diff --git a/.gitattributes b/.gitattributes
index bed0738c7eeb449bca98b5d2f33c89a1ee56349a..602b7ea1a8df046049d35259da24d4fdaeedd6e0 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -58,3 +58,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/run-puguclmi.wandb filter=lfs diff=lfs merge=lfs -text
+VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/run-09tsct60.wandb filter=lfs diff=lfs merge=lfs -text
+VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/run-a0h99ykt.wandb filter=lfs diff=lfs merge=lfs -text
+VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/run-3ba45jda.wandb filter=lfs diff=lfs merge=lfs -text
+lor/VibeVoice-finetuning/checkpoint-3600/trainer_state.json filter=lfs diff=lfs merge=lfs -text
diff --git a/VibeVoice-finetuning/LICENSE b/VibeVoice-finetuning/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..5082284c8c2d5e8da6ffe04f46b88534506eeba8
--- /dev/null
+++ b/VibeVoice-finetuning/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2025 Resemble AI
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
\ No newline at end of file
diff --git a/VibeVoice-finetuning/README.md b/VibeVoice-finetuning/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..2c61e093f3e8ac122dab383201e0a7b4f092cf77
--- /dev/null
+++ b/VibeVoice-finetuning/README.md
@@ -0,0 +1,762 @@
+
+  
+
+# Unofficial WIP Finetuning repo for VibeVoice
+
+  
+
+# Hardware requirements
+
+  
+
+To train a VibeVoice 1.5B LoRa, a machine with at least 16gb VRAM is recommended.
+
+To train a VibeVoice 7B LoRa, a machine with at least 48gb VRAM is recommended.
+
+Keep in mind longer audios increase VRAM requirements
+
+  
+
+# Installation
+
+It is recommended to install this in a fresh environment. Specifically, the Dockerized environment `runpod/pytorch:2.8.0-py3.11-cuda12.8.1-cudnn-devel-ubuntu22.04` has been tested to work.
+
+  
+
+Transformers version 4.51.3 is known to work, while other versions have errors related to Qwen2 architecture.
+
+  
+```
+git clone https://github.com/voicepowered-ai/VibeVoice-finetuning
+
+pip install -e .
+
+pip uninstall -y transformers && pip install transformers==4.51.3
+
+(OPTIONAL) wandb login
+
+(OPTIONAL) export HF_HOME=/workspace/hf_models
+```
+
+  
+
+# Usage
+
+  
+
+## VibeVoice 1.5B / 7B (LoRA) fine-tuning
+
+  
+
+  
+
+We put some code together for training VibeVoice (7B) with LoRA. This uses the vendored VibeVoice model/processor and trains with a dual loss: masked CE on text tokens plus diffusion MSE on acoustic latents.
+
+  
+
+  
+
+Requirements:
+
+  
+
+- Download a compatible VibeVoice 7B or 1.5b checkpoint (config + weights) and its processor files (preprocessor_config.json) or run straight from HF model.
+
+- A 24khz audio dataset with audio files (target audio), text prompts (transcriptions) and optionally voice prompts (reference audio)
+
+  
+
+  
+  
+
+### Training with Hugging Face Dataset
+
+  
+```
+python -m src.finetune_vibevoice_lora \
+
+--model_name_or_path aoi-ot/VibeVoice-Large \
+
+--processor_name_or_path src/vibevoice/processor \
+
+--dataset_name your/dataset \
+
+--text_column_name text \
+
+--audio_column_name audio \
+
+--voice_prompts_column_name voice_prompts \
+
+--output_dir outputTrain3 \
+
+--per_device_train_batch_size 8 \
+
+--gradient_accumulation_steps 16 \
+
+--learning_rate 2.5e-5 \
+
+--num_train_epochs 5 \
+
+--logging_steps 10 \
+
+--save_steps 100 \
+
+--eval_steps 100 \
+
+--report_to wandb \
+
+--remove_unused_columns False \
+
+--bf16 True \
+
+--do_train \
+
+--gradient_clipping \
+
+--gradient_checkpointing False \
+
+--ddpm_batch_mul 4 \
+
+--diffusion_loss_weight 1.4 \
+
+--train_diffusion_head True \
+
+--ce_loss_weight 0.04 \
+
+--voice_prompt_drop_rate 0.2 \
+
+--lora_target_modules q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj \
+
+--lr_scheduler_type cosine \
+
+--warmup_ratio 0.03 \
+
+--max_grad_norm 0.8
+```
+  
+
+----------
+
+  
+
+### Training with Local JSONL Dataset
+
+  
+```
+python -m src.finetune_vibevoice_lora \
+
+--model_name_or_path aoi-ot/VibeVoice-Large \
+
+--processor_name_or_path src/vibevoice/processor \
+
+--train_jsonl prompts.jsonl \
+
+--text_column_name text \
+
+--audio_column_name audio \
+
+--output_dir outputTrain3 \
+
+--per_device_train_batch_size 8 \
+
+--gradient_accumulation_steps 16 \
+
+--learning_rate 2.5e-5 \
+
+--num_train_epochs 5 \
+
+--logging_steps 10 \
+
+--save_steps 100 \
+
+--report_to wandb \
+
+--remove_unused_columns False \
+
+--bf16 True \
+
+--do_train \
+
+--gradient_clipping \
+
+--gradient_checkpointing False \
+
+--ddpm_batch_mul 4 \
+
+--diffusion_loss_weight 1.4 \
+
+--train_diffusion_head True \
+
+--ce_loss_weight 0.04 \
+
+--voice_prompt_drop_rate 0.2 \
+
+--lora_target_modules q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj \
+
+--lr_scheduler_type cosine \
+
+--warmup_ratio 0.03 \
+
+--max_grad_norm 0.8
+```
+
+
+### JSONL format:
+
+  
+
+You can provide an optional `voice_prompts` key. If it is omitted, a voice prompt will be automatically generated from the target audio.
+
+  
+
+**Example without a pre-defined voice prompt (will be auto-generated):**
+
+`{"text": "Speaker 0: Speaker0 transcription.", "audio": "/workspace/wavs/segment_000000.wav"}`
+
+  
+
+**Example with a pre-defined voice prompt:**
+
+`{"text": "Speaker 0: Speaker0 transcription.", "audio": "/workspace/wavs/segment_000000.wav", "voice_prompts": "/path/to/a/different/prompt.wav"}`
+
+  
+
+**Example with multiple speakers and voice prompts:**
+
+`{"text": "Speaker 0: How is the project coming along?\nSpeaker 1: It's going well, we should be finished by Friday.", "audio": "/data/conversations/convo_01.wav", "voice_prompts": ["/data/prompts/alice_voice_prompt.wav", "/data/prompts/bob_voice_prompt.wav"]}`
+
+  
+  
+  
+
+# Notes:
+
+  
+
+- Audio is assumed to be 24 kHz; input audio will be loaded/resampled to 24 kHz.
+
+  
+
+- If you pass raw NumPy arrays or torch Tensors as audio (without sampling rate metadata), the collator assumes they are already 24 kHz. To trigger resampling, provide dicts like {"array": <np.ndarray>, "sampling_rate": <int>} or file paths.
+
+  
+
+- Tokenizers (acoustic/semantic) are frozen by default. LoRA is applied to the LLM (Qwen) and optionally to the diffusion head.
+
+  
+
+- The collator builds interleaved sequences with speech placeholders and computes the required masks for diffusion loss.
+
+- If a voice_prompts column is not provided in your dataset for a given sample, a voice prompt is **automatically generated** by taking a random clip from the target audio. This fallback ensures the model's voice cloning ability is maintained. You can override this behavior by providing your own voice prompts.
+
+- Said voice_prompts are randomly dropped during training to improve generalization. Drop rates of 0.2 and 0.25 have been tested with satisfactory results.
+
+  
+
+- The model learns to emit a closing `[speech_end]` token after target placeholders.
+
+  
+
+- For multi‑speaker prompts, ensure `voice_prompts` list order matches `Speaker 0/1/...` tags in your text.
+
+  
+
+- LoRA adapters are saved under `output_dir/lora` after training.
+
+  
+
+  
+
+# Acknowledgements
+
+  
+
+- [VibeVoice](https://github.com/microsoft/VibeVoice)
+
+  
+
+- [chatterbox-finetuning](https://github.com/stlohrey/chatterbox-finetuning)
+
+  
+  
+
+## Training Script Arguments
+
+  
+
+Comprehensive list of all the command-line arguments available for the fine-tuning script.
+
+  
+
+### Model & Architecture Arguments
+
+Controls the base model, its configuration, and which components are trained.
+
+  
+
+*  `--model_name_or_path`
+
+*  **What it does:** Specifies the path to the pretrained VibeVoice base model. This can be a local directory or a Hugging Face Hub repository ID.
+
+*  **Required:** Yes.
+
+*  **Example:**
+
+```bash
+
+--model_name_or_path aoi-ot/VibeVoice-Large
+
+```
+
+  
+
+*  `--processor_name_or_path`
+
+*  **What it does:** Specifies the path to the VibeVoice processor configuration. If not provided, it defaults to the `model_name_or_path`.
+
+*  **Example:**
+
+```bash
+
+--processor_name_or_path src/vibevoice/processor
+
+```
+
+  
+
+*  `--train_diffusion_head`
+
+*  **What it does:** A boolean flag to enable **full fine-tuning** of the diffusion prediction head. When enabled, all parameters of the diffusion head become trainable.
+
+*  **Example:**
+
+```bash
+
+--train_diffusion_head True
+
+```
+
+  
+
+*  `--train_connectors`
+
+*  **What it does:** A boolean flag to enable training of the acoustic and semantic connectors, which bridge different parts of the model.
+
+*  **Example:**
+
+```bash
+
+--train_connectors True
+
+```
+
+  
+
+*  `--lora_target_modules`
+
+*  **What it does:** A comma-separated string of module names within the language model to apply LoRA adapters to. This is the primary way to enable LoRA for the text-processing part of the model.
+
+*  **Example:**
+
+```bash
+
+--lora_target_modules q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj
+
+```
+
+  
+
+*  `--lora_r`
+
+*  **What it does:** The rank (`r`) of the LoRA decomposition. A smaller number means fewer trainable parameters.
+
+*  **Default:**  `8`
+
+*  **Example:**
+
+```bash
+
+--lora_r 16
+
+```
+
+  
+
+*  `--lora_alpha`
+
+*  **What it does:** The scaling factor for the LoRA weights. A common practice is to set `lora_alpha` to be four times the value of `lora_r`.
+
+*  **Default:**  `32`
+
+*  **Example:**
+
+```bash
+
+--lora_alpha 64
+
+```
+
+*  `--lora_wrap_diffusion_head`
+
+*  **What it does:** An **alternative** to `--train_diffusion_head`. If `True`, it applies LoRA adapters to the diffusion head instead of fine-tuning it fully, enabling more parameter-efficient training of the head. Must only use `--train_diffusion_head` or `--lora_wrap_diffusion_head`
+
+*  **Default:**  `False`
+
+  
+  
+  
+
+*  `--layers_to_freeze`
+
+*  **What it does:** Comma-separated indices of diffusion head layers to freeze (e.g., '0,1,5,7,8'). [Diffusion head layer indices](https://github.com/voicepowered-ai/VibeVoice-finetuning/blob/main/diff_head_layers.txt)
+
+*  **Default:**  `None`
+
+### Data & Processing Arguments
+
+Defines the dataset to be used, its structure, and how it should be processed.
+
+  
+
+*  `--train_jsonl`
+
+*  **What it does:** Path to your local training data file in JSONL (JSON Lines) format. Each line should be a JSON object with keys for text and audio path.
+
+*  **Example:**
+
+```bash
+
+--train_jsonl prompts.jsonl
+
+```
+
+  
+
+*  `--validation_jsonl`
+
+*  **What it does:** Optional path to a local validation data file in JSONL format.
+
+*  **Example:**
+
+```bash
+
+--validation_jsonl validation_prompts.jsonl
+
+```
+
+  
+
+*  `--text_column_name`
+
+*  **What it does:** The name of the key in your JSONL file that contains the text transcription/prompt.
+
+*  **Default:**  `text`
+
+*  **Example:**
+
+```bash
+
+--text_column_name "prompt"
+
+```
+
+  
+
+*  `--audio_column_name`
+
+*  **What it does:** The name of the key in your JSONL file that contains the path to the audio file.
+
+*  **Default:**  `audio`
+
+*  **Example:**
+
+```bash
+
+--audio_column_name "file_path"
+
+```
+
+  
+
+*  `--voice_prompt_drop_rate`
+
+*  **What it does:** The probability (from 0.0 to 1.0) of randomly dropping the conditioning voice prompt during training. This acts as a regularizer.
+
+*  **Default:**  `0.0`
+
+*  **Example:**
+
+```bash
+
+--voice_prompt_drop_rate 0.2
+
+```
+
+  
+
+### Core Training Arguments
+
+Standard Hugging Face `TrainingArguments` that control the training loop, optimizer, and saving.
+
+  
+
+*  `--output_dir`
+
+*  **What it does:** The directory where model checkpoints and final outputs will be saved.
+
+*  **Required:** Yes.
+
+*  **Example:**
+
+```bash
+
+--output_dir output_model
+
+```
+
+  
+
+*  `--per_device_train_batch_size`
+
+*  **What it does:** The number of training examples processed per GPU in a single step.
+
+*  **Example:**
+
+```bash
+
+--per_device_train_batch_size 8
+
+```
+
+  
+
+*  `--gradient_accumulation_steps`
+
+*  **What it does:** The number of forward passes to accumulate gradients for before performing an optimizer step. This effectively increases the batch size without using more VRAM.
+
+*  **Example:**
+
+```bash
+
+--gradient_accumulation_steps 16
+
+```
+
+  
+
+*  `--learning_rate`
+
+*  **What it does:** The initial learning rate for the optimizer.
+
+*  **Example:**
+
+```bash
+
+--learning_rate 2.5e-5
+
+```
+
+  
+
+*  `--num_train_epochs`
+
+*  **What it does:** The total number of times to iterate over the entire training dataset.
+
+*  **Example:**
+
+```bash
+
+--num_train_epochs 5
+
+```
+
+  
+
+*  `--logging_steps`
+
+*  **What it does:** How often (in steps) to log training metrics like loss.
+
+*  **Example:**
+
+```bash
+
+--logging_steps 10
+
+```
+
+  
+
+*  `--save_steps`
+
+*  **What it does:** How often (in steps) to save a model checkpoint.
+
+*  **Example:**
+
+```bash
+
+--save_steps 100
+
+```
+
+  
+
+*  `--report_to`
+
+*  **What it does:** The integration to report logs to. Can be `wandb`, `tensorboard`, or `none`.
+
+*  **Example:**
+
+```bash
+
+--report_to wandb
+
+```
+
+  
+
+*  `--remove_unused_columns`
+
+*  **What it does:** Whether to remove columns from the dataset not used by the model's `forward` method. **This must be set to `False`** for this script to work correctly.
+
+*  **Example:**
+
+```bash
+
+--remove_unused_columns False
+
+```
+
+  
+
+*  `--bf16`
+
+*  **What it does:** Enables mixed-precision training using `bfloat16`. This speeds up training and reduces memory usage on compatible GPUs (NVIDIA Ampere series and newer).
+
+*  **Example:**
+
+```bash
+
+--bf16 True
+
+```
+
+  
+
+*  `--gradient_checkpointing`
+
+*  **What it does:** A memory-saving technique that trades compute for memory. Useful for training large models on limited VRAM.
+
+*  **Example:**
+
+```bash
+
+--gradient_checkpointing True
+
+```
+
+  
+
+*  `--lr_scheduler_type`
+
+*  **What it does:** The type of learning rate schedule to use (e.g., `linear`, `cosine`, `constant`).
+
+*  **Example:**
+
+```bash
+
+--lr_scheduler_type cosine
+
+```
+
+  
+
+*  `--warmup_ratio`
+
+*  **What it does:** The proportion of total training steps used for a linear warmup from 0 to the initial learning rate.
+
+*  **Example:**
+
+```bash
+
+--warmup_ratio 0.03
+
+```
+
+  
+
+### Custom VibeVoice Training Arguments
+
+Special arguments to control VibeVoice-specific training behaviors.
+
+  
+
+*  `--gradient_clipping`
+
+*  **What it does:** A custom boolean flag that acts as the master switch for gradient clipping. If you include this flag, the value from `--max_grad_norm` will be used to prevent exploding gradients.
+
+*  **Example:**
+
+```bash
+
+--gradient_clipping
+
+```
+
+*  `--max_grad_norm`
+
+*  **What it does:** The maximum value for gradient clipping. Only active if `--gradient_clipping` is also used.
+
+*  **Default:**  `1.0`
+
+*  **Example:**
+
+```bash
+
+--max_grad_norm 0.8
+
+```
+
+  
+
+*  `--diffusion_loss_weight`
+
+*  **What it does:** A float that scales the importance of the diffusion loss (for speech generation quality) in the total loss calculation.
+
+*  **Example:**
+
+```bash
+
+--diffusion_loss_weight 1.4
+
+```
+
+  
+
+*  `--ce_loss_weight`
+
+*  **What it does:** A float that scales the importance of the Cross-Entropy loss (for text prediction accuracy) in the total loss calculation.
+
+*  **Example:**
+
+```bash
+
+--ce_loss_weight 0.04
+
+```
+
+  
+
+*  `--ddpm_batch_mul`
+
+*  **What it does:** An integer multiplier for the batch size used specifically within the diffusion process.
+
+*  **Example:**
+
+```bash
+
+--ddpm_batch_mul 4
+
+
+```
+
+
diff --git a/VibeVoice-finetuning/diff_head_layers.txt b/VibeVoice-finetuning/diff_head_layers.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cad30085801675119e11eaf2c13862b1bc2fb995
--- /dev/null
+++ b/VibeVoice-finetuning/diff_head_layers.txt
@@ -0,0 +1,26 @@
+[0] noisy_images_proj.weight (shape: (3584, 64), trainable: True)
+[1] cond_proj.weight (shape: (3584, 3584), trainable: True)
+[2] t_embedder.mlp.0.weight (shape: (3584, 256), trainable: True)
+[3] t_embedder.mlp.2.weight (shape: (3584, 3584), trainable: True)
+[4] layers.0.ffn.gate_proj.weight (shape: (10752, 3584), trainable: True)
+[5] layers.0.ffn.up_proj.weight (shape: (10752, 3584), trainable: True)
+[6] layers.0.ffn.down_proj.weight (shape: (3584, 10752), trainable: True)
+[7] layers.0.norm.weight (shape: (3584,), trainable: True)
+[8] layers.0.adaLN_modulation.1.weight (shape: (10752, 3584), trainable: True)
+[9] layers.1.ffn.gate_proj.weight (shape: (10752, 3584), trainable: True)
+[10] layers.1.ffn.up_proj.weight (shape: (10752, 3584), trainable: True)
+[11] layers.1.ffn.down_proj.weight (shape: (3584, 10752), trainable: True)
+[12] layers.1.norm.weight (shape: (3584,), trainable: True)
+[13] layers.1.adaLN_modulation.1.weight (shape: (10752, 3584), trainable: True)
+[14] layers.2.ffn.gate_proj.weight (shape: (10752, 3584), trainable: True)
+[15] layers.2.ffn.up_proj.weight (shape: (10752, 3584), trainable: True)
+[16] layers.2.ffn.down_proj.weight (shape: (3584, 10752), trainable: True)
+[17] layers.2.norm.weight (shape: (3584,), trainable: True)
+[18] layers.2.adaLN_modulation.1.weight (shape: (10752, 3584), trainable: True)
+[19] layers.3.ffn.gate_proj.weight (shape: (10752, 3584), trainable: True)
+[20] layers.3.ffn.up_proj.weight (shape: (10752, 3584), trainable: True)
+[21] layers.3.ffn.down_proj.weight (shape: (3584, 10752), trainable: True)
+[22] layers.3.norm.weight (shape: (3584,), trainable: True)
+[23] layers.3.adaLN_modulation.1.weight (shape: (10752, 3584), trainable: True)
+[24] final_layer.linear.weight (shape: (64, 3584), trainable: True)
+[25] final_layer.adaLN_modulation.1.weight (shape: (7168, 3584), trainable: True)
\ No newline at end of file
diff --git a/VibeVoice-finetuning/pyproject.toml b/VibeVoice-finetuning/pyproject.toml
new file mode 100644
index 0000000000000000000000000000000000000000..becb7b9f8582c1dc24230e2e0431db5d329b7f53
--- /dev/null
+++ b/VibeVoice-finetuning/pyproject.toml
@@ -0,0 +1,35 @@
+[project]
+name = "vibevoice-finetuning"
+version = "0.1.0"
+description = "Open Source finetuning code for VibeVoice"
+readme = "README.md"
+requires-python = ">=3.8"
+license = {file = "LICENSE"}
+authors = [
+    {name = "jpgallegoarvpb", email = "juanpablo.gallego@voicepowered.ai"}
+]
+dependencies = [
+    "numpy~=1.26.0",
+    "resampy==0.4.3",
+    "librosa==0.11.0",
+    "s3tokenizer",
+    "torch",
+    "torchaudio",
+    "transformers",
+    "datasets>=2.18.0",
+    "diffusers==0.29.0",
+    "resemble-perth==1.0.1",
+    "omegaconf==2.3.0",
+    "conformer==0.3.2",
+    "safetensors==0.5.3",
+    "peft>=0.11.0",
+    "tensorboard>=2.12",
+    "wandb"
+]
+
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[tool.setuptools.packages.find]
+where = ["src"]
diff --git a/VibeVoice-finetuning/src/__pycache__/data_vibevoice.cpython-312.pyc b/VibeVoice-finetuning/src/__pycache__/data_vibevoice.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..352c17fddacca4854acac791bd467d16f4bae9f8
Binary files /dev/null and b/VibeVoice-finetuning/src/__pycache__/data_vibevoice.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/__pycache__/finetune_vibevoice_lora0.cpython-312.pyc b/VibeVoice-finetuning/src/__pycache__/finetune_vibevoice_lora0.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..2baa7d2fd5e4704590cd9fe6b29bc028d3f4905d
Binary files /dev/null and b/VibeVoice-finetuning/src/__pycache__/finetune_vibevoice_lora0.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/__pycache__/finetune_vibevoice_lora105.cpython-312.pyc b/VibeVoice-finetuning/src/__pycache__/finetune_vibevoice_lora105.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..6bfd0a15ab2ec37e24dd4e84f88f3afd8c873bb0
Binary files /dev/null and b/VibeVoice-finetuning/src/__pycache__/finetune_vibevoice_lora105.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/data_vibevoice.py b/VibeVoice-finetuning/src/data_vibevoice.py
new file mode 100644
index 0000000000000000000000000000000000000000..8503ebeb5d9cac64c4d471812ebc8a7fc997ddb1
--- /dev/null
+++ b/VibeVoice-finetuning/src/data_vibevoice.py
@@ -0,0 +1,453 @@
+import math
+from dataclasses import dataclass
+from typing import Any, Dict, List, Optional, Sequence, Tuple, Union
+
+import numpy as np
+import torch
+import warnings
+import random
+
+try:
+    import librosa  # type: ignore
+except Exception:  # pragma: no cover
+    librosa = None  # Fallback: user must install librosa when using local audio paths
+
+try:
+    import resampy  # type: ignore
+except Exception:  # pragma: no cover
+    resampy = None
+
+
+def _resample_if_needed(wav: np.ndarray, orig_sr: int, target_sr: int) -> np.ndarray:
+    if orig_sr == target_sr:
+        return wav.astype(np.float32, copy=False)
+    if resampy is not None:
+        return resampy.resample(wav.astype(np.float32), orig_sr, target_sr)
+    if librosa is not None:
+        return librosa.resample(y=wav.astype(np.float32), orig_sr=orig_sr, target_sr=target_sr)
+    warnings.warn(
+        "No resampler available; treating audio as target_sr without resampling. Install resampy or librosa.",
+        RuntimeWarning,
+    )
+    return wav.astype(np.float32, copy=False)
+
+
+# Lightweight HF-style dataset wrapper (optional). Trainer can also pass raw HF datasets directly.
+class VibeVoiceDataset:
+    def __init__(
+        self,
+        dataset: Any,
+        text_column: str = "text",
+        audio_column: str = "audio",
+        voice_prompts_column: Optional[str] = "voice_prompts",
+    ) -> None:
+        self.dataset = dataset
+        self.text_column = text_column
+        self.audio_column = audio_column
+        self.voice_prompts_column = voice_prompts_column
+
+    def __len__(self) -> int:
+        return len(self.dataset)
+
+    def __getitem__(self, idx: int) -> Dict[str, Any]:
+        item = self.dataset[idx]
+        data: Dict[str, Any] = {}
+        data["text"] = item[self.text_column]
+        data["audio"] = item[self.audio_column]
+
+        user_provided_prompt = None
+        if self.voice_prompts_column and self.voice_prompts_column in item:
+            user_provided_prompt = item[self.voice_prompts_column]
+
+        if user_provided_prompt:
+            # A prompt was provided in the dataset, so we use it.
+            if not isinstance(user_provided_prompt, list):
+                data["voice_prompts"] = [user_provided_prompt]
+            else:
+                data["voice_prompts"] = user_provided_prompt
+        else:
+            # FALLBACK: No prompt provided, so we auto-generate one from the target audio.
+            try:
+                target_sr = 24000
+                wav_array = _load_audio_to_24k(item[self.audio_column], target_sr=target_sr)
+                audio_len_seconds = len(wav_array) / target_sr
+
+                min_len_sec = min(5.0, audio_len_seconds / 4.0)
+                max_len_sec = min(15.0, audio_len_seconds / 2.0)
+                
+                if min_len_sec > max_len_sec:
+                    min_len_sec = max_len_sec
+                max_len_sec = min(max_len_sec, audio_len_seconds)
+
+                if max_len_sec > 0.1:
+                    prompt_len_sec = random.uniform(min_len_sec, max_len_sec)
+                    prompt_len_samples = int(prompt_len_sec * target_sr)
+
+                    max_start_sample = len(wav_array) - prompt_len_samples
+                    start_sample = random.randint(0, max_start_sample)
+                    
+                    prompt_crop = wav_array[start_sample : start_sample + prompt_len_samples]
+                    
+                    data["voice_prompts"] = [prompt_crop]
+                else:
+                    data["voice_prompts"] = None
+
+            except Exception as e:
+                warnings.warn(f"Could not create voice prompt for item {idx}: {e}")
+                data["voice_prompts"] = None            
+        return data
+
+
+def _apply_silence_with_crossfade(
+    wav: np.ndarray,
+    *,
+    sample_rate: int,
+    pre_silence_sec: float = 0.25,
+    pre_crossfade_sec: float = 0.25,
+    post_crossfade_sec: float = 0.25,
+    post_silence_sec: float = 0.75,
+) -> np.ndarray:
+    """Pad audio with leading/trailing silence and apply crossfades.
+
+    Structure: [pre_silence][pre_crossfade][audio_body][post_crossfade][post_silence]
+    Crossfades blend the audio with silence linearly to avoid hard edges.
+    """
+
+    wav = np.asarray(wav, dtype=np.float32).reshape(-1)
+
+    start_sil_samples = int(round(pre_silence_sec * sample_rate))
+    end_sil_samples = int(round(post_silence_sec * sample_rate))
+    pre_crossfade_samples = int(round(pre_crossfade_sec * sample_rate))
+    post_crossfade_samples = int(round(post_crossfade_sec * sample_rate))
+
+    total_len = wav.shape[0]
+    if total_len == 0:
+        pieces: List[np.ndarray] = []
+        if start_sil_samples > 0:
+            pieces.append(np.zeros(start_sil_samples, dtype=np.float32))
+        if end_sil_samples > 0:
+            pieces.append(np.zeros(end_sil_samples, dtype=np.float32))
+        return np.concatenate(pieces) if pieces else wav
+
+    start_len = min(pre_crossfade_samples, total_len)
+    remaining_after_start = max(total_len - start_len, 0)
+    end_len = min(post_crossfade_samples, remaining_after_start)
+    middle_end_idx = total_len - end_len
+
+    start_segment = wav[:start_len]
+    middle_segment = wav[start_len:middle_end_idx]
+    end_segment = wav[middle_end_idx:]
+
+    def _linear_fade(num_samples: int, start: float, end: float) -> np.ndarray:
+        if num_samples <= 0:
+            return np.zeros((0,), dtype=np.float32)
+        return np.linspace(start, end, num_samples, endpoint=True, dtype=np.float32)
+
+    start_crossfade = start_segment * _linear_fade(start_len, 0.0, 1.0)
+    end_crossfade = end_segment * _linear_fade(end_segment.shape[0], 1.0, 0.0)
+
+    pieces: List[np.ndarray] = []
+    if start_sil_samples > 0:
+        pieces.append(np.zeros(start_sil_samples, dtype=np.float32))
+    if start_crossfade.size > 0:
+        pieces.append(start_crossfade.astype(np.float32, copy=False))
+    if middle_segment.size > 0:
+        pieces.append(middle_segment.astype(np.float32, copy=False))
+    if end_crossfade.size > 0:
+        pieces.append(end_crossfade.astype(np.float32, copy=False))
+    if end_sil_samples > 0:
+        pieces.append(np.zeros(end_sil_samples, dtype=np.float32))
+
+    return np.concatenate(pieces)
+
+
+def _load_audio_to_24k(
+    audio: Union[str, np.ndarray, torch.Tensor, Dict[str, Any]],
+    *,
+    target_sr: int = 24000,
+    augment_with_silence: bool = False,
+) -> np.ndarray:
+    if isinstance(audio, np.ndarray):
+        wav_out = audio.astype(np.float32)
+    elif isinstance(audio, torch.Tensor):
+        wav_out = audio.detach().cpu().float().numpy()
+    elif isinstance(audio, str):
+        if librosa is None:
+            raise RuntimeError("librosa is required to load audio file paths. Please pip install librosa.")
+        wav, sr = librosa.load(audio, sr=None, mono=True)
+        wav_out = _resample_if_needed(wav, int(sr), target_sr)
+    elif isinstance(audio, dict) and "array" in audio and "sampling_rate" in audio:
+        arr = np.asarray(audio["array"], dtype=np.float32)
+        sr = int(audio["sampling_rate"])
+        wav_out = _resample_if_needed(arr, sr, target_sr)
+    else:
+        raise ValueError(f"Unsupported audio type: {type(audio)}")
+
+    wav_out = np.asarray(wav_out, dtype=np.float32)
+
+    if augment_with_silence:
+        wav_out = _apply_silence_with_crossfade(wav_out, sample_rate=target_sr)
+
+    return wav_out
+
+
+@dataclass
+class VibeVoiceCollator:
+    processor: Any  # VibeVoiceProcessor
+    max_length: Optional[int] = None
+    speech_compress_ratio: int = 3200
+    semantic_vae_dim: int = 128
+    compute_semantics: bool = False
+    debug_checks: bool = False
+
+    text_field: str = "text"
+    audio_field: str = "audio"
+    voice_prompts_field: str = "voice_prompts"
+    voice_prompt_drop_rate: float = 0.0
+
+    def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, Any]:
+        batch_size = len(features)
+
+        sample_input_ids: List[List[int]] = []
+        sample_attention_masks: List[List[int]] = []
+        sample_acoustic_input_masks: List[List[bool]] = []
+        sample_acoustic_loss_masks: List[List[bool]] = []
+
+        all_speech_waveforms: List[np.ndarray] = []
+        all_speech_latent_lengths: List[int] = []
+        per_segment_is_target: List[bool] = []
+
+        for ex in features:
+            text: str = ex.get(self.text_field, "")
+            voice_prompts: Optional[List[Union[str, np.ndarray, torch.Tensor]]] = ex.get(self.voice_prompts_field)
+            target_audio: Union[str, np.ndarray, torch.Tensor, Dict[str, Any]] = ex.get(self.audio_field)
+
+            # Clamp drop rate for safety
+            _drop_rate = self.voice_prompt_drop_rate
+            if _drop_rate < 0.0:
+                _drop_rate = 0.0
+            elif _drop_rate > 1.0:
+                _drop_rate = 1.0
+
+            proc = self.processor(
+                text=[text],
+                voice_samples=[voice_prompts] if voice_prompts is not None and random.random() >= _drop_rate else None,
+                padding=False,
+                truncation=False,
+                max_length=self.max_length,
+                return_tensors="pt",
+            )
+
+            ids = proc["input_ids"][0].tolist()
+            attn = proc.get("attention_mask", torch.ones_like(proc["input_ids"]))[0].tolist()
+            speech_input_mask = proc.get("speech_input_mask")
+            if speech_input_mask is None:
+                speech_input_mask = torch.zeros_like(proc["input_ids"], dtype=torch.bool)
+            speech_input_mask_list = speech_input_mask[0].tolist()
+
+            wav_target = _load_audio_to_24k(target_audio, target_sr=24000, augment_with_silence=True)
+            # Prefer exact frame count from acoustic tokenizer if available; fallback to compress ratio
+            target_latent_len = None
+            try:
+                acoustic_tok = getattr(self.processor, "acoustic_tokenizer", None)
+                if acoustic_tok is not None and hasattr(acoustic_tok, "encode"):
+                    enc_out = acoustic_tok.encode(wav_target)
+                    # Normalize various possible return formats to get time dimension
+                    T = None
+                    try:
+                        # Direct array-like with shape (T, D) or (T,)
+                        if hasattr(enc_out, "shape") and len(getattr(enc_out, "shape", [])) >= 1:
+                            T = int(enc_out.shape[0])
+                        else:
+                            # Nested lists/tuples or ModelOutput-like
+                            cand = enc_out
+                            # Drill down a couple of levels safely
+                            for _ in range(2):
+                                if isinstance(cand, (list, tuple)) and len(cand) > 0:
+                                    cand = cand[0]
+                            if hasattr(cand, "shape") and len(getattr(cand, "shape", [])) >= 1:
+                                T = int(cand.shape[0])
+                    except Exception:
+                        T = None
+                    if T is not None and T > 0:
+                        target_latent_len = T
+            except Exception:
+                target_latent_len = None
+            if target_latent_len is None:
+                target_latent_len = max(1, int(math.ceil(len(wav_target) / float(self.speech_compress_ratio))))
+
+            speech_diff_id = self.processor.tokenizer.speech_diffusion_id
+            target_placeholders = [speech_diff_id] * target_latent_len
+
+            ids_extended = ids + target_placeholders
+            attn_extended = attn + [1] * target_latent_len
+
+            acoustic_input_mask = speech_input_mask_list + [True] * target_latent_len
+            acoustic_loss_mask = ([False] * len(speech_input_mask_list)) + [True] * target_latent_len
+
+            speech_end_id = self.processor.tokenizer.speech_end_id
+            ids_extended.append(speech_end_id)
+            attn_extended.append(1)
+            acoustic_input_mask.append(False)
+            acoustic_loss_mask.append(False)
+
+            # Ensure text decoding sees an explicit end-of-sequence token after speech output.
+            eos_token_id = getattr(self.processor.tokenizer, "eos_id", None)
+            if eos_token_id is None:
+                eos_token_id = getattr(self.processor.tokenizer, "eos_token_id", None)
+            if eos_token_id is not None and eos_token_id >= 0:
+                ids_extended.append(eos_token_id)
+                attn_extended.append(1)
+                acoustic_input_mask.append(False)
+                acoustic_loss_mask.append(False)
+
+            if self.max_length is not None and len(ids_extended) > self.max_length:
+                cut = len(ids_extended) - int(self.max_length)
+                leading_non_acoustic = 0
+                for v in acoustic_input_mask:
+                    if v:
+                        break
+                    leading_non_acoustic += 1
+                if cut > leading_non_acoustic:
+                    raise ValueError(
+                        f"--max_length={self.max_length} would truncate into acoustic tokens. "
+                        f"Needed cut={cut}, but only {leading_non_acoustic} leading non-acoustic tokens available. "
+                        "Increase max_length or shorten text/voice-prompt preamble."
+                    )
+                ids_extended = ids_extended[cut:]
+                attn_extended = attn_extended[cut:]
+                acoustic_input_mask = acoustic_input_mask[cut:]
+                acoustic_loss_mask = acoustic_loss_mask[cut:]
+
+            sample_input_ids.append(ids_extended)
+            sample_attention_masks.append(attn_extended)
+            sample_acoustic_input_masks.append(acoustic_input_mask)
+            sample_acoustic_loss_masks.append(acoustic_loss_mask)
+
+            voice_speeches = []
+            voice_latent_lengths = []
+            if proc.get("speech_tensors") is not None:
+                voice_np = proc["speech_tensors"].cpu().numpy()
+                voice_masks = proc["speech_masks"].cpu().numpy().astype(bool)
+                for seg_idx in range(voice_np.shape[0]):
+                    voice_speeches.append(voice_np[seg_idx])
+                    voice_latent_lengths.append(int(voice_masks[seg_idx].sum()))
+
+            all_speech_waveforms.extend(voice_speeches)
+            all_speech_latent_lengths.extend(voice_latent_lengths)
+            per_segment_is_target.extend([False] * len(voice_speeches))
+
+            all_speech_waveforms.append(wav_target)
+            all_speech_latent_lengths.append(target_latent_len)
+            per_segment_is_target.append(True)
+
+        max_seq_len = max(len(x) for x in sample_input_ids)
+        padded_input_ids = []
+        padded_attention_masks = []
+        padded_acoustic_input_masks = []
+        padded_acoustic_loss_masks = []
+        tok = self.processor.tokenizer
+        pad_token_id = getattr(tok, "pad_token_id", None)
+        if pad_token_id is None or pad_token_id < 0:
+            pad_token_id = getattr(tok, "eos_token_id", None)
+            if pad_token_id is None or pad_token_id < 0:
+                raise ValueError(
+                    "Tokenizer has no pad_token_id or eos_token_id; please set one or pass a valid pad id."
+                )
+        for ids, attn, ain_mask, aloss_mask in zip(
+            sample_input_ids, sample_attention_masks, sample_acoustic_input_masks, sample_acoustic_loss_masks
+        ):
+            pad_len = max_seq_len - len(ids)
+            padded_input_ids.append(ids + [pad_token_id] * pad_len)
+            padded_attention_masks.append(attn + [0] * pad_len)
+            padded_acoustic_input_masks.append(ain_mask + [False] * pad_len)
+            padded_acoustic_loss_masks.append(aloss_mask + [False] * pad_len)
+
+        input_ids_tensor = torch.tensor(padded_input_ids, dtype=torch.long)
+        attention_mask_tensor = torch.tensor(padded_attention_masks, dtype=torch.long)
+        acoustic_input_mask_tensor = torch.tensor(padded_acoustic_input_masks, dtype=torch.bool)
+        acoustic_loss_mask_tensor = torch.tensor(padded_acoustic_loss_masks, dtype=torch.bool)
+
+        if all_speech_waveforms:
+            max_wave_len = max(w.shape[0] for w in all_speech_waveforms)
+            padded_speeches = np.zeros((len(all_speech_waveforms), max_wave_len), dtype=np.float32)
+            for i, w in enumerate(all_speech_waveforms):
+                L = w.shape[0]
+                padded_speeches[i, :L] = w
+
+            max_latent_len = max(all_speech_latent_lengths) if all_speech_latent_lengths else 1
+            speech_masks_np = np.zeros((len(all_speech_waveforms), max_latent_len), dtype=np.bool_)
+            for i, L_lat in enumerate(all_speech_latent_lengths):
+                speech_masks_np[i, :L_lat] = True
+
+            speech_tensors_tensor = torch.tensor(padded_speeches, dtype=torch.float32)
+            speech_masks_tensor = torch.tensor(speech_masks_np, dtype=torch.bool)
+
+            speeches_loss_input_np = np.zeros_like(speech_masks_np, dtype=np.bool_)
+            for i, is_target in enumerate(per_segment_is_target):
+                if is_target:
+                    speeches_loss_input_np[i] = speech_masks_np[i]
+            speeches_loss_input_tensor = torch.tensor(speeches_loss_input_np, dtype=torch.bool)
+
+            # Semantic features
+            if self.compute_semantics and hasattr(self.processor, "semantic_tokenizer") and self.processor.semantic_tokenizer is not None:
+                sem_feats: List[np.ndarray] = []
+                for w in all_speech_waveforms:
+                    try:
+                        # Expect [T, D]  where T ≈ ceil(len(w)/compress_ratio)
+                        sem = self.processor.semantic_tokenizer.encode(w)
+                        sem = np.asarray(sem, dtype=np.float32)
+                    except Exception:
+                        sem = np.zeros((0, self.semantic_vae_dim), dtype=np.float32)
+                    if sem.ndim != 2:
+                        raise RuntimeError(f"Semantic tokenizer returned unexpected shape {sem.shape}. Expect [T, D].")
+                    L = sem.shape[0]
+                    D = sem.shape[1]
+                    if D != self.semantic_vae_dim:
+                        if D < self.semantic_vae_dim:
+                            pad_d = np.zeros((L, self.semantic_vae_dim - D), dtype=np.float32)
+                            sem = np.concatenate([sem, pad_d], axis=1)
+                        else:
+                            sem = sem[:, : self.semantic_vae_dim]
+                    if L < max_latent_len:
+                        pad = np.zeros((max_latent_len - L, self.semantic_vae_dim), dtype=np.float32)
+                        sem = np.concatenate([sem, pad], axis=0)
+                    elif L > max_latent_len:
+                        sem = sem[:max_latent_len]
+                    sem_feats.append(sem.astype(np.float32))
+                speech_semantic_tensors = torch.tensor(np.stack(sem_feats, axis=0), dtype=torch.float32)
+            else:
+                # Semantic tokenizer unavailable - use zero features as fallback
+                # این امکان برای preprocess مفید است که semantic_tokenizer بارگذاری نشود
+                if not self.compute_semantics:
+                    # preprocess mode - صفر features
+                    sem_feats = [np.zeros((max_latent_len, self.semantic_vae_dim), dtype=np.float32) 
+                                for _ in all_speech_waveforms]
+                    speech_semantic_tensors = torch.tensor(np.stack(sem_feats, axis=0), dtype=torch.float32)
+                else:
+                    # training mode - اگر compute_semantics = True باشد اما tokenizer نباشد، خطا
+                    raise RuntimeError(
+                        "Semantic features are required but could not be computed. "
+                        "Ensure processor.semantic_tokenizer is available or set compute_semantics=False for preprocessing."
+                    )
+        else:
+            speech_tensors_tensor = None
+            speech_masks_tensor = None
+            speeches_loss_input_tensor = None
+            speech_semantic_tensors = None  # No segments in batch
+
+        if self.debug_checks:
+            assert (input_ids_tensor >= 0).all(), "input_ids contains negative indices"
+            if speech_tensors_tensor is not None:
+                assert speech_tensors_tensor.dim() == 2, "Expected speech_tensors 2D [segments, samples]"
+
+        return {
+            "input_ids": input_ids_tensor,
+            "attention_mask": attention_mask_tensor,
+            "speech_tensors": speech_tensors_tensor,
+            "speech_masks": speech_masks_tensor,
+            "speech_semantic_tensors": speech_semantic_tensors,
+            "acoustic_input_mask": acoustic_input_mask_tensor,
+            "acoustic_loss_mask": acoustic_loss_mask_tensor,
+            "speeches_loss_input": speeches_loss_input_tensor,
+        }
diff --git a/VibeVoice-finetuning/src/finetune_vibevoice_lora.py b/VibeVoice-finetuning/src/finetune_vibevoice_lora.py
new file mode 100644
index 0000000000000000000000000000000000000000..bfc1e90a69b1dd49744799ab55cb7b8b49d29077
--- /dev/null
+++ b/VibeVoice-finetuning/src/finetune_vibevoice_lora.py
@@ -0,0 +1,902 @@
+# train_vibevoice_lora.py
+import logging
+import os
+from dataclasses import dataclass, field
+from typing import Any, Dict, List, Optional, Tuple
+
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+from datasets import load_dataset, DatasetDict, VerificationMode
+
+from transformers import (
+    HfArgumentParser,
+    Trainer,
+    set_seed,
+    TrainerCallback,
+)
+from transformers import TrainingArguments as HfTrainingArguments
+
+from peft import LoraConfig, get_peft_model, TaskType
+
+from vibevoice.modular.modeling_vibevoice import VibeVoiceForConditionalGeneration
+from vibevoice.modular.configuration_vibevoice import VibeVoiceConfig
+from vibevoice.processor.vibevoice_processor import VibeVoiceProcessor
+
+from data_vibevoice import VibeVoiceDataset, VibeVoiceCollator
+
+logger = logging.getLogger(__name__)
+
+# ================== SAMPLE CALLBACK UTILS ==================
+
+import copy
+import torch
+from transformers import TrainerCallback
+
+class EmaCallback(TrainerCallback):
+    def __init__(self, attr_path="model.prediction_head", decay=0.999, device="cpu"):
+        """
+        attr_path: where the head lives under self.model (Trainer wraps your VibeVoiceForConditionalGeneration)
+        decay:     EMA decay (0.999 ~ stable, 0.9999 ~ very smooth, slower to adapt)
+        """
+        self.attr_path = attr_path
+        self.decay = float(decay)
+        self.device = torch.device(device)
+        self.shadow = None
+        self._orig = None  # store non-EMA weights when we swap
+
+    def _get_module(self, model):
+        # Resolve dotted path like "model.prediction_head"
+        mod = model
+        for name in self.attr_path.split('.'):
+            mod = getattr(mod, name)
+        return mod
+
+    def on_train_begin(self, args, state, control, model=None, **kwargs):
+        head = self._get_module(model)
+        self.shadow = {k: p.detach().to(self.device).clone()
+                       for k, p in head.state_dict().items()}
+
+    def on_step_end(self, args, state, control, model=None, **kwargs):
+        if self.shadow is None: return
+        head = self._get_module(model)
+        with torch.no_grad():
+            for k, v in head.state_dict().items():
+                self.shadow[k].mul_(self.decay).add_(v.detach().to(self.device), alpha=(1.0 - self.decay))
+
+    # ---- Swap helpers ----
+    def _swap_in_ema(self, model):
+        head = self._get_module(model)
+        self._orig = copy.deepcopy(head.state_dict())
+        head.load_state_dict(self.shadow, strict=False)
+
+    def _swap_back(self, model):
+        if self._orig is None: return
+        head = self._get_module(model)
+        head.load_state_dict(self._orig, strict=False)
+        self._orig = None
+
+    def on_evaluate(self, args, state, control, model=None, **kwargs):
+        # use EMA during eval
+        self._swap_in_ema(model)
+
+    def on_evaluate_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_save(self, args, state, control, model=None, **kwargs):
+        # temporarily swap to EMA, let Trainer save, then swap back
+        self._swap_in_ema(model)
+
+    def on_save_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_train_end(self, args, state, control, model=None, **kwargs):
+        # final checkpoint: persist EMA
+        self._swap_in_ema(model)
+
+
+@dataclass
+class ModelArguments:
+    model_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to VibeVoice base model with config.json"}
+    )
+    processor_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to processor dir (preprocessor_config.json). Defaults to model path."}
+    )
+    cache_dir: Optional[str] = field(default=None)
+    freeze_acoustic_tokenizer: bool = field(default=True)
+    freeze_semantic_tokenizer: bool = field(default=True)
+    lora_r: int = field(default=8)
+    lora_alpha: int = field(default=32)
+    lora_dropout: float = field(default=0.05)
+    lora_target_modules: str = field(
+        default="q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
+        metadata={"help": "Comma-separated list of target module names in the LLM blocks"},
+    )
+    lora_wrap_diffusion_head: bool = field(default=False, metadata={"help": "Wrap diffusion head with PEFT LoRA"})
+    train_diffusion_head: bool = field(default=False, metadata={"help": "Train diffusion prediction head (full fine-tune)"})
+    train_connectors: bool = field(default=False, metadata={"help": "Train acoustic/semantic connectors (full fine-tune)"})
+    layers_to_freeze: Optional[str] = field(
+        default=None, 
+        metadata={"help": "Comma-separated indices of diffusion head layers to freeze (e.g., '0,1,5,7,8')."}
+    )
+
+@dataclass
+class DataArguments:
+    dataset_name: Optional[str] = field(default=None, metadata={"help": "HF dataset name or 'json' with --train_jsonl for local files"})
+    dataset_config_name: Optional[str] = field(default=None)
+    train_split_name: str = field(default="train")
+    eval_split_name: Optional[str] = field(default="validation")
+    text_column_name: str = field(default="text")
+    audio_column_name: str = field(default="audio")
+    voice_prompts_column_name: Optional[str] = field(default="voice_prompts")
+    eval_split_size: float = field(default=0.0)
+    ignore_verifications: bool = field(default=False)
+    max_length: Optional[int] = field(default=None)
+    train_jsonl: Optional[str] = field(default=None, metadata={"help": "Path to local train JSONL with {text, audio, [voice_prompts]}"})
+    validation_jsonl: Optional[str] = field(default=None, metadata={"help": "Optional path to local validation JSONL"})
+    voice_prompt_drop_rate: float = field(
+        default=0.0,
+        metadata={"help": "Probability to drop conditioning voice prompt during training (0.0 keep always, 1.0 drop always)."},
+    )
+
+@dataclass
+class CustomTrainingArguments(HfTrainingArguments):
+    ddpm_batch_mul: int = field(default=1)
+    ce_loss_weight: float = field(default=1.0)
+    diffusion_loss_weight: float = field(default=1.0)
+    debug_ce_details: bool = field(default=False)
+    debug_ce_topk: int = field(default=5)
+    debug_ce_max_examples: int = field(default=1)
+    debug_ce_every_n_steps: int = field(default=200)
+    gradient_clipping: bool = field(
+        default=False,
+        metadata={"help": "Enable gradient clipping using max_grad_norm (set via --max_grad_norm, default 1.0). When False, disables clipping by forcing max_grad_norm=0.0."},
+    )
+    debug_save: bool = field(
+        default=False,
+        metadata={"help": "If set, saves model components BEFORE training starts, into output_dir/debug_initial."},
+    )
+
+def build_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = [s.strip() for s in args.lora_target_modules.split(",") if s.strip()]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.CAUSAL_LM,
+        target_modules=target_modules,
+    )
+
+def build_head_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = ["noisy_images_proj","cond_proj","gate_proj","up_proj","down_proj","linear"]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.FEATURE_EXTRACTION,
+        target_modules=target_modules,
+    )
+
+def mask_for_ce(labels: torch.Tensor, attention_mask: torch.Tensor, acoustic_input_mask: torch.Tensor, pad_id: int = -100) -> torch.Tensor:
+    shifted = labels[:, 1:].contiguous()
+    base_mask = attention_mask[:, 1:].contiguous().eq(1) if (attention_mask is not None and attention_mask.numel() > 0) else torch.ones_like(shifted, dtype=torch.bool)
+    label_is_acoustic = acoustic_input_mask[:, 1:].contiguous()
+    final_mask = base_mask & (~label_is_acoustic)
+    out = shifted.clone()
+    out[~final_mask] = pad_id
+    return out
+
+def _patch_acoustic_encode_for_legacy_indexing(model_obj, logger_):
+    try:
+        acoustic = getattr(getattr(model_obj, "model", model_obj), "acoustic_tokenizer", None)
+        if acoustic is None or not hasattr(acoustic, "encode"):
+            logger_.warning("No acoustic_tokenizer.encode() found to patch.")
+            return
+        base_encode = acoustic.encode
+        def encode_wrapped(*args, **kwargs):
+            out = base_encode(*args, **kwargs)
+            try:
+                _ = out[0][0]
+                return out
+            except Exception:
+                pass
+            if isinstance(out, dict):
+                for k in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                    if k in out:
+                        return [[out[k]]]
+                if len(out) > 0:
+                    return [[next(iter(out.values()))]]
+            for attr in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                if hasattr(out, attr):
+                    return [[getattr(out, attr)]]
+            try:
+                if isinstance(out, torch.Tensor):
+                    return [[out]]
+            except Exception:
+                pass
+            return [[out]]
+        acoustic.encode = encode_wrapped
+        logger_.info("Patched acoustic_tokenizer.encode() to return [[...]] for legacy indexing.")
+    except Exception as e:
+        logger_.warning(f"Failed to patch acoustic_tokenizer.encode(): {e}")
+
+def main() -> None:
+    parser = HfArgumentParser((ModelArguments, DataArguments, CustomTrainingArguments))
+    model_args, data_args, training_args = parser.parse_args_into_dataclasses()
+
+    logging.basicConfig(
+        format="%(asctime)s - %(levelname)s - %(name)s - %(message)s",
+        datefmt="%m/%d/%Y %H:%M:%S",
+        level=logging.INFO if training_args.local_rank in [-1, 0] else logging.WARN,
+    )
+    logger.info("Training/evaluation parameters %s", training_args)
+    set_seed(training_args.seed)
+
+    # Configure gradient clipping
+    if not getattr(training_args, "gradient_clipping", False):
+        if hasattr(training_args, "max_grad_norm"):
+            training_args.max_grad_norm = 0.0
+            logger.info("Gradient clipping disabled (set max_grad_norm=0.0). Use --gradient_clipping to enable.")
+    else:
+        if (not hasattr(training_args, "max_grad_norm")) or training_args.max_grad_norm is None or training_args.max_grad_norm <= 0:
+            training_args.max_grad_norm = 1.0
+        logger.info(f"Gradient clipping enabled: max_grad_norm={training_args.max_grad_norm}")
+
+    # Load processor
+    processor_path = model_args.processor_name_or_path or model_args.model_name_or_path
+    if processor_path is None:
+        raise ValueError("--model_name_or_path (or --processor_name_or_path) must be provided")
+    processor: VibeVoiceProcessor = VibeVoiceProcessor.from_pretrained(processor_path)
+
+    # Required special tokens
+    tok = processor.tokenizer
+    for required in ["speech_start_id", "speech_diffusion_id", "speech_end_id"]:
+        if not hasattr(tok, required) or getattr(tok, required) is None:
+            raise RuntimeError(f"Tokenizer missing required special id: {required}")
+
+    # Load model
+    if model_args.model_name_or_path is None:
+        raise ValueError("--model_name_or_path is required to load VibeVoice base model")
+    dtype = torch.float32
+    if training_args.bf16:
+        dtype = torch.bfloat16
+    elif getattr(training_args, "fp16", False):
+        dtype = torch.float16
+    model = VibeVoiceForConditionalGeneration.from_pretrained(
+        model_args.model_name_or_path,
+        torch_dtype=dtype,
+    )
+    _patch_acoustic_encode_for_legacy_indexing(model, logger)
+    processor.semantic_tokenizer = getattr(model.model, "semantic_tokenizer", None)
+
+    # Diagnostics: LM head tie
+    try:
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        shared_ptr = bool(in_w is not None and out_w is not None and in_w.data_ptr() == out_w.data_ptr())
+        values_equal = False
+        if in_w is not None and out_w is not None and in_w.shape == out_w.shape:
+            try:
+                values_equal = bool(torch.allclose(in_w, out_w))
+            except Exception:
+                values_equal = False
+        try:
+            tie_cfg = getattr(getattr(model.config, "decoder_config", model.config), "tie_word_embeddings", None)
+        except Exception:
+            tie_cfg = getattr(model.config, "tie_word_embeddings", None)
+        logger.info(f"LM head diagnostics -> shared_params={shared_ptr}, values_equal={values_equal}, tie_word_embeddings={tie_cfg}")
+        if out_w is not None:
+            logger.info(f"LM head requires_grad before freeze: {bool(out_w.requires_grad)}")
+    except Exception as e:
+        logger.warning(f"LM head tie diagnostics failed: {e}")
+
+    # Hard-tie LM head
+    try:
+        emb_module = model.get_input_embeddings()
+        head_module = model.get_output_embeddings()
+        if hasattr(emb_module, "weight") and hasattr(head_module, "weight"):
+            if emb_module.weight.shape == head_module.weight.shape and emb_module.weight.data_ptr() != head_module.weight.data_ptr():
+                with torch.no_grad():
+                    head_module.weight = emb_module.weight
+                logger.info("Force-tied LM head weight to input embeddings (pointer share).")
+    except Exception as e:
+        logger.warning(f"Force-tie of LM head failed: {e}")
+
+    # Validate special IDs (info logs only)
+    try:
+        special_names = ["speech_start_id", "speech_diffusion_id", "speech_end_id"]
+        try:
+            vocab_size = int(getattr(model.config.decoder_config, "vocab_size", 0))
+        except Exception:
+            vocab_size = 0
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        for name in special_names:
+            val = getattr(tok, name, None)
+            exists = (val is not None)
+            in_range = (exists and isinstance(val, int) and 0 <= val < vocab_size)
+            equal_row = None
+            if in_range and in_w is not None and out_w is not None and in_w.shape == out_w.shape and in_w.size(0) > val:
+                try:
+                    equal_row = bool(torch.allclose(in_w[val], out_w[val]))
+                except Exception:
+                    equal_row = False
+            decoded_str = None
+            if exists and isinstance(val, int):
+                try:
+                    decoded_str = tok.decode([val])
+                except Exception:
+                    try:
+                        decoded_str = tok.convert_ids_to_tokens(val)
+                    except Exception:
+                        decoded_str = "<decode_failed>"
+            logger.info(f"Special token check -> {name}={val}, decoded='{decoded_str}', exists={exists}, in_vocab_range={in_range}, emb_vs_head_row_equal={equal_row}")
+    except Exception as e:
+        logger.warning(f"Special token ID/row validation failed: {e}")
+
+    # Quick tokenizer diagnostics (optional)
+    try:
+        logger.info("=== TOKENIZER DIAGNOSTICS ===")
+        logger.info(f"Tokenizer class: {type(tok).__name__}")
+        logger.info(f"Tokenizer vocab_size: {tok.vocab_size}")
+        # tiny CE smoke test
+        with torch.no_grad():
+            simple_text = "The cat sat on the mat."
+            simple_ids = torch.tensor([tok.encode(simple_text, add_special_tokens=True)], device=model.device)
+            simple_mask = torch.ones_like(simple_ids)
+            x = model.get_input_embeddings()(simple_ids)
+            outputs = model.model(inputs_embeds=x, attention_mask=simple_mask, return_dict=True)
+            logits = model.lm_head(outputs.last_hidden_state)
+            shift_logits = logits[:, :-1, :].contiguous()
+            shift_labels = simple_ids[:, 1:].contiguous()
+            ce_loss = F.cross_entropy(shift_logits.view(-1, shift_logits.size(-1)), shift_labels.view(-1), reduction='mean')
+            logger.info(f"Simple text CE loss: {ce_loss.item():.4f}")
+    except Exception as e:
+        logger.warning(f"Tokenizer diagnostics failed: {e}")
+
+    # Disable cache during training
+    if hasattr(model.config, "use_cache") and training_args.do_train:
+        model.config.use_cache = False
+
+    # Freeze tokenizers
+    if model_args.freeze_acoustic_tokenizer and hasattr(model.model, "acoustic_tokenizer"):
+        for p in model.model.acoustic_tokenizer.parameters():
+            p.requires_grad = False
+    if model_args.freeze_semantic_tokenizer and hasattr(model.model, "semantic_tokenizer"):
+        for p in model.model.semantic_tokenizer.parameters():
+            p.requires_grad = False
+
+    # LoRA wrap LLM (optional)
+    lora_cfg = build_lora_config(model_args)
+    tm_lower = [s.strip().lower() for s in model_args.lora_target_modules.split(",") if s.strip()]
+    skip_lm_lora = (len(tm_lower) == 0) or all(t in ("none", "off", "disable", "disabled") for t in tm_lower)
+    if not skip_lm_lora:
+        model.model.language_model = get_peft_model(model.model.language_model, lora_cfg)
+    else:
+        logger.info("Skipping LLM LoRA wrapping (lora_target_modules indicates none).")
+
+    try:
+        model.tie_weights()
+    except Exception:
+        pass
+
+    # Freeze all then enable trainable subsets
+    for _, p in model.named_parameters():
+        p.requires_grad = False
+
+    try:
+        for n, p in model.model.language_model.named_parameters():
+            if "lora_A" in n or "lora_B" in n:
+                p.requires_grad = True
+    except Exception:
+        logger.warning("Could not re-enable LoRA params on language_model.")
+
+    # Diffusion head LoRA wrapping (optional)
+    if getattr(model_args, "lora_wrap_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        class _HeadForwardShim(nn.Module):
+            def __init__(self, base: nn.Module): super().__init__(); self.base = base
+            def forward(self, *args, **kwargs):
+                if len(args) >= 3:
+                    noisy_images, timesteps, condition = args[:3]
+                else:
+                    noisy_images = kwargs.get("noisy_images")
+                    timesteps = kwargs.get("timesteps")
+                    condition = kwargs.get("condition")
+                return self.base(noisy_images, timesteps, condition)
+        try:
+            shim = _HeadForwardShim(model.model.prediction_head)
+            model.model.prediction_head = get_peft_model(shim, build_head_lora_config(model_args))
+            for n, p in model.model.prediction_head.named_parameters():
+                if "lora_A" in n or "lora_B" in n:
+                    p.requires_grad = True
+        except Exception as e:
+            logger.warning(f"Could not LoRA-wrap diffusion head: {e}")
+
+    # Train full diffusion head (optional)
+    if getattr(model_args, "train_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        for p in model.model.prediction_head.parameters():
+            p.requires_grad = True
+
+    # Freeze diffusion head layers (optional)
+    if model_args.layers_to_freeze is not None and hasattr(model.model, "prediction_head"):
+        head_params = list(model.model.prediction_head.named_parameters())
+        try:
+            indices_to_freeze = {int(x.strip()) for x in model_args.layers_to_freeze.split(',') if x.strip()}
+            frozen_count = 0
+            for i, (name, param) in enumerate(head_params):
+                if i in indices_to_freeze:
+                    param.requires_grad = False
+                    frozen_count += 1
+                    logger.info(f"Froze layer [{i}]: {name}")
+            logger.info(f"Successfully froze {frozen_count} parameter groups in the diffusion head.")
+        except Exception as e:
+            logger.error(f"Could not parse --layers_to_freeze: {e}")
+            raise
+    
+    # Connectors
+    if getattr(model_args, "train_connectors", False):
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = True
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = True
+    else:
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = False
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = False
+
+    # Freeze embedding + head
+    try:
+        emb = model.get_input_embeddings()
+        if hasattr(emb, "weight"):
+            emb.weight.requires_grad_(False)
+        head = model.get_output_embeddings()
+        if head is not None and hasattr(head, "weight"):
+            head.weight.requires_grad_(False)
+    except Exception:
+        pass
+
+    # Diagnostics
+    def _sum_params(named_iter):
+        return sum(p.numel() for _, p in named_iter if p.requires_grad)
+    try:
+        lm_lora = _sum_params(model.model.language_model.named_parameters()) if hasattr(model.model, "language_model") else 0
+        pred_head_train = _sum_params(model.model.prediction_head.named_parameters()) if hasattr(model.model, "prediction_head") else 0
+        ac_conn_train = _sum_params(model.model.acoustic_connector.named_parameters()) if hasattr(model.model, "acoustic_connector") else 0
+        se_conn_train = _sum_params(model.model.semantic_connector.named_parameters()) if hasattr(model.model, "semantic_connector") else 0
+        total_trainable = sum(p.numel() for p in model.parameters() if p.requires_grad)
+        logger.info(f"Trainable by block -> LLM-LoRA: {lm_lora:,} | diff_head: {pred_head_train:,} | ac_conn: {ac_conn_train:,} | se_conn: {se_conn_train:,}")
+        logger.info("TOTAL trainable: %s", f"{total_trainable:,}")
+    except Exception:
+        pass
+
+    # Datasets
+    verification_mode = VerificationMode.NO_CHECKS if data_args.ignore_verifications else VerificationMode.BASIC_CHECKS
+    if data_args.train_jsonl is not None:
+        data_files: Dict[str, str] = {"train": data_args.train_jsonl}
+        if data_args.validation_jsonl is not None:
+            data_files["validation"] = data_args.validation_jsonl
+        raw = load_dataset("json", data_files=data_files, verification_mode=verification_mode, cache_dir=model_args.cache_dir)
+    else:
+        if data_args.dataset_name is None:
+            raise ValueError("Provide --dataset_name (HF datasets) or use --train_jsonl/--validation_jsonl for local files.")
+        raw = load_dataset(
+            data_args.dataset_name,
+            data_args.dataset_config_name,
+            verification_mode=verification_mode,
+            cache_dir=model_args.cache_dir,
+        )
+    train_ds = raw[data_args.train_split_name]
+    eval_ds = None
+    if training_args.do_eval:
+        if data_args.eval_split_name and data_args.eval_split_name in raw:
+            eval_ds = raw[data_args.eval_split_name]
+        elif data_args.eval_split_size and data_args.eval_split_size > 0 and len(train_ds) > 1:
+            split = train_ds.train_test_split(test_size=data_args.eval_split_size, seed=training_args.seed)
+            train_ds, eval_ds = split["train"], split["test"]
+
+    train_dataset = VibeVoiceDataset(
+        train_ds,
+        text_column=data_args.text_column_name,
+        audio_column=data_args.audio_column_name,
+        voice_prompts_column=data_args.voice_prompts_column_name,
+    )
+    eval_dataset = None
+    if eval_ds is not None:
+        eval_dataset = VibeVoiceDataset(
+            eval_ds,
+            text_column=data_args.text_column_name,
+            audio_column=data_args.audio_column_name,
+            voice_prompts_column=data_args.voice_prompts_column_name,
+        )
+
+    # Ratios/dims from processor+model
+    speech_compress_ratio = getattr(processor, "speech_tok_compress_ratio", 3200)
+    semantic_dim = getattr(model.config, "semantic_vae_dim", None)
+    if semantic_dim is None:
+        try:
+            semantic_dim = int(getattr(model.config.semantic_tokenizer_config, "vae_dim", 128))
+        except Exception:
+            semantic_dim = 128
+
+    compute_semantics_flag = hasattr(processor, "semantic_tokenizer") and processor.semantic_tokenizer is not None
+
+    data_collator = VibeVoiceCollator(
+        processor=processor,
+        max_length=data_args.max_length,
+        speech_compress_ratio=speech_compress_ratio,
+        semantic_vae_dim=semantic_dim,
+        compute_semantics=compute_semantics_flag,
+        debug_checks=False,
+        voice_prompt_drop_rate=data_args.voice_prompt_drop_rate,
+    )
+
+    class LoRADebugCallback(TrainerCallback):
+        def __init__(self, log_every_n_steps: int = 50):
+            self.log_every_n_steps = max(1, int(log_every_n_steps))
+            self.prev_param_norms: Dict[str, float] = {}
+            self.lora_param_names: List[str] = []
+
+        def on_train_begin(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None:
+                    return
+                named: Dict[str, torch.nn.Parameter] = dict(model.named_parameters())
+                self.lora_param_names = [n for n in named.keys() if ("lora_A" in n or "lora_B" in n)]
+                for n in self.lora_param_names:
+                    p = named[n]
+                    self.prev_param_norms[n] = float(p.data.norm().item())
+                total = len(self.lora_param_names)
+                req_grad = sum(1 for n in self.lora_param_names if named[n].requires_grad)
+                num_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                num_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                zero_B = sum(1 for n in self.lora_param_names if ("lora_B" in n and float(named[n].data.norm().item()) == 0.0))
+                logger.info(f"LoRA debug: found {total} LoRA params (A={num_A}, B={num_B}); trainable={req_grad}. Initial lora_B_zero={zero_B}.")
+                if total == 0:
+                    logger.warning("LoRA debug: No LoRA parameters found. Check lora_target_modules.")
+                if req_grad != total:
+                    logger.warning("LoRA debug: Some LoRA params are frozen. They should be trainable.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_train_begin) failed: {e}")
+
+        def on_step_end(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None or len(self.lora_param_names) == 0:
+                    return
+                step = int(getattr(state, "global_step", 0) or 0)
+                if step % self.log_every_n_steps != 0 and step != 1:
+                    return
+                named: Dict[str, torch.nn.Parameter] = dict(model.named_parameters())
+                changed_A = 0
+                changed_B = 0
+                zero_B = 0
+                eps = 1e-12
+                for n in self.lora_param_names:
+                    p = named.get(n, None)
+                    if p is None:
+                        continue
+                    prev = self.prev_param_norms.get(n, 0.0)
+                    curr = float(p.data.norm().item())
+                    if "lora_A" in n and abs(curr - prev) > eps:
+                        changed_A += 1
+                    if "lora_B" in n:
+                        if abs(curr - prev) > eps:
+                            changed_B += 1
+                        if curr == 0.0:
+                            zero_B += 1
+                    self.prev_param_norms[n] = curr
+                total_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                total_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                logger.info(f"LoRA debug step {step}: changed A {changed_A}/{total_A}, changed B {changed_B}/{total_B}, lora_B_zero_now={zero_B}.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_step_end) failed: {e}")
+
+    class VibeVoiceTrainer(Trainer):
+        def compute_loss(self, model: VibeVoiceForConditionalGeneration, inputs: Dict[str, Any], return_outputs=False, num_items_in_batch: Optional[int] = None):
+            labels = inputs.get("input_ids")
+            attention_mask = inputs.get("attention_mask")
+            acoustic_input_mask = inputs.get("acoustic_input_mask")
+
+            # Ensure semantic tensors exist and have correct dtype/device
+            sem = inputs.get("speech_semantic_tensors", None)
+            try:
+                target_dtype = next(model.model.semantic_connector.parameters()).dtype
+            except Exception:
+                target_dtype = model.get_input_embeddings().weight.dtype
+
+            if sem is None:
+                sm = inputs.get("speech_masks")
+                if sm is not None:
+                    zeros = torch.zeros(
+                        sm.size(0), sm.size(1),
+                        getattr(model.config, "semantic_vae_dim", 128),
+                        dtype=target_dtype,
+                        device=sm.device,
+                    )
+                    inputs["speech_semantic_tensors"] = zeros
+            else:
+                if isinstance(sem, torch.Tensor):
+                    inputs["speech_semantic_tensors"] = sem.to(dtype=target_dtype)
+
+            outputs = model(
+                input_ids=inputs.get("input_ids"),
+                attention_mask=attention_mask,
+                speech_tensors=inputs.get("speech_tensors"),
+                speech_masks=inputs.get("speech_masks"),
+                speech_semantic_tensors=inputs.get("speech_semantic_tensors"),
+                acoustic_input_mask=acoustic_input_mask,
+                acoustic_loss_mask=inputs.get("acoustic_loss_mask"),
+                speeches_loss_input=inputs.get("speeches_loss_input"),
+                ddpm_batch_mul=training_args.ddpm_batch_mul,
+            )
+
+            # Invariants: token/latent selection equality across views (warn, don't assert)
+            try:
+                al_mask = inputs.get("acoustic_loss_mask")
+                sp_masks = inputs.get("speech_masks")
+                sp_loss_sel = inputs.get("speeches_loss_input")
+                num_tok_total = int(acoustic_input_mask.sum().item()) if acoustic_input_mask is not None else 0
+                num_tok_loss = int(al_mask.sum().item()) if al_mask is not None else 0
+                num_lat_total = int(sp_masks.sum().item()) if sp_masks is not None else 0
+                num_lat_loss = int(((sp_loss_sel & sp_masks).sum().item())) if (sp_loss_sel is not None and sp_masks is not None) else 0
+                self.log({
+                    "debug/num_tok_total": float(num_tok_total),
+                    "debug/num_tok_loss": float(num_tok_loss),
+                    "debug/num_lat_total": float(num_lat_total),
+                    "debug/num_lat_loss": float(num_lat_loss),
+                })
+                if sp_loss_sel is not None and sp_masks is not None and al_mask is not None:
+                    if num_tok_loss != num_lat_loss:
+                        logger.warning(f"Loss selection mismatch: acoustic_loss_mask={num_tok_loss} vs speeches_loss_input={num_lat_loss}")
+            except Exception:
+                pass
+
+            # CE Loss
+            logits = outputs.logits
+            ce_labels = mask_for_ce(labels, attention_mask, acoustic_input_mask, pad_id=-100)
+            shift_logits = logits[:, :-1, :].contiguous()
+            loss_fct = nn.CrossEntropyLoss(ignore_index=-100)
+            ce_loss = loss_fct(shift_logits.view(-1, shift_logits.size(-1)), ce_labels.view(-1))
+
+            # Optional CE diagnostics
+            try:
+                self._debug_ce(shift_logits, ce_labels, attention_mask, acoustic_input_mask)
+            except Exception as e:
+                logger.warning(f"Failed invoking CE debug: {e}")
+
+            # Diffusion loss
+            diffusion_loss = outputs.diffusion_loss if outputs.diffusion_loss is not None else torch.tensor(0.0, device=ce_loss.device)
+            total = training_args.ce_loss_weight * ce_loss + training_args.diffusion_loss_weight * diffusion_loss
+
+            # Logs
+            try:
+                prefix = "train" if model.training else "eval"
+                self.log({
+                    f"{prefix}/ce_loss": ce_loss.detach().item(),
+                    f"{prefix}/diffusion_loss": diffusion_loss.detach().item() if isinstance(diffusion_loss, torch.Tensor) else float(diffusion_loss),
+                })
+                if hasattr(self, "optimizer") and self.optimizer is not None and len(self.optimizer.param_groups) > 0:
+                    lr_val = self.optimizer.param_groups[0].get("lr", None)
+                    if lr_val is not None:
+                        self.log({"train/learning_rate_real": float(lr_val)})
+            except Exception:
+                pass
+
+            return (total, outputs) if return_outputs else total
+
+        def _debug_ce(self, shift_logits: torch.Tensor, ce_labels: torch.Tensor, attention_mask: Optional[torch.Tensor], acoustic_input_mask: Optional[torch.Tensor]):
+            try:
+                if not getattr(training_args, "debug_ce_details", False):
+                    return
+                step = int(getattr(self.state, "global_step", 0) or 0)
+                every_n = max(1, int(getattr(training_args, "debug_ce_every_n_steps", 200) or 200))
+                if not (step <= 1 or (step % every_n == 0)):
+                    return
+
+                with torch.no_grad():
+                    vocab = shift_logits.size(-1)
+                    per_token_loss = F.cross_entropy(
+                        shift_logits.view(-1, vocab),
+                        ce_labels.view(-1),
+                        reduction="none",
+                        ignore_index=-100,
+                    ).view_as(ce_labels)
+
+                    valid_mask = ce_labels.ne(-100)
+                    num_valid = int(valid_mask.sum().item())
+                    avg_loss = float((per_token_loss[valid_mask].mean().item())) if num_valid > 0 else float("nan")
+
+                    per_ex_avgs = []
+                    max_examples = max(1, int(getattr(training_args, "debug_ce_max_examples", 1) or 1))
+                    B = ce_labels.size(0)
+                    for b in range(min(B, max_examples)):
+                        vb = valid_mask[b]
+                        if int(vb.sum().item()) > 0:
+                            per_ex_avgs.append(float(per_token_loss[b][vb].mean().item()))
+                        else:
+                            per_ex_avgs.append(float("nan"))
+                    logger.info(f"CE debug: tokens_in_loss={num_valid}, avg_loss={avg_loss:.4f}, per_example_avgs={[round(x,4) if x==x else None for x in per_ex_avgs]}")
+            except Exception as e:
+                logger.warning(f"CE detailed debug failed: {e}")
+
+        # --------- CRITICAL SAVE OVERRIDES: also dump FULL head/connectors for inference ---------
+  
+
+        def _save(self, output_dir: Optional[str] = None, state_dict=None) -> None:
+            try:
+                target_dir = output_dir or self.args.output_dir
+                lora_out = os.path.join(target_dir, "lora")
+                os.makedirs(lora_out, exist_ok=True)
+    
+                # --- LLM PEFT adapters (if LoRA-wrapped) ---
+                language_model = getattr(self.model.model, "language_model", None)
+                if hasattr(language_model, "save_pretrained"):
+                    language_model.save_pretrained(lora_out)
+    
+                # --- Diffusion head PEFT adapters (if LoRA-wrapped) ---
+                pred_head = getattr(self.model.model, "prediction_head", None)
+                if hasattr(pred_head, "save_pretrained"):
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    pred_head.save_pretrained(ph_dir)
+    
+                # --- ALWAYS save FULL diffusion head state_dict for fallback ---
+                if pred_head is not None and hasattr(pred_head, "state_dict"):
+                    sd = pred_head.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+    
+                # --- Connectors (plain state_dicts) ---
+                ac = getattr(self.model.model, "acoustic_connector", None)
+                if ac is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+    
+                se = getattr(self.model.model, "semantic_connector", None)
+                if se is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+    
+            except Exception as e:
+                logger.warning(f"Failed to save LoRA assets: {e}")
+
+
+    # ------------- Build the Trainer -------------
+
+    # Resolve which adapters to apply in samples
+
+    ema_cb = EmaCallback(attr_path="model.prediction_head", decay=0.999, device="cpu")
+
+    trainer = VibeVoiceTrainer(
+        model=model,
+        args=training_args,
+        train_dataset=train_dataset,
+        eval_dataset=eval_dataset,
+        data_collator=data_collator,
+        callbacks=[ema_cb, LoRADebugCallback(log_every_n_steps=(int(getattr(training_args, "logging_steps", 50) or 50)))],
+    )
+
+    # Optional debug pre-training save
+    if getattr(training_args, "debug_save", False):
+        try:
+            debug_dir = os.path.join(training_args.output_dir, "debug_initial")
+            lora_out = os.path.join(debug_dir, "lora")
+            os.makedirs(lora_out, exist_ok=True)
+            logger.info(f"[debug_save] Saving initial (pre-training) model components to: {debug_dir}")
+            # language model adapters / base
+            try:
+                if hasattr(model.model.language_model, "save_pretrained"):
+                    model.model.language_model.save_pretrained(lora_out)
+            except Exception as e_lm:
+                logger.warning(f"[debug_save] Failed to save language_model: {e_lm}")
+            # diffusion head
+            try:
+                if hasattr(model.model, "prediction_head") and hasattr(model.model.prediction_head, "save_pretrained"):
+                    model.model.prediction_head.save_pretrained(os.path.join(lora_out, "diffusion_head"))
+            except Exception as e_head:
+                logger.warning(f"[debug_save] Failed to save prediction_head: {e_head}")
+            # NEW: full diffusion head state_dict as fallback
+            try:
+                ph = getattr(model.model, "prediction_head", None)
+                if ph is not None and hasattr(ph, "state_dict"):
+                    sd = ph.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    os.makedirs(os.path.join(lora_out, "diffusion_head"), exist_ok=True)
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head", "diffusion_head_full.bin"))
+            except Exception as e:
+                logger.warning(f"[debug_save] Failed to save FULL diffusion head: {e}")
+            # connectors
+            try:
+                ac_conn = getattr(model.model, "acoustic_connector", None)
+                if ac_conn is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac_conn.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+            except Exception as e_ac:
+                logger.warning(f"[debug_save] Failed to save acoustic_connector: {e_ac}")
+            try:
+                se_conn = getattr(model.model, "semantic_connector", None)
+                if se_conn is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se_conn.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+            except Exception as e_se:
+                logger.warning(f"[debug_save] Failed to save semantic_connector: {e_se}")
+        except Exception as e:
+            logger.warning(f"[debug_save] Unexpected failure saving initial components: {e}")
+
+    if getattr(training_args, "gradient_checkpointing", False):
+        try:
+            model.gradient_checkpointing_enable()
+        except Exception:
+            logger.warning("Failed to enable gradient checkpointing on the model.")
+
+    if training_args.do_train:
+        trainer.train(resume_from_checkpoint=training_args.resume_from_checkpoint)
+    
+        lora_out = os.path.join(training_args.output_dir, "lora")
+        os.makedirs(lora_out, exist_ok=True)
+    
+        # LLM PEFT (if any)
+        lm = getattr(model.model, "language_model", None)
+        if hasattr(lm, "save_pretrained"):
+            lm.save_pretrained(lora_out)
+    
+        # Diffusion head PEFT (if any)
+        ph = getattr(model.model, "prediction_head", None)
+        if hasattr(ph, "save_pretrained"):
+            ph_dir = os.path.join(lora_out, "diffusion_head")
+            os.makedirs(ph_dir, exist_ok=True)
+            ph.save_pretrained(ph_dir)
+    
+        # ALWAYS: full diffusion head state_dict fallback
+        try:
+            if ph is not None and hasattr(ph, "state_dict"):
+                sd = ph.state_dict()
+                torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                ph_dir = os.path.join(lora_out, "diffusion_head")
+                os.makedirs(ph_dir, exist_ok=True)
+                torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save FULL diffusion head at end: {e}")
+    
+        # Connectors (if trained)
+        try:
+            ac = getattr(model.model, "acoustic_connector", None)
+            if ac is not None:
+                ac_dir = os.path.join(lora_out, "acoustic_connector")
+                os.makedirs(ac_dir, exist_ok=True)
+                torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save acoustic_connector: {e}")
+    
+        try:
+            se = getattr(model.model, "semantic_connector", None)
+            if se is not None:
+                se_dir = os.path.join(lora_out, "semantic_connector")
+                os.makedirs(se_dir, exist_ok=True)
+                torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save semantic_connector: {e}")
+
+    if training_args.do_eval and eval_dataset is not None:
+        trainer.evaluate()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/VibeVoice-finetuning/src/finetune_vibevoice_lora0.py b/VibeVoice-finetuning/src/finetune_vibevoice_lora0.py
new file mode 100644
index 0000000000000000000000000000000000000000..a124364fe045272bd8584a6d3ccdc986c5238758
--- /dev/null
+++ b/VibeVoice-finetuning/src/finetune_vibevoice_lora0.py
@@ -0,0 +1,984 @@
+# train_vibevoice_lora.py
+import os
+os.environ["CUDA_VISIBLE_DEVICES"] = "0"
+os.environ["TOKENIZERS_PARALLELISM"] = "false"
+
+import logging
+import os
+from dataclasses import dataclass, field
+from typing import Any, Dict, List, Optional, Tuple
+
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+from datasets import load_dataset, DatasetDict, VerificationMode
+
+from transformers import (
+    HfArgumentParser,
+    Trainer,
+    set_seed,
+    TrainerCallback,
+)
+from transformers import TrainingArguments as HfTrainingArguments
+
+from peft import LoraConfig, get_peft_model, TaskType
+
+from vibevoice.modular.modeling_vibevoice import VibeVoiceForConditionalGeneration
+from vibevoice.modular.configuration_vibevoice import VibeVoiceConfig
+from vibevoice.processor.vibevoice_processor import VibeVoiceProcessor
+
+from data_vibevoice import VibeVoiceDataset, VibeVoiceCollator
+
+logger = logging.getLogger(__name__)
+
+# ================== SAMPLE CALLBACK UTILS ==================
+
+import copy
+import torch
+from transformers import TrainerCallback
+
+class EmaCallback(TrainerCallback):
+    def __init__(self, attr_path="model.prediction_head", decay=0.999, device="cuda"):
+        """
+        attr_path: where the head lives under self.model (Trainer wraps your VibeVoiceForConditionalGeneration)
+        decay:     EMA decay (0.999 ~ stable, 0.9999 ~ very smooth, slower to adapt)
+        """
+        self.attr_path = attr_path
+        self.decay = float(decay)
+        self.device = torch.device(device)
+        self.shadow = None
+        self._orig = None  # store non-EMA weights when we swap
+
+    def _get_module(self, model):
+        # Resolve dotted path like "model.prediction_head"
+        mod = model
+        for name in self.attr_path.split('.'):
+            mod = getattr(mod, name)
+        return mod
+
+    def on_train_begin(self, args, state, control, model=None, **kwargs):
+        head = self._get_module(model)
+        self.shadow = {k: p.detach().to(self.device).clone()
+                       for k, p in head.state_dict().items()}
+
+    def on_step_end(self, args, state, control, model=None, **kwargs):
+        if self.shadow is None: return
+        head = self._get_module(model)
+        with torch.no_grad():
+            for k, v in head.state_dict().items():
+                self.shadow[k].mul_(self.decay).add_(v.detach().to(self.device), alpha=(1.0 - self.decay))
+
+    # ---- Swap helpers ----
+    def _swap_in_ema(self, model):
+        head = self._get_module(model)
+        self._orig = copy.deepcopy(head.state_dict())
+        head.load_state_dict(self.shadow, strict=False)
+
+    def _swap_back(self, model):
+        if self._orig is None: return
+        head = self._get_module(model)
+        head.load_state_dict(self._orig, strict=False)
+        self._orig = None
+
+    def on_evaluate(self, args, state, control, model=None, **kwargs):
+        # use EMA during eval
+        self._swap_in_ema(model)
+
+    def on_evaluate_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_save(self, args, state, control, model=None, **kwargs):
+        # temporarily swap to EMA, let Trainer save, then swap back
+        self._swap_in_ema(model)
+
+    def on_save_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_train_end(self, args, state, control, model=None, **kwargs):
+        # final checkpoint: persist EMA
+        self._swap_in_ema(model)
+
+
+@dataclass
+class ModelArguments:
+    model_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to VibeVoice base model with config.json"}
+    )
+    processor_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to processor dir (preprocessor_config.json). Defaults to model path."}
+    )
+    cache_dir: Optional[str] = field(default=None)
+    freeze_acoustic_tokenizer: bool = field(default=True)
+    freeze_semantic_tokenizer: bool = field(default=True)
+    lora_r: int = field(default=8)
+    lora_alpha: int = field(default=32)
+    lora_dropout: float = field(default=0.05)
+    lora_target_modules: str = field(
+        default="q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
+        metadata={"help": "Comma-separated list of target module names in the LLM blocks"},
+    )
+    lora_wrap_diffusion_head: bool = field(default=False, metadata={"help": "Wrap diffusion head with PEFT LoRA"})
+    train_diffusion_head: bool = field(default=False, metadata={"help": "Train diffusion prediction head (full fine-tune)"})
+    train_connectors: bool = field(default=False, metadata={"help": "Train acoustic/semantic connectors (full fine-tune)"})
+    layers_to_freeze: Optional[str] = field(
+        default=None, 
+        metadata={"help": "Comma-separated indices of diffusion head layers to freeze (e.g., '0,1,5,7,8')."}
+    )
+
+@dataclass
+class DataArguments:
+    dataset_name: Optional[str] = field(default=None, metadata={"help": "HF dataset name or 'json' with --train_jsonl for local files"})
+    dataset_config_name: Optional[str] = field(default=None)
+    train_split_name: str = field(default="train")
+    eval_split_name: Optional[str] = field(default="validation")
+    text_column_name: str = field(default="text")
+    audio_column_name: str = field(default="audio")
+    voice_prompts_column_name: Optional[str] = field(default="voice_prompts")
+    eval_split_size: float = field(default=0.0)
+    ignore_verifications: bool = field(default=False)
+    max_length: Optional[int] = field(default=None)
+    train_jsonl: Optional[str] = field(default=None, metadata={"help": "Path to local train JSONL with {text, audio, [voice_prompts]}"})
+    validation_jsonl: Optional[str] = field(default=None, metadata={"help": "Optional path to local validation JSONL"})
+    voice_prompt_drop_rate: float = field(
+        default=0.0,
+        metadata={"help": "Probability to drop conditioning voice prompt during training (0.0 keep always, 1.0 drop always)."},
+    )
+
+@dataclass
+class CustomTrainingArguments(HfTrainingArguments):
+    ddpm_batch_mul: int = field(default=1)
+    ce_loss_weight: float = field(default=1.0)
+    diffusion_loss_weight: float = field(default=1.0)
+    debug_ce_details: bool = field(default=False)
+    debug_ce_topk: int = field(default=5)
+    debug_ce_max_examples: int = field(default=1)
+    debug_ce_every_n_steps: int = field(default=200)
+    gradient_clipping: bool = field(
+        default=False,
+        metadata={"help": "Enable gradient clipping using max_grad_norm (set via --max_grad_norm, default 1.0). When False, disables clipping by forcing max_grad_norm=0.0."},
+    )
+    debug_save: bool = field(
+        default=False,
+        metadata={"help": "If set, saves model components BEFORE training starts, into output_dir/debug_initial."},
+    )
+
+def build_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = [s.strip() for s in args.lora_target_modules.split(",") if s.strip()]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.CAUSAL_LM,
+        target_modules=target_modules,
+    )
+
+def build_head_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = ["noisy_images_proj","cond_proj","gate_proj","up_proj","down_proj","linear"]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.FEATURE_EXTRACTION,
+        target_modules=target_modules,
+    )
+
+def mask_for_ce(labels: torch.Tensor, attention_mask: torch.Tensor, acoustic_input_mask: torch.Tensor, pad_id: int = -100) -> torch.Tensor:
+    shifted = labels[:, 1:].contiguous()
+    base_mask = attention_mask[:, 1:].contiguous().eq(1) if (attention_mask is not None and attention_mask.numel() > 0) else torch.ones_like(shifted, dtype=torch.bool)
+    label_is_acoustic = acoustic_input_mask[:, 1:].contiguous()
+    final_mask = base_mask & (~label_is_acoustic)
+    out = shifted.clone()
+    out[~final_mask] = pad_id
+    return out
+
+def _patch_acoustic_encode_for_legacy_indexing(model_obj, logger_):
+    try:
+        acoustic = getattr(getattr(model_obj, "model", model_obj), "acoustic_tokenizer", None)
+        if acoustic is None or not hasattr(acoustic, "encode"):
+            logger_.warning("No acoustic_tokenizer.encode() found to patch.")
+            return
+        base_encode = acoustic.encode
+        def encode_wrapped(*args, **kwargs):
+            out = base_encode(*args, **kwargs)
+            try:
+                _ = out[0][0]
+                return out
+            except Exception:
+                pass
+            if isinstance(out, dict):
+                for k in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                    if k in out:
+                        return [[out[k]]]
+                if len(out) > 0:
+                    return [[next(iter(out.values()))]]
+            for attr in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                if hasattr(out, attr):
+                    return [[getattr(out, attr)]]
+            try:
+                if isinstance(out, torch.Tensor):
+                    return [[out]]
+            except Exception:
+                pass
+            return [[out]]
+        acoustic.encode = encode_wrapped
+        logger_.info("Patched acoustic_tokenizer.encode() to return [[...]] for legacy indexing.")
+    except Exception as e:
+        logger_.warning(f"Failed to patch acoustic_tokenizer.encode(): {e}")
+
+def main() -> None:
+    parser = HfArgumentParser((ModelArguments, DataArguments, CustomTrainingArguments))
+    model_args, data_args, training_args = parser.parse_args_into_dataclasses()
+
+    logging.basicConfig(
+        format="%(asctime)s - %(levelname)s - %(name)s - %(message)s",
+        datefmt="%m/%d/%Y %H:%M:%S",
+        level=logging.INFO if training_args.local_rank in [-1, 0] else logging.WARN,
+    )
+    logger.info("Training/evaluation parameters %s", training_args)
+    set_seed(training_args.seed)
+
+    # Configure gradient clipping
+    if not getattr(training_args, "gradient_clipping", False):
+        if hasattr(training_args, "max_grad_norm"):
+            training_args.max_grad_norm = 0.0
+            logger.info("Gradient clipping disabled (set max_grad_norm=0.0). Use --gradient_clipping to enable.")
+    else:
+        if (not hasattr(training_args, "max_grad_norm")) or training_args.max_grad_norm is None or training_args.max_grad_norm <= 0:
+            training_args.max_grad_norm = 1.0
+        logger.info(f"Gradient clipping enabled: max_grad_norm={training_args.max_grad_norm}")
+
+    # Load processor
+    processor_path = model_args.processor_name_or_path or model_args.model_name_or_path
+    if processor_path is None:
+        raise ValueError("--model_name_or_path (or --processor_name_or_path) must be provided")
+    processor: VibeVoiceProcessor = VibeVoiceProcessor.from_pretrained(processor_path)
+
+    # Required special tokens
+    tok = processor.tokenizer
+    for required in ["speech_start_id", "speech_diffusion_id", "speech_end_id"]:
+        if not hasattr(tok, required) or getattr(tok, required) is None:
+            raise RuntimeError(f"Tokenizer missing required special id: {required}")
+
+    # Load model
+    if model_args.model_name_or_path is None:
+        raise ValueError("--model_name_or_path is required to load VibeVoice base model")
+    dtype = torch.float32
+    if training_args.bf16:
+        dtype = torch.bfloat16
+    elif getattr(training_args, "fp16", False):
+        dtype = torch.float16
+    model = VibeVoiceForConditionalGeneration.from_pretrained(
+        model_args.model_name_or_path,
+        torch_dtype=dtype, device_map={"": 0},
+    )
+    _patch_acoustic_encode_for_legacy_indexing(model, logger)
+    processor.semantic_tokenizer = getattr(model.model, "semantic_tokenizer", None)
+
+    # Diagnostics: LM head tie
+    try:
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        shared_ptr = bool(in_w is not None and out_w is not None and in_w.data_ptr() == out_w.data_ptr())
+        values_equal = False
+        if in_w is not None and out_w is not None and in_w.shape == out_w.shape:
+            try:
+                values_equal = bool(torch.allclose(in_w, out_w))
+            except Exception:
+                values_equal = False
+        try:
+            tie_cfg = getattr(getattr(model.config, "decoder_config", model.config), "tie_word_embeddings", None)
+        except Exception:
+            tie_cfg = getattr(model.config, "tie_word_embeddings", None)
+        logger.info(f"LM head diagnostics -> shared_params={shared_ptr}, values_equal={values_equal}, tie_word_embeddings={tie_cfg}")
+        if out_w is not None:
+            logger.info(f"LM head requires_grad before freeze: {bool(out_w.requires_grad)}")
+    except Exception as e:
+        logger.warning(f"LM head tie diagnostics failed: {e}")
+
+    # Hard-tie LM head
+    try:
+        emb_module = model.get_input_embeddings()
+        head_module = model.get_output_embeddings()
+        if hasattr(emb_module, "weight") and hasattr(head_module, "weight"):
+            if emb_module.weight.shape == head_module.weight.shape and emb_module.weight.data_ptr() != head_module.weight.data_ptr():
+                with torch.no_grad():
+                    head_module.weight = emb_module.weight
+                logger.info("Force-tied LM head weight to input embeddings (pointer share).")
+    except Exception as e:
+        logger.warning(f"Force-tie of LM head failed: {e}")
+
+    # Validate special IDs (info logs only)
+    try:
+        special_names = ["speech_start_id", "speech_diffusion_id", "speech_end_id"]
+        try:
+            vocab_size = int(getattr(model.config.decoder_config, "vocab_size", 0))
+        except Exception:
+            vocab_size = 0
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        for name in special_names:
+            val = getattr(tok, name, None)
+            exists = (val is not None)
+            in_range = (exists and isinstance(val, int) and 0 <= val < vocab_size)
+            equal_row = None
+            if in_range and in_w is not None and out_w is not None and in_w.shape == out_w.shape and in_w.size(0) > val:
+                try:
+                    equal_row = bool(torch.allclose(in_w[val], out_w[val]))
+                except Exception:
+                    equal_row = False
+            decoded_str = None
+            if exists and isinstance(val, int):
+                try:
+                    decoded_str = tok.decode([val])
+                except Exception:
+                    try:
+                        decoded_str = tok.convert_ids_to_tokens(val)
+                    except Exception:
+                        decoded_str = "<decode_failed>"
+            logger.info(f"Special token check -> {name}={val}, decoded='{decoded_str}', exists={exists}, in_vocab_range={in_range}, emb_vs_head_row_equal={equal_row}")
+    except Exception as e:
+        logger.warning(f"Special token ID/row validation failed: {e}")
+
+    # Quick tokenizer diagnostics (optional)
+    try:
+        logger.info("=== TOKENIZER DIAGNOSTICS ===")
+        logger.info(f"Tokenizer class: {type(tok).__name__}")
+        logger.info(f"Tokenizer vocab_size: {tok.vocab_size}")
+        # tiny CE smoke test
+        with torch.no_grad():
+            simple_text = "The cat sat on the mat."
+            simple_ids = torch.tensor([tok.encode(simple_text, add_special_tokens=True)], device=model.device)
+            simple_mask = torch.ones_like(simple_ids)
+            x = model.get_input_embeddings()(simple_ids)
+            outputs = model.model(inputs_embeds=x, attention_mask=simple_mask, return_dict=True)
+            logits = model.lm_head(outputs.last_hidden_state)
+            shift_logits = logits[:, :-1, :].contiguous()
+            shift_labels = simple_ids[:, 1:].contiguous()
+            ce_loss = F.cross_entropy(shift_logits.view(-1, shift_logits.size(-1)), shift_labels.view(-1), reduction='mean')
+            logger.info(f"Simple text CE loss: {ce_loss.item():.4f}")
+    except Exception as e:
+        logger.warning(f"Tokenizer diagnostics failed: {e}")
+
+    # Disable cache during training
+    if hasattr(model.config, "use_cache") and training_args.do_train:
+        model.config.use_cache = False
+
+    # Freeze tokenizers
+    if model_args.freeze_acoustic_tokenizer and hasattr(model.model, "acoustic_tokenizer"):
+        for p in model.model.acoustic_tokenizer.parameters():
+            p.requires_grad = False
+    if model_args.freeze_semantic_tokenizer and hasattr(model.model, "semantic_tokenizer"):
+        for p in model.model.semantic_tokenizer.parameters():
+            p.requires_grad = False
+
+    # LoRA wrap LLM (optional)
+    lora_cfg = build_lora_config(model_args)
+    tm_lower = [s.strip().lower() for s in model_args.lora_target_modules.split(",") if s.strip()]
+    skip_lm_lora = (len(tm_lower) == 0) or all(t in ("none", "off", "disable", "disabled") for t in tm_lower)
+    if not skip_lm_lora:
+        model.model.language_model = get_peft_model(model.model.language_model, lora_cfg)
+    else:
+        logger.info("Skipping LLM LoRA wrapping (lora_target_modules indicates none).")
+
+    try:
+        model.tie_weights()
+    except Exception:
+        pass
+
+    # Freeze all then enable trainable subsets
+    for _, p in model.named_parameters():
+        p.requires_grad = False
+
+    try:
+        for n, p in model.model.language_model.named_parameters():
+            if "lora_A" in n or "lora_B" in n:
+                p.requires_grad = True
+    except Exception:
+        logger.warning("Could not re-enable LoRA params on language_model.")
+
+    # Diffusion head LoRA wrapping (optional)
+    if getattr(model_args, "lora_wrap_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        class _HeadForwardShim(nn.Module):
+            def __init__(self, base: nn.Module): super().__init__(); self.base = base
+            def forward(self, *args, **kwargs):
+                if len(args) >= 3:
+                    noisy_images, timesteps, condition = args[:3]
+                else:
+                    noisy_images = kwargs.get("noisy_images")
+                    timesteps = kwargs.get("timesteps")
+                    condition = kwargs.get("condition")
+                return self.base(noisy_images, timesteps, condition)
+        try:
+            shim = _HeadForwardShim(model.model.prediction_head)
+            model.model.prediction_head = get_peft_model(shim, build_head_lora_config(model_args))
+            for n, p in model.model.prediction_head.named_parameters():
+                if "lora_A" in n or "lora_B" in n:
+                    p.requires_grad = True
+        except Exception as e:
+            logger.warning(f"Could not LoRA-wrap diffusion head: {e}")
+
+    # Train full diffusion head (optional)
+    if getattr(model_args, "train_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        for p in model.model.prediction_head.parameters():
+            p.requires_grad = True
+
+    # Freeze diffusion head layers (optional)
+    if model_args.layers_to_freeze is not None and hasattr(model.model, "prediction_head"):
+        head_params = list(model.model.prediction_head.named_parameters())
+        try:
+            indices_to_freeze = {int(x.strip()) for x in model_args.layers_to_freeze.split(',') if x.strip()}
+            frozen_count = 0
+            for i, (name, param) in enumerate(head_params):
+                if i in indices_to_freeze:
+                    param.requires_grad = False
+                    frozen_count += 1
+                    logger.info(f"Froze layer [{i}]: {name}")
+            logger.info(f"Successfully froze {frozen_count} parameter groups in the diffusion head.")
+        except Exception as e:
+            logger.error(f"Could not parse --layers_to_freeze: {e}")
+            raise
+    
+    # Connectors
+    if getattr(model_args, "train_connectors", False):
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = True
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = True
+    else:
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = False
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = False
+
+    # Freeze embedding + head
+    try:
+        emb = model.get_input_embeddings()
+        if hasattr(emb, "weight"):
+            emb.weight.requires_grad_(False)
+        head = model.get_output_embeddings()
+        if head is not None and hasattr(head, "weight"):
+            head.weight.requires_grad_(False)
+    except Exception:
+        pass
+
+    # Diagnostics
+    def _sum_params(named_iter):
+        return sum(p.numel() for _, p in named_iter if p.requires_grad)
+    try:
+        lm_lora = _sum_params(model.model.language_model.named_parameters()) if hasattr(model.model, "language_model") else 0
+        pred_head_train = _sum_params(model.model.prediction_head.named_parameters()) if hasattr(model.model, "prediction_head") else 0
+        ac_conn_train = _sum_params(model.model.acoustic_connector.named_parameters()) if hasattr(model.model, "acoustic_connector") else 0
+        se_conn_train = _sum_params(model.model.semantic_connector.named_parameters()) if hasattr(model.model, "semantic_connector") else 0
+        total_trainable = sum(p.numel() for p in model.parameters() if p.requires_grad)
+        logger.info(f"Trainable by block -> LLM-LoRA: {lm_lora:,} | diff_head: {pred_head_train:,} | ac_conn: {ac_conn_train:,} | se_conn: {se_conn_train:,}")
+        logger.info("TOTAL trainable: %s", f"{total_trainable:,}")
+    except Exception:
+        pass
+
+    # Preprocessed data classes
+    class PreprocessedBatchDataset:
+        def __init__(self, preprocessed_file: str):
+            self.data = torch.load(preprocessed_file, map_location='cpu')
+            logger.info(f"Loaded {len(self.data)} preprocessed batches from {preprocessed_file}")
+        
+        def __len__(self):
+            return len(self.data)
+        
+        def __getitem__(self, idx):
+            batch = self.data[idx]
+            result = {}
+            for k, v in batch.items():
+                if isinstance(v, torch.Tensor):
+                    result[k] = v
+                else:
+                    result[k] = v
+            return result
+
+    class PreprocessedBatchSubset:
+        def __init__(self, dataset: 'PreprocessedBatchDataset', indices: List[int]):
+            self.dataset = dataset
+            self.indices = indices
+        
+        def __len__(self):
+            return len(self.indices)
+        
+        def __getitem__(self, idx):
+            actual_idx = self.indices[idx]
+            return self.dataset[actual_idx]
+
+    class PreprocessedBatchCollator:
+        def __call__(self, batch: List[Dict[str, torch.Tensor]]) -> Dict[str, torch.Tensor]:
+            if not batch:
+                return {}
+            result = {}
+            for key in batch[0].keys():
+                tensors = [b[key] for b in batch if b[key] is not None]
+                if tensors and isinstance(tensors[0], torch.Tensor):
+                    result[key] = torch.cat(tensors, dim=0)
+                else:
+                    result[key] = tensors[0] if tensors else None
+            return result
+
+    # Datasets
+    preprocessed_dir = os.path.join(training_args.output_dir, "preprocessed")
+    preprocessed_file = os.path.join(preprocessed_dir, "preprocessed_batches.pt")
+    
+    if os.path.exists(preprocessed_file):
+        logger.info(f"Loading preprocessed data from {preprocessed_file}")
+        preprocessed_data = PreprocessedBatchDataset(preprocessed_file)
+        
+        train_dataset = preprocessed_data
+        eval_dataset = None
+        
+        if training_args.do_eval and data_args.eval_split_size and data_args.eval_split_size > 0 and len(preprocessed_data) > 1:
+            num_eval = max(1, int(len(preprocessed_data) * data_args.eval_split_size))
+            num_train = len(preprocessed_data) - num_eval
+            indices = list(range(len(preprocessed_data)))
+            import random
+            random.Random(training_args.seed).shuffle(indices)
+            train_indices = indices[:num_train]
+            eval_indices = indices[num_train:]
+            train_dataset = PreprocessedBatchSubset(preprocessed_data, train_indices)
+            eval_dataset = PreprocessedBatchSubset(preprocessed_data, eval_indices)
+    else:
+        logger.info(f"Preprocessed data not found at {preprocessed_file}, loading from raw JSONL/HF datasets")
+        verification_mode = VerificationMode.NO_CHECKS if data_args.ignore_verifications else VerificationMode.BASIC_CHECKS
+        if data_args.train_jsonl is not None:
+            data_files: Dict[str, str] = {"train": data_args.train_jsonl}
+            if data_args.validation_jsonl is not None:
+                data_files["validation"] = data_args.validation_jsonl
+            raw = load_dataset("json", data_files=data_files, verification_mode=verification_mode, cache_dir=model_args.cache_dir)
+        else:
+            if data_args.dataset_name is None:
+                raise ValueError("Provide --dataset_name (HF datasets) or use --train_jsonl/--validation_jsonl for local files.")
+            raw = load_dataset(
+                data_args.dataset_name,
+                data_args.dataset_config_name,
+                verification_mode=verification_mode,
+                cache_dir=model_args.cache_dir,
+            )
+        train_ds = raw[data_args.train_split_name]
+        eval_ds = None
+        if training_args.do_eval:
+            if data_args.eval_split_name and data_args.eval_split_name in raw:
+                eval_ds = raw[data_args.eval_split_name]
+            elif data_args.eval_split_size and data_args.eval_split_size > 0 and len(train_ds) > 1:
+                split = train_ds.train_test_split(test_size=data_args.eval_split_size, seed=training_args.seed)
+                train_ds, eval_ds = split["train"], split["test"]
+
+        train_dataset = VibeVoiceDataset(
+            train_ds,
+            text_column=data_args.text_column_name,
+            audio_column=data_args.audio_column_name,
+            voice_prompts_column=data_args.voice_prompts_column_name,
+        )
+        eval_dataset = None
+        if eval_ds is not None:
+            eval_dataset = VibeVoiceDataset(
+                eval_ds,
+                text_column=data_args.text_column_name,
+                audio_column=data_args.audio_column_name,
+                voice_prompts_column=data_args.voice_prompts_column_name,
+            )
+
+    # Ratios/dims from processor+model
+    speech_compress_ratio = getattr(processor, "speech_tok_compress_ratio", 3200)
+    semantic_dim = getattr(model.config, "semantic_vae_dim", None)
+    if semantic_dim is None:
+        try:
+            semantic_dim = int(getattr(model.config.semantic_tokenizer_config, "vae_dim", 128))
+        except Exception:
+            semantic_dim = 128
+
+    compute_semantics_flag = hasattr(processor, "semantic_tokenizer") and processor.semantic_tokenizer is not None
+
+    if os.path.exists(preprocessed_file):
+        data_collator = PreprocessedBatchCollator()
+    else:
+        data_collator = VibeVoiceCollator(
+            processor=processor,
+            max_length=data_args.max_length,
+            speech_compress_ratio=speech_compress_ratio,
+            semantic_vae_dim=semantic_dim,
+            compute_semantics=compute_semantics_flag,
+            debug_checks=False,
+            voice_prompt_drop_rate=data_args.voice_prompt_drop_rate,
+        )
+
+    class LoRADebugCallback(TrainerCallback):
+        def __init__(self, log_every_n_steps: int = 50):
+            self.log_every_n_steps = max(1, int(log_every_n_steps))
+            self.prev_param_norms: Dict[str, float] = {}
+            self.lora_param_names: List[str] = []
+
+        def on_train_begin(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None:
+                    return
+                named: Dict[str, torch.nn.Parameter] = dict(model.named_parameters())
+                self.lora_param_names = [n for n in named.keys() if ("lora_A" in n or "lora_B" in n)]
+                for n in self.lora_param_names:
+                    p = named[n]
+                    self.prev_param_norms[n] = float(p.data.norm().item())
+                total = len(self.lora_param_names)
+                req_grad = sum(1 for n in self.lora_param_names if named[n].requires_grad)
+                num_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                num_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                zero_B = sum(1 for n in self.lora_param_names if ("lora_B" in n and float(named[n].data.norm().item()) == 0.0))
+                logger.info(f"LoRA debug: found {total} LoRA params (A={num_A}, B={num_B}); trainable={req_grad}. Initial lora_B_zero={zero_B}.")
+                if total == 0:
+                    logger.warning("LoRA debug: No LoRA parameters found. Check lora_target_modules.")
+                if req_grad != total:
+                    logger.warning("LoRA debug: Some LoRA params are frozen. They should be trainable.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_train_begin) failed: {e}")
+
+        def on_step_end(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None or len(self.lora_param_names) == 0:
+                    return
+                step = int(getattr(state, "global_step", 0) or 0)
+                if step % self.log_every_n_steps != 0 and step != 1:
+                    return
+                named: Dict[str, torch.nn.Parameter] = dict(model.named_parameters())
+                changed_A = 0
+                changed_B = 0
+                zero_B = 0
+                eps = 1e-12
+                for n in self.lora_param_names:
+                    p = named.get(n, None)
+                    if p is None:
+                        continue
+                    prev = self.prev_param_norms.get(n, 0.0)
+                    curr = float(p.data.norm().item())
+                    if "lora_A" in n and abs(curr - prev) > eps:
+                        changed_A += 1
+                    if "lora_B" in n:
+                        if abs(curr - prev) > eps:
+                            changed_B += 1
+                        if curr == 0.0:
+                            zero_B += 1
+                    self.prev_param_norms[n] = curr
+                total_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                total_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                logger.info(f"LoRA debug step {step}: changed A {changed_A}/{total_A}, changed B {changed_B}/{total_B}, lora_B_zero_now={zero_B}.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_step_end) failed: {e}")
+
+    class VibeVoiceTrainer(Trainer):
+        def compute_loss(self, model: VibeVoiceForConditionalGeneration, inputs: Dict[str, Any], return_outputs=False, num_items_in_batch: Optional[int] = None):
+            labels = inputs.get("input_ids")
+            attention_mask = inputs.get("attention_mask")
+            acoustic_input_mask = inputs.get("acoustic_input_mask")
+
+            # Ensure semantic tensors exist and have correct dtype/device
+            sem = inputs.get("speech_semantic_tensors", None)
+            try:
+                target_dtype = next(model.model.semantic_connector.parameters()).dtype
+            except Exception:
+                target_dtype = model.get_input_embeddings().weight.dtype
+
+            if sem is None:
+                sm = inputs.get("speech_masks")
+                if sm is not None:
+                    zeros = torch.zeros(
+                        sm.size(0), sm.size(1),
+                        getattr(model.config, "semantic_vae_dim", 128),
+                        dtype=target_dtype,
+                        device=sm.device,
+                    )
+                    inputs["speech_semantic_tensors"] = zeros
+            else:
+                if isinstance(sem, torch.Tensor):
+                    inputs["speech_semantic_tensors"] = sem.to(dtype=target_dtype)
+
+            outputs = model(
+                input_ids=inputs.get("input_ids"),
+                attention_mask=attention_mask,
+                speech_tensors=inputs.get("speech_tensors"),
+                speech_masks=inputs.get("speech_masks"),
+                speech_semantic_tensors=inputs.get("speech_semantic_tensors"),
+                acoustic_input_mask=acoustic_input_mask,
+                acoustic_loss_mask=inputs.get("acoustic_loss_mask"),
+                speeches_loss_input=inputs.get("speeches_loss_input"),
+                ddpm_batch_mul=training_args.ddpm_batch_mul,
+            )
+
+            # Invariants: token/latent selection equality across views (warn, don't assert)
+            try:
+                al_mask = inputs.get("acoustic_loss_mask")
+                sp_masks = inputs.get("speech_masks")
+                sp_loss_sel = inputs.get("speeches_loss_input")
+                num_tok_total = int(acoustic_input_mask.sum().item()) if acoustic_input_mask is not None else 0
+                num_tok_loss = int(al_mask.sum().item()) if al_mask is not None else 0
+                num_lat_total = int(sp_masks.sum().item()) if sp_masks is not None else 0
+                num_lat_loss = int(((sp_loss_sel & sp_masks).sum().item())) if (sp_loss_sel is not None and sp_masks is not None) else 0
+                self.log({
+                    "debug/num_tok_total": float(num_tok_total),
+                    "debug/num_tok_loss": float(num_tok_loss),
+                    "debug/num_lat_total": float(num_lat_total),
+                    "debug/num_lat_loss": float(num_lat_loss),
+                })
+                if sp_loss_sel is not None and sp_masks is not None and al_mask is not None:
+                    if num_tok_loss != num_lat_loss:
+                        logger.warning(f"Loss selection mismatch: acoustic_loss_mask={num_tok_loss} vs speeches_loss_input={num_lat_loss}")
+            except Exception:
+                pass
+
+            # CE Loss
+            logits = outputs.logits
+            ce_labels = mask_for_ce(labels, attention_mask, acoustic_input_mask, pad_id=-100)
+            shift_logits = logits[:, :-1, :].contiguous()
+            loss_fct = nn.CrossEntropyLoss(ignore_index=-100)
+            ce_loss = loss_fct(shift_logits.view(-1, shift_logits.size(-1)), ce_labels.view(-1))
+
+            # Optional CE diagnostics
+            try:
+                self._debug_ce(shift_logits, ce_labels, attention_mask, acoustic_input_mask)
+            except Exception as e:
+                logger.warning(f"Failed invoking CE debug: {e}")
+
+            # Diffusion loss
+            diffusion_loss = outputs.diffusion_loss if outputs.diffusion_loss is not None else torch.tensor(0.0, device=ce_loss.device)
+            total = training_args.ce_loss_weight * ce_loss + training_args.diffusion_loss_weight * diffusion_loss
+
+            # Logs
+            try:
+                prefix = "train" if model.training else "eval"
+                self.log({
+                    f"{prefix}/ce_loss": ce_loss.detach().item(),
+                    f"{prefix}/diffusion_loss": diffusion_loss.detach().item() if isinstance(diffusion_loss, torch.Tensor) else float(diffusion_loss),
+                })
+                if hasattr(self, "optimizer") and self.optimizer is not None and len(self.optimizer.param_groups) > 0:
+                    lr_val = self.optimizer.param_groups[0].get("lr", None)
+                    if lr_val is not None:
+                        self.log({"train/learning_rate_real": float(lr_val)})
+            except Exception:
+                pass
+
+            return (total, outputs) if return_outputs else total
+
+        def _debug_ce(self, shift_logits: torch.Tensor, ce_labels: torch.Tensor, attention_mask: Optional[torch.Tensor], acoustic_input_mask: Optional[torch.Tensor]):
+            try:
+                if not getattr(training_args, "debug_ce_details", False):
+                    return
+                step = int(getattr(self.state, "global_step", 0) or 0)
+                every_n = max(1, int(getattr(training_args, "debug_ce_every_n_steps", 200) or 200))
+                if not (step <= 1 or (step % every_n == 0)):
+                    return
+
+                with torch.no_grad():
+                    vocab = shift_logits.size(-1)
+                    per_token_loss = F.cross_entropy(
+                        shift_logits.view(-1, vocab),
+                        ce_labels.view(-1),
+                        reduction="none",
+                        ignore_index=-100,
+                    ).view_as(ce_labels)
+
+                    valid_mask = ce_labels.ne(-100)
+                    num_valid = int(valid_mask.sum().item())
+                    avg_loss = float((per_token_loss[valid_mask].mean().item())) if num_valid > 0 else float("nan")
+
+                    per_ex_avgs = []
+                    max_examples = max(1, int(getattr(training_args, "debug_ce_max_examples", 1) or 1))
+                    B = ce_labels.size(0)
+                    for b in range(min(B, max_examples)):
+                        vb = valid_mask[b]
+                        if int(vb.sum().item()) > 0:
+                            per_ex_avgs.append(float(per_token_loss[b][vb].mean().item()))
+                        else:
+                            per_ex_avgs.append(float("nan"))
+                    logger.info(f"CE debug: tokens_in_loss={num_valid}, avg_loss={avg_loss:.4f}, per_example_avgs={[round(x,4) if x==x else None for x in per_ex_avgs]}")
+            except Exception as e:
+                logger.warning(f"CE detailed debug failed: {e}")
+
+        # --------- CRITICAL SAVE OVERRIDES: also dump FULL head/connectors for inference ---------
+  
+
+        def _save(self, output_dir: Optional[str] = None, state_dict=None) -> None:
+            try:
+                target_dir = output_dir or self.args.output_dir
+                lora_out = os.path.join(target_dir, "lora")
+                os.makedirs(lora_out, exist_ok=True)
+    
+                # --- LLM PEFT adapters (if LoRA-wrapped) ---
+                language_model = getattr(self.model.model, "language_model", None)
+                if hasattr(language_model, "save_pretrained"):
+                    language_model.save_pretrained(lora_out)
+    
+                # --- Diffusion head PEFT adapters (if LoRA-wrapped) ---
+                pred_head = getattr(self.model.model, "prediction_head", None)
+                if hasattr(pred_head, "save_pretrained"):
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    pred_head.save_pretrained(ph_dir)
+    
+                # --- ALWAYS save FULL diffusion head state_dict for fallback ---
+                if pred_head is not None and hasattr(pred_head, "state_dict"):
+                    sd = pred_head.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+    
+                # --- Connectors (plain state_dicts) ---
+                ac = getattr(self.model.model, "acoustic_connector", None)
+                if ac is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+    
+                se = getattr(self.model.model, "semantic_connector", None)
+                if se is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+    
+            except Exception as e:
+                logger.warning(f"Failed to save LoRA assets: {e}")
+
+
+    # ------------- Build the Trainer -------------
+
+    # Resolve which adapters to apply in samples
+
+    ema_cb = EmaCallback(attr_path="model.prediction_head", decay=0.999, device="cuda")
+
+    # --- CRITICAL FIX: CAST TRAINABLE PARAMS TO FP32 ---
+    # This prevents 'ValueError: Attempting to unscale FP16 gradients'
+    if getattr(training_args, 'fp16', False) or getattr(training_args, 'bf16', False):
+        print('>>> INFO: Enforcing float32 for trainable parameters (LoRA/Head) to fix GradScaler.')
+        for name, param in model.named_parameters():
+            if param.requires_grad:
+                param.data = param.data.to(torch.float32)
+    # ---------------------------------------------------
+
+    trainer = VibeVoiceTrainer(
+        model=model,
+        args=training_args,
+        train_dataset=train_dataset,
+        eval_dataset=eval_dataset,
+        data_collator=data_collator,
+        callbacks=[ema_cb, LoRADebugCallback(log_every_n_steps=(int(getattr(training_args, "logging_steps", 50) or 50)))],
+    )
+
+    # Optional debug pre-training save
+    if getattr(training_args, "debug_save", False):
+        try:
+            debug_dir = os.path.join(training_args.output_dir, "debug_initial")
+            lora_out = os.path.join(debug_dir, "lora")
+            os.makedirs(lora_out, exist_ok=True)
+            logger.info(f"[debug_save] Saving initial (pre-training) model components to: {debug_dir}")
+            # language model adapters / base
+            try:
+                if hasattr(model.model.language_model, "save_pretrained"):
+                    model.model.language_model.save_pretrained(lora_out)
+            except Exception as e_lm:
+                logger.warning(f"[debug_save] Failed to save language_model: {e_lm}")
+            # diffusion head
+            try:
+                if hasattr(model.model, "prediction_head") and hasattr(model.model.prediction_head, "save_pretrained"):
+                    model.model.prediction_head.save_pretrained(os.path.join(lora_out, "diffusion_head"))
+            except Exception as e_head:
+                logger.warning(f"[debug_save] Failed to save prediction_head: {e_head}")
+            # NEW: full diffusion head state_dict as fallback
+            try:
+                ph = getattr(model.model, "prediction_head", None)
+                if ph is not None and hasattr(ph, "state_dict"):
+                    sd = ph.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    os.makedirs(os.path.join(lora_out, "diffusion_head"), exist_ok=True)
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head", "diffusion_head_full.bin"))
+            except Exception as e:
+                logger.warning(f"[debug_save] Failed to save FULL diffusion head: {e}")
+            # connectors
+            try:
+                ac_conn = getattr(model.model, "acoustic_connector", None)
+                if ac_conn is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac_conn.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+            except Exception as e_ac:
+                logger.warning(f"[debug_save] Failed to save acoustic_connector: {e_ac}")
+            try:
+                se_conn = getattr(model.model, "semantic_connector", None)
+                if se_conn is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se_conn.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+            except Exception as e_se:
+                logger.warning(f"[debug_save] Failed to save semantic_connector: {e_se}")
+        except Exception as e:
+            logger.warning(f"[debug_save] Unexpected failure saving initial components: {e}")
+
+    if getattr(training_args, "gradient_checkpointing", False):
+        try:
+            model.gradient_checkpointing_enable()
+        except Exception:
+            logger.warning("Failed to enable gradient checkpointing on the model.")
+
+    if training_args.do_train:
+        trainer.train(resume_from_checkpoint=training_args.resume_from_checkpoint)
+    
+        lora_out = os.path.join(training_args.output_dir, "lora")
+        os.makedirs(lora_out, exist_ok=True)
+    
+        # LLM PEFT (if any)
+        lm = getattr(model.model, "language_model", None)
+        if hasattr(lm, "save_pretrained"):
+            lm.save_pretrained(lora_out)
+    
+        # Diffusion head PEFT (if any)
+        ph = getattr(model.model, "prediction_head", None)
+        if hasattr(ph, "save_pretrained"):
+            ph_dir = os.path.join(lora_out, "diffusion_head")
+            os.makedirs(ph_dir, exist_ok=True)
+            ph.save_pretrained(ph_dir)
+    
+        # ALWAYS: full diffusion head state_dict fallback
+        try:
+            if ph is not None and hasattr(ph, "state_dict"):
+                sd = ph.state_dict()
+                torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                ph_dir = os.path.join(lora_out, "diffusion_head")
+                os.makedirs(ph_dir, exist_ok=True)
+                torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save FULL diffusion head at end: {e}")
+    
+        # Connectors (if trained)
+        try:
+            ac = getattr(model.model, "acoustic_connector", None)
+            if ac is not None:
+                ac_dir = os.path.join(lora_out, "acoustic_connector")
+                os.makedirs(ac_dir, exist_ok=True)
+                torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save acoustic_connector: {e}")
+    
+        try:
+            se = getattr(model.model, "semantic_connector", None)
+            if se is not None:
+                se_dir = os.path.join(lora_out, "semantic_connector")
+                os.makedirs(se_dir, exist_ok=True)
+                torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save semantic_connector: {e}")
+
+    if training_args.do_eval and eval_dataset is not None:
+        trainer.evaluate()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/VibeVoice-finetuning/src/finetune_vibevoice_lora00.py b/VibeVoice-finetuning/src/finetune_vibevoice_lora00.py
new file mode 100644
index 0000000000000000000000000000000000000000..c32629cd6999fc199efc02484ebcd3f2bef7c194
--- /dev/null
+++ b/VibeVoice-finetuning/src/finetune_vibevoice_lora00.py
@@ -0,0 +1,1005 @@
+# train_vibevoice_lora.py
+import os
+# متغیر زیر کامنت شده است تا سیستم بتواند تمام GPUها را در حالت DDP ببیند
+# os.environ["CUDA_VISIBLE_DEVICES"] = "0"
+os.environ["TOKENIZERS_PARALLELISM"] = "false"
+
+import logging
+import copy
+from dataclasses import dataclass, field
+from typing import Any, Dict, List, Optional, Tuple
+
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+from datasets import load_dataset, DatasetDict, VerificationMode
+
+from transformers import (
+    HfArgumentParser,
+    Trainer,
+    set_seed,
+    TrainerCallback,
+)
+from transformers import TrainingArguments as HfTrainingArguments
+
+from peft import LoraConfig, get_peft_model, TaskType
+
+from vibevoice.modular.modeling_vibevoice import VibeVoiceForConditionalGeneration
+from vibevoice.modular.configuration_vibevoice import VibeVoiceConfig
+from vibevoice.processor.vibevoice_processor import VibeVoiceProcessor
+
+from data_vibevoice import VibeVoiceDataset, VibeVoiceCollator
+
+logger = logging.getLogger(__name__)
+
+# ================== SAMPLE CALLBACK UTILS ==================
+
+class EmaCallback(TrainerCallback):
+    def __init__(self, attr_path="model.prediction_head", decay=0.999):
+        """
+        attr_path: where the head lives under self.model
+        decay:     EMA decay
+        """
+        self.attr_path = attr_path
+        self.decay = float(decay)
+        self.shadow = None
+        self._orig = None  # store non-EMA weights when we swap
+
+    def _get_module(self, model):
+        # رفع مشکل DDP: دسترسی به مدل اصلی در صورت Wrap شدن با DistributedDataParallel
+        mod = model.module if hasattr(model, "module") else model
+        for name in self.attr_path.split('.'):
+            mod = getattr(mod, name)
+        return mod
+
+    def on_train_begin(self, args, state, control, model=None, **kwargs):
+        head = self._get_module(model)
+        # استفاده از دیوایس داینامیک برای پشتیبانی از چند گرافیک
+        self.shadow = {k: p.detach().clone()
+                       for k, p in head.state_dict().items()}
+
+    def on_step_end(self, args, state, control, model=None, **kwargs):
+        if self.shadow is None: return
+        head = self._get_module(model)
+        with torch.no_grad():
+            for k, v in head.state_dict().items():
+                target_device = self.shadow[k].device
+                self.shadow[k].mul_(self.decay).add_(v.detach().to(target_device), alpha=(1.0 - self.decay))
+
+    # ---- Swap helpers ----
+    def _swap_in_ema(self, model):
+        head = self._get_module(model)
+        self._orig = copy.deepcopy(head.state_dict())
+        head.load_state_dict(self.shadow, strict=False)
+
+    def _swap_back(self, model):
+        if self._orig is None: return
+        head = self._get_module(model)
+        head.load_state_dict(self._orig, strict=False)
+        self._orig = None
+
+    def on_evaluate(self, args, state, control, model=None, **kwargs):
+        self._swap_in_ema(model)
+
+    def on_evaluate_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_save(self, args, state, control, model=None, **kwargs):
+        self._swap_in_ema(model)
+
+    def on_save_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_train_end(self, args, state, control, model=None, **kwargs):
+        self._swap_in_ema(model)
+
+
+@dataclass
+class ModelArguments:
+    model_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to VibeVoice base model with config.json"}
+    )
+    processor_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to processor dir (preprocessor_config.json). Defaults to model path."}
+    )
+    cache_dir: Optional[str] = field(default=None)
+    freeze_acoustic_tokenizer: bool = field(default=True)
+    freeze_semantic_tokenizer: bool = field(default=True)
+    lora_r: int = field(default=8)
+    lora_alpha: int = field(default=32)
+    lora_dropout: float = field(default=0.05)
+    lora_target_modules: str = field(
+        default="q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
+        metadata={"help": "Comma-separated list of target module names in the LLM blocks"},
+    )
+    lora_wrap_diffusion_head: bool = field(default=False, metadata={"help": "Wrap diffusion head with PEFT LoRA"})
+    train_diffusion_head: bool = field(default=False, metadata={"help": "Train diffusion prediction head (full fine-tune)"})
+    train_connectors: bool = field(default=False, metadata={"help": "Train acoustic/semantic connectors (full fine-tune)"})
+    layers_to_freeze: Optional[str] = field(
+        default=None, 
+        metadata={"help": "Comma-separated indices of diffusion head layers to freeze (e.g., '0,1,5,7,8')."}
+    )
+
+@dataclass
+class DataArguments:
+    dataset_name: Optional[str] = field(default=None, metadata={"help": "HF dataset name or 'json' with --train_jsonl for local files"})
+    dataset_config_name: Optional[str] = field(default=None)
+    train_split_name: str = field(default="train")
+    eval_split_name: Optional[str] = field(default="validation")
+    text_column_name: str = field(default="text")
+    audio_column_name: str = field(default="audio")
+    voice_prompts_column_name: Optional[str] = field(default="voice_prompts")
+    eval_split_size: float = field(default=0.0)
+    ignore_verifications: bool = field(default=False)
+    max_length: Optional[int] = field(default=None)
+    train_jsonl: Optional[str] = field(default=None, metadata={"help": "Path to local train JSONL with {text, audio, [voice_prompts]}"})
+    validation_jsonl: Optional[str] = field(default=None, metadata={"help": "Optional path to local validation JSONL"})
+    voice_prompt_drop_rate: float = field(
+        default=0.0,
+        metadata={"help": "Probability to drop conditioning voice prompt during training (0.0 keep always, 1.0 drop always)."},
+    )
+
+@dataclass
+class CustomTrainingArguments(HfTrainingArguments):
+    ddpm_batch_mul: int = field(default=1)
+    ce_loss_weight: float = field(default=1.0)
+    diffusion_loss_weight: float = field(default=1.0)
+    debug_ce_details: bool = field(default=False)
+    debug_ce_topk: int = field(default=5)
+    debug_ce_max_examples: int = field(default=1)
+    debug_ce_every_n_steps: int = field(default=200)
+    gradient_clipping: bool = field(
+        default=False,
+        metadata={"help": "Enable gradient clipping using max_grad_norm (set via --max_grad_norm, default 1.0). When False, disables clipping by forcing max_grad_norm=0.0."},
+    )
+    debug_save: bool = field(
+        default=False,
+        metadata={"help": "If set, saves model components BEFORE training starts, into output_dir/debug_initial."},
+    )
+
+def build_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = [s.strip() for s in args.lora_target_modules.split(",") if s.strip()]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.CAUSAL_LM,
+        target_modules=target_modules,
+    )
+
+def build_head_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = ["noisy_images_proj","cond_proj","gate_proj","up_proj","down_proj","linear"]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.FEATURE_EXTRACTION,
+        target_modules=target_modules,
+    )
+
+def mask_for_ce(labels: torch.Tensor, attention_mask: torch.Tensor, acoustic_input_mask: torch.Tensor, pad_id: int = -100) -> torch.Tensor:
+    shifted = labels[:, 1:].contiguous()
+    base_mask = attention_mask[:, 1:].contiguous().eq(1) if (attention_mask is not None and attention_mask.numel() > 0) else torch.ones_like(shifted, dtype=torch.bool)
+    label_is_acoustic = acoustic_input_mask[:, 1:].contiguous()
+    final_mask = base_mask & (~label_is_acoustic)
+    out = shifted.clone()
+    out[~final_mask] = pad_id
+    return out
+
+def _patch_acoustic_encode_for_legacy_indexing(model_obj, logger_):
+    try:
+        # هندل کردن دسترسی به مدل در حالت DDP
+        actual_model = model_obj.module if hasattr(model_obj, "module") else model_obj
+        acoustic = getattr(getattr(actual_model, "model", actual_model), "acoustic_tokenizer", None)
+        if acoustic is None or not hasattr(acoustic, "encode"):
+            logger_.warning("No acoustic_tokenizer.encode() found to patch.")
+            return
+        base_encode = acoustic.encode
+        def encode_wrapped(*args, **kwargs):
+            out = base_encode(*args, **kwargs)
+            try:
+                _ = out[0][0]
+                return out
+            except Exception:
+                pass
+            if isinstance(out, dict):
+                for k in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                    if k in out:
+                        return [[out[k]]]
+                if len(out) > 0:
+                    return [[next(iter(out.values()))]]
+            for attr in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                if hasattr(out, attr):
+                    return [[getattr(out, attr)]]
+            try:
+                if isinstance(out, torch.Tensor):
+                    return [[out]]
+            except Exception:
+                pass
+            return [[out]]
+        acoustic.encode = encode_wrapped
+        logger_.info("Patched acoustic_tokenizer.encode() to return [[...]] for legacy indexing.")
+    except Exception as e:
+        logger_.warning(f"Failed to patch acoustic_tokenizer.encode(): {e}")
+
+def main() -> None:
+    parser = HfArgumentParser((ModelArguments, DataArguments, CustomTrainingArguments))
+    model_args, data_args, training_args = parser.parse_args_into_dataclasses()
+
+    logging.basicConfig(
+        format="%(asctime)s - %(levelname)s - %(name)s - %(message)s",
+        datefmt="%m/%d/%Y %H:%M:%S",
+        level=logging.INFO if training_args.local_rank in [-1, 0] else logging.WARN,
+    )
+    logger.info("Training/evaluation parameters %s", training_args)
+    set_seed(training_args.seed)
+
+    # بدست آوردن Rank گرافیک فعلی برای تخصیص صحیح در DDP
+    local_rank = int(os.environ.get("LOCAL_RANK", -1))
+    device_map = {"": local_rank} if local_rank != -1 else None
+
+    # Configure gradient clipping
+    if not getattr(training_args, "gradient_clipping", False):
+        if hasattr(training_args, "max_grad_norm"):
+            training_args.max_grad_norm = 0.0
+            logger.info("Gradient clipping disabled (set max_grad_norm=0.0). Use --gradient_clipping to enable.")
+    else:
+        if (not hasattr(training_args, "max_grad_norm")) or training_args.max_grad_norm is None or training_args.max_grad_norm <= 0:
+            training_args.max_grad_norm = 1.0
+        logger.info(f"Gradient clipping enabled: max_grad_norm={training_args.max_grad_norm}")
+
+    # Load processor
+    processor_path = model_args.processor_name_or_path or model_args.model_name_or_path
+    if processor_path is None:
+        raise ValueError("--model_name_or_path (or --processor_name_or_path) must be provided")
+    processor: VibeVoiceProcessor = VibeVoiceProcessor.from_pretrained(processor_path)
+
+    # Required special tokens
+    tok = processor.tokenizer
+    for required in ["speech_start_id", "speech_diffusion_id", "speech_end_id"]:
+        if not hasattr(tok, required) or getattr(tok, required) is None:
+            raise RuntimeError(f"Tokenizer missing required special id: {required}")
+
+    # Load model (تخصیص مدل به گرافیک‌ها با استفاده از device_map محاسبه شده)
+    if model_args.model_name_or_path is None:
+        raise ValueError("--model_name_or_path is required to load VibeVoice base model")
+    dtype = torch.float32
+    if training_args.bf16:
+        dtype = torch.bfloat16
+    elif getattr(training_args, "fp16", False):
+        dtype = torch.float16
+    model = VibeVoiceForConditionalGeneration.from_pretrained(
+        model_args.model_name_or_path,
+        torch_dtype=dtype, 
+        device_map=device_map,
+    )
+    
+    _patch_acoustic_encode_for_legacy_indexing(model, logger)
+    processor.semantic_tokenizer = getattr(model.model, "semantic_tokenizer", None)
+
+    # Diagnostics: LM head tie
+    try:
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        shared_ptr = bool(in_w is not None and out_w is not None and in_w.data_ptr() == out_w.data_ptr())
+        values_equal = False
+        if in_w is not None and out_w is not None and in_w.shape == out_w.shape:
+            try:
+                values_equal = bool(torch.allclose(in_w, out_w))
+            except Exception:
+                values_equal = False
+        try:
+            tie_cfg = getattr(getattr(model.config, "decoder_config", model.config), "tie_word_embeddings", None)
+        except Exception:
+            tie_cfg = getattr(model.config, "tie_word_embeddings", None)
+        logger.info(f"LM head diagnostics -> shared_params={shared_ptr}, values_equal={values_equal}, tie_word_embeddings={tie_cfg}")
+        if out_w is not None:
+            logger.info(f"LM head requires_grad before freeze: {bool(out_w.requires_grad)}")
+    except Exception as e:
+        logger.warning(f"LM head tie diagnostics failed: {e}")
+
+    # Hard-tie LM head
+    try:
+        emb_module = model.get_input_embeddings()
+        head_module = model.get_output_embeddings()
+        if hasattr(emb_module, "weight") and hasattr(head_module, "weight"):
+            if emb_module.weight.shape == head_module.weight.shape and emb_module.weight.data_ptr() != head_module.weight.data_ptr():
+                with torch.no_grad():
+                    head_module.weight = emb_module.weight
+                logger.info("Force-tied LM head weight to input embeddings (pointer share).")
+    except Exception as e:
+        logger.warning(f"Force-tie of LM head failed: {e}")
+
+    # Validate special IDs (info logs only)
+    try:
+        special_names = ["speech_start_id", "speech_diffusion_id", "speech_end_id"]
+        try:
+            vocab_size = int(getattr(model.config.decoder_config, "vocab_size", 0))
+        except Exception:
+            vocab_size = 0
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        for name in special_names:
+            val = getattr(tok, name, None)
+            exists = (val is not None)
+            in_range = (exists and isinstance(val, int) and 0 <= val < vocab_size)
+            equal_row = None
+            if in_range and in_w is not None and out_w is not None and in_w.shape == out_w.shape and in_w.size(0) > val:
+                try:
+                    equal_row = bool(torch.allclose(in_w[val], out_w[val]))
+                except Exception:
+                    equal_row = False
+            decoded_str = None
+            if exists and isinstance(val, int):
+                try:
+                    decoded_str = tok.decode([val])
+                except Exception:
+                    try:
+                        decoded_str = tok.convert_ids_to_tokens(val)
+                    except Exception:
+                        decoded_str = "<decode_failed>"
+            logger.info(f"Special token check -> {name}={val}, decoded='{decoded_str}', exists={exists}, in_vocab_range={in_range}, emb_vs_head_row_equal={equal_row}")
+    except Exception as e:
+        logger.warning(f"Special token ID/row validation failed: {e}")
+
+    # Quick tokenizer diagnostics (optional)
+    try:
+        logger.info("=== TOKENIZER DIAGNOSTICS ===")
+        logger.info(f"Tokenizer class: {type(tok).__name__}")
+        logger.info(f"Tokenizer vocab_size: {tok.vocab_size}")
+        # tiny CE smoke test
+        with torch.no_grad():
+            simple_text = "The cat sat on the mat."
+            simple_ids = torch.tensor([tok.encode(simple_text, add_special_tokens=True)], device=model.device)
+            simple_mask = torch.ones_like(simple_ids)
+            x = model.get_input_embeddings()(simple_ids)
+            outputs = model.model(inputs_embeds=x, attention_mask=simple_mask, return_dict=True)
+            logits = model.lm_head(outputs.last_hidden_state)
+            shift_logits = logits[:, :-1, :].contiguous()
+            shift_labels = simple_ids[:, 1:].contiguous()
+            ce_loss = F.cross_entropy(shift_logits.view(-1, shift_logits.size(-1)), shift_labels.view(-1), reduction='mean')
+            logger.info(f"Simple text CE loss: {ce_loss.item():.4f}")
+    except Exception as e:
+        logger.warning(f"Tokenizer diagnostics failed: {e}")
+
+    # Disable cache during training
+    if hasattr(model.config, "use_cache") and training_args.do_train:
+        model.config.use_cache = False
+
+    # Freeze tokenizers
+    if model_args.freeze_acoustic_tokenizer and hasattr(model.model, "acoustic_tokenizer"):
+        for p in model.model.acoustic_tokenizer.parameters():
+            p.requires_grad = False
+    if model_args.freeze_semantic_tokenizer and hasattr(model.model, "semantic_tokenizer"):
+        for p in model.model.semantic_tokenizer.parameters():
+            p.requires_grad = False
+
+    # LoRA wrap LLM (optional)
+    lora_cfg = build_lora_config(model_args)
+    tm_lower = [s.strip().lower() for s in model_args.lora_target_modules.split(",") if s.strip()]
+    skip_lm_lora = (len(tm_lower) == 0) or all(t in ("none", "off", "disable", "disabled") for t in tm_lower)
+    if not skip_lm_lora:
+        model.model.language_model = get_peft_model(model.model.language_model, lora_cfg)
+    else:
+        logger.info("Skipping LLM LoRA wrapping (lora_target_modules indicates none).")
+
+    try:
+        model.tie_weights()
+    except Exception:
+        pass
+
+    # Freeze all then enable trainable subsets
+    for _, p in model.named_parameters():
+        p.requires_grad = False
+
+    try:
+        for n, p in model.model.language_model.named_parameters():
+            if "lora_A" in n or "lora_B" in n:
+                p.requires_grad = True
+    except Exception:
+        logger.warning("Could not re-enable LoRA params on language_model.")
+
+    # Diffusion head LoRA wrapping (optional)
+    if getattr(model_args, "lora_wrap_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        class _HeadForwardShim(nn.Module):
+            def __init__(self, base: nn.Module): super().__init__(); self.base = base
+            def forward(self, *args, **kwargs):
+                if len(args) >= 3:
+                    noisy_images, timesteps, condition = args[:3]
+                else:
+                    noisy_images = kwargs.get("noisy_images")
+                    timesteps = kwargs.get("timesteps")
+                    condition = kwargs.get("condition")
+                return self.base(noisy_images, timesteps, condition)
+        try:
+            shim = _HeadForwardShim(model.model.prediction_head)
+            model.model.prediction_head = get_peft_model(shim, build_head_lora_config(model_args))
+            for n, p in model.model.prediction_head.named_parameters():
+                if "lora_A" in n or "lora_B" in n:
+                    p.requires_grad = True
+        except Exception as e:
+            logger.warning(f"Could not LoRA-wrap diffusion head: {e}")
+
+    # Train full diffusion head (optional)
+    if getattr(model_args, "train_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        for p in model.model.prediction_head.parameters():
+            p.requires_grad = True
+
+    # Freeze diffusion head layers (optional)
+    if model_args.layers_to_freeze is not None and hasattr(model.model, "prediction_head"):
+        head_params = list(model.model.prediction_head.named_parameters())
+        try:
+            indices_to_freeze = {int(x.strip()) for x in model_args.layers_to_freeze.split(',') if x.strip()}
+            frozen_count = 0
+            for i, (name, param) in enumerate(head_params):
+                if i in indices_to_freeze:
+                    param.requires_grad = False
+                    frozen_count += 1
+                    logger.info(f"Froze layer [{i}]: {name}")
+            logger.info(f"Successfully froze {frozen_count} parameter groups in the diffusion head.")
+        except Exception as e:
+            logger.error(f"Could not parse --layers_to_freeze: {e}")
+            raise
+    
+    # Connectors
+    if getattr(model_args, "train_connectors", False):
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = True
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = True
+    else:
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = False
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = False
+
+    # Freeze embedding + head
+    try:
+        emb = model.get_input_embeddings()
+        if hasattr(emb, "weight"):
+            emb.weight.requires_grad_(False)
+        head = model.get_output_embeddings()
+        if head is not None and hasattr(head, "weight"):
+            head.weight.requires_grad_(False)
+    except Exception:
+        pass
+
+    # Diagnostics
+    def _sum_params(named_iter):
+        return sum(p.numel() for _, p in named_iter if p.requires_grad)
+    try:
+        lm_lora = _sum_params(model.model.language_model.named_parameters()) if hasattr(model.model, "language_model") else 0
+        pred_head_train = _sum_params(model.model.prediction_head.named_parameters()) if hasattr(model.model, "prediction_head") else 0
+        ac_conn_train = _sum_params(model.model.acoustic_connector.named_parameters()) if hasattr(model.model, "acoustic_connector") else 0
+        se_conn_train = _sum_params(model.model.semantic_connector.named_parameters()) if hasattr(model.model, "semantic_connector") else 0
+        total_trainable = sum(p.numel() for p in model.parameters() if p.requires_grad)
+        logger.info(f"Trainable by block -> LLM-LoRA: {lm_lora:,} | diff_head: {pred_head_train:,} | ac_conn: {ac_conn_train:,} | se_conn: {se_conn_train:,}")
+        logger.info("TOTAL trainable: %s", f"{total_trainable:,}")
+    except Exception:
+        pass
+
+    # Preprocessed data classes
+    class PreprocessedBatchDataset:
+        def __init__(self, preprocessed_file: str):
+            self.data = torch.load(preprocessed_file, map_location='cpu')
+            logger.info(f"Loaded {len(self.data)} preprocessed batches from {preprocessed_file}")
+        
+        def __len__(self):
+            return len(self.data)
+        
+        def __getitem__(self, idx):
+            batch = self.data[idx]
+            result = {}
+            for k, v in batch.items():
+                if isinstance(v, torch.Tensor):
+                    result[k] = v
+                else:
+                    result[k] = v
+            return result
+
+    class PreprocessedBatchSubset:
+        def __init__(self, dataset: 'PreprocessedBatchDataset', indices: List[int]):
+            self.dataset = dataset
+            self.indices = indices
+        
+        def __len__(self):
+            return len(self.indices)
+        
+        def __getitem__(self, idx):
+            actual_idx = self.indices[idx]
+            return self.dataset[actual_idx]
+
+    class PreprocessedBatchCollator:
+        def __call__(self, batch: List[Dict[str, torch.Tensor]]) -> Dict[str, torch.Tensor]:
+            if not batch:
+                return {}
+            result = {}
+            for key in batch[0].keys():
+                tensors = [b[key] for b in batch if b[key] is not None]
+                if tensors and isinstance(tensors[0], torch.Tensor):
+                    result[key] = torch.cat(tensors, dim=0)
+                else:
+                    result[key] = tensors[0] if tensors else None
+            return result
+
+    # Datasets
+    preprocessed_dir = os.path.join(training_args.output_dir, "preprocessed")
+    preprocessed_file = os.path.join(preprocessed_dir, "preprocessed_batches.pt")
+    
+    if os.path.exists(preprocessed_file):
+        logger.info(f"Loading preprocessed data from {preprocessed_file}")
+        preprocessed_data = PreprocessedBatchDataset(preprocessed_file)
+        
+        train_dataset = preprocessed_data
+        eval_dataset = None
+        
+        if training_args.do_eval and data_args.eval_split_size and data_args.eval_split_size > 0 and len(preprocessed_data) > 1:
+            num_eval = max(1, int(len(preprocessed_data) * data_args.eval_split_size))
+            num_train = len(preprocessed_data) - num_eval
+            indices = list(range(len(preprocessed_data)))
+            import random
+            random.Random(training_args.seed).shuffle(indices)
+            train_indices = indices[:num_train]
+            eval_indices = indices[num_train:]
+            train_dataset = PreprocessedBatchSubset(preprocessed_data, train_indices)
+            eval_dataset = PreprocessedBatchSubset(preprocessed_data, eval_indices)
+    else:
+        logger.info(f"Preprocessed data not found at {preprocessed_file}, loading from raw JSONL/HF datasets")
+        verification_mode = VerificationMode.NO_CHECKS if data_args.ignore_verifications else VerificationMode.BASIC_CHECKS
+        if data_args.train_jsonl is not None:
+            data_files: Dict[str, str] = {"train": data_args.train_jsonl}
+            if data_args.validation_jsonl is not None:
+                data_files["validation"] = data_args.validation_jsonl
+            raw = load_dataset("json", data_files=data_files, verification_mode=verification_mode, cache_dir=model_args.cache_dir)
+        else:
+            if data_args.dataset_name is None:
+                raise ValueError("Provide --dataset_name (HF datasets) or use --train_jsonl/--validation_jsonl for local files.")
+            raw = load_dataset(
+                data_args.dataset_name,
+                data_args.dataset_config_name,
+                verification_mode=verification_mode,
+                cache_dir=model_args.cache_dir,
+            )
+        train_ds = raw[data_args.train_split_name]
+        eval_ds = None
+        if training_args.do_eval:
+            if data_args.eval_split_name and data_args.eval_split_name in raw:
+                eval_ds = raw[data_args.eval_split_name]
+            elif data_args.eval_split_size and data_args.eval_split_size > 0 and len(train_ds) > 1:
+                split = train_ds.train_test_split(test_size=data_args.eval_split_size, seed=training_args.seed)
+                train_ds, eval_ds = split["train"], split["test"]
+
+        train_dataset = VibeVoiceDataset(
+            train_ds,
+            text_column=data_args.text_column_name,
+            audio_column=data_args.audio_column_name,
+            voice_prompts_column=data_args.voice_prompts_column_name,
+        )
+        eval_dataset = None
+        if eval_ds is not None:
+            eval_dataset = VibeVoiceDataset(
+                eval_ds,
+                text_column=data_args.text_column_name,
+                audio_column=data_args.audio_column_name,
+                voice_prompts_column=data_args.voice_prompts_column_name,
+            )
+
+    # Ratios/dims from processor+model
+    speech_compress_ratio = getattr(processor, "speech_tok_compress_ratio", 3200)
+    semantic_dim = getattr(model.config, "semantic_vae_dim", None)
+    if semantic_dim is None:
+        try:
+            semantic_dim = int(getattr(model.config.semantic_tokenizer_config, "vae_dim", 128))
+        except Exception:
+            semantic_dim = 128
+
+    compute_semantics_flag = hasattr(processor, "semantic_tokenizer") and processor.semantic_tokenizer is not None
+
+    if os.path.exists(preprocessed_file):
+        data_collator = PreprocessedBatchCollator()
+    else:
+        data_collator = VibeVoiceCollator(
+            processor=processor,
+            max_length=data_args.max_length,
+            speech_compress_ratio=speech_compress_ratio,
+            semantic_vae_dim=semantic_dim,
+            compute_semantics=compute_semantics_flag,
+            debug_checks=False,
+            voice_prompt_drop_rate=data_args.voice_prompt_drop_rate,
+        )
+
+    class LoRADebugCallback(TrainerCallback):
+        def __init__(self, log_every_n_steps: int = 50):
+            self.log_every_n_steps = max(1, int(log_every_n_steps))
+            self.prev_param_norms: Dict[str, float] = {}
+            self.lora_param_names: List[str] = []
+
+        def on_train_begin(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None:
+                    return
+                # دسترسی ایمن به مدل در حالت DDP
+                actual_model = model.module if hasattr(model, "module") else model
+                named: Dict[str, torch.nn.Parameter] = dict(actual_model.named_parameters())
+                self.lora_param_names = [n for n in named.keys() if ("lora_A" in n or "lora_B" in n)]
+                for n in self.lora_param_names:
+                    p = named[n]
+                    self.prev_param_norms[n] = float(p.data.norm().item())
+                total = len(self.lora_param_names)
+                req_grad = sum(1 for n in self.lora_param_names if named[n].requires_grad)
+                num_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                num_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                zero_B = sum(1 for n in self.lora_param_names if ("lora_B" in n and float(named[n].data.norm().item()) == 0.0))
+                logger.info(f"LoRA debug: found {total} LoRA params (A={num_A}, B={num_B}); trainable={req_grad}. Initial lora_B_zero={zero_B}.")
+                if total == 0:
+                    logger.warning("LoRA debug: No LoRA parameters found. Check lora_target_modules.")
+                if req_grad != total:
+                    logger.warning("LoRA debug: Some LoRA params are frozen. They should be trainable.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_train_begin) failed: {e}")
+
+        def on_step_end(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None or len(self.lora_param_names) == 0:
+                    return
+                step = int(getattr(state, "global_step", 0) or 0)
+                if step % self.log_every_n_steps != 0 and step != 1:
+                    return
+                
+                actual_model = model.module if hasattr(model, "module") else model
+                named: Dict[str, torch.nn.Parameter] = dict(actual_model.named_parameters())
+                changed_A = 0
+                changed_B = 0
+                zero_B = 0
+                eps = 1e-12
+                for n in self.lora_param_names:
+                    p = named.get(n, None)
+                    if p is None:
+                        continue
+                    prev = self.prev_param_norms.get(n, 0.0)
+                    curr = float(p.data.norm().item())
+                    if "lora_A" in n and abs(curr - prev) > eps:
+                        changed_A += 1
+                    if "lora_B" in n:
+                        if abs(curr - prev) > eps:
+                            changed_B += 1
+                        if curr == 0.0:
+                            zero_B += 1
+                    self.prev_param_norms[n] = curr
+                total_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                total_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                logger.info(f"LoRA debug step {step}: changed A {changed_A}/{total_A}, changed B {changed_B}/{total_B}, lora_B_zero_now={zero_B}.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_step_end) failed: {e}")
+
+    class VibeVoiceTrainer(Trainer):
+        def compute_loss(self, model, inputs: Dict[str, Any], return_outputs=False, num_items_in_batch: Optional[int] = None):
+            # باز کردن DDP Wrapper برای دسترسی به متغیرهای داخلی مدل (جلوگیری از خطای DDP)
+            actual_model = model.module if hasattr(model, "module") else model
+
+            labels = inputs.get("input_ids")
+            attention_mask = inputs.get("attention_mask")
+            acoustic_input_mask = inputs.get("acoustic_input_mask")
+
+            # Ensure semantic tensors exist and have correct dtype/device
+            sem = inputs.get("speech_semantic_tensors", None)
+            try:
+                target_dtype = next(actual_model.model.semantic_connector.parameters()).dtype
+            except Exception:
+                target_dtype = actual_model.get_input_embeddings().weight.dtype
+
+            if sem is None:
+                sm = inputs.get("speech_masks")
+                if sm is not None:
+                    zeros = torch.zeros(
+                        sm.size(0), sm.size(1),
+                        getattr(actual_model.config, "semantic_vae_dim", 128),
+                        dtype=target_dtype,
+                        device=sm.device,
+                    )
+                    inputs["speech_semantic_tensors"] = zeros
+            else:
+                if isinstance(sem, torch.Tensor):
+                    inputs["speech_semantic_tensors"] = sem.to(dtype=target_dtype)
+
+            outputs = model(
+                input_ids=inputs.get("input_ids"),
+                attention_mask=attention_mask,
+                speech_tensors=inputs.get("speech_tensors"),
+                speech_masks=inputs.get("speech_masks"),
+                speech_semantic_tensors=inputs.get("speech_semantic_tensors"),
+                acoustic_input_mask=acoustic_input_mask,
+                acoustic_loss_mask=inputs.get("acoustic_loss_mask"),
+                speeches_loss_input=inputs.get("speeches_loss_input"),
+                ddpm_batch_mul=training_args.ddpm_batch_mul,
+            )
+
+            # Invariants: token/latent selection equality across views (warn, don't assert)
+            try:
+                al_mask = inputs.get("acoustic_loss_mask")
+                sp_masks = inputs.get("speech_masks")
+                sp_loss_sel = inputs.get("speeches_loss_input")
+                num_tok_total = int(acoustic_input_mask.sum().item()) if acoustic_input_mask is not None else 0
+                num_tok_loss = int(al_mask.sum().item()) if al_mask is not None else 0
+                num_lat_total = int(sp_masks.sum().item()) if sp_masks is not None else 0
+                num_lat_loss = int(((sp_loss_sel & sp_masks).sum().item())) if (sp_loss_sel is not None and sp_masks is not None) else 0
+                self.log({
+                    "debug/num_tok_total": float(num_tok_total),
+                    "debug/num_tok_loss": float(num_tok_loss),
+                    "debug/num_lat_total": float(num_lat_total),
+                    "debug/num_lat_loss": float(num_lat_loss),
+                })
+                if sp_loss_sel is not None and sp_masks is not None and al_mask is not None:
+                    if num_tok_loss != num_lat_loss:
+                        logger.warning(f"Loss selection mismatch: acoustic_loss_mask={num_tok_loss} vs speeches_loss_input={num_lat_loss}")
+            except Exception:
+                pass
+
+            # CE Loss
+            logits = outputs.logits
+            ce_labels = mask_for_ce(labels, attention_mask, acoustic_input_mask, pad_id=-100)
+            shift_logits = logits[:, :-1, :].contiguous()
+            loss_fct = nn.CrossEntropyLoss(ignore_index=-100)
+            ce_loss = loss_fct(shift_logits.view(-1, shift_logits.size(-1)), ce_labels.view(-1))
+
+            # Optional CE diagnostics
+            try:
+                self._debug_ce(shift_logits, ce_labels, attention_mask, acoustic_input_mask)
+            except Exception as e:
+                logger.warning(f"Failed invoking CE debug: {e}")
+
+            # Diffusion loss
+            diffusion_loss = outputs.diffusion_loss if outputs.diffusion_loss is not None else torch.tensor(0.0, device=ce_loss.device)
+            total = training_args.ce_loss_weight * ce_loss + training_args.diffusion_loss_weight * diffusion_loss
+
+            # Logs
+            try:
+                prefix = "train" if model.training else "eval"
+                self.log({
+                    f"{prefix}/ce_loss": ce_loss.detach().item(),
+                    f"{prefix}/diffusion_loss": diffusion_loss.detach().item() if isinstance(diffusion_loss, torch.Tensor) else float(diffusion_loss),
+                })
+                if hasattr(self, "optimizer") and self.optimizer is not None and len(self.optimizer.param_groups) > 0:
+                    lr_val = self.optimizer.param_groups[0].get("lr", None)
+                    if lr_val is not None:
+                        self.log({"train/learning_rate_real": float(lr_val)})
+            except Exception:
+                pass
+
+            return (total, outputs) if return_outputs else total
+
+        def _debug_ce(self, shift_logits: torch.Tensor, ce_labels: torch.Tensor, attention_mask: Optional[torch.Tensor], acoustic_input_mask: Optional[torch.Tensor]):
+            try:
+                if not getattr(training_args, "debug_ce_details", False):
+                    return
+                step = int(getattr(self.state, "global_step", 0) or 0)
+                every_n = max(1, int(getattr(training_args, "debug_ce_every_n_steps", 200) or 200))
+                if not (step <= 1 or (step % every_n == 0)):
+                    return
+
+                with torch.no_grad():
+                    vocab = shift_logits.size(-1)
+                    per_token_loss = F.cross_entropy(
+                        shift_logits.view(-1, vocab),
+                        ce_labels.view(-1),
+                        reduction="none",
+                        ignore_index=-100,
+                    ).view_as(ce_labels)
+
+                    valid_mask = ce_labels.ne(-100)
+                    num_valid = int(valid_mask.sum().item())
+                    avg_loss = float((per_token_loss[valid_mask].mean().item())) if num_valid > 0 else float("nan")
+
+                    per_ex_avgs = []
+                    max_examples = max(1, int(getattr(training_args, "debug_ce_max_examples", 1) or 1))
+                    B = ce_labels.size(0)
+                    for b in range(min(B, max_examples)):
+                        vb = valid_mask[b]
+                        if int(vb.sum().item()) > 0:
+                            per_ex_avgs.append(float(per_token_loss[b][vb].mean().item()))
+                        else:
+                            per_ex_avgs.append(float("nan"))
+                    logger.info(f"CE debug: tokens_in_loss={num_valid}, avg_loss={avg_loss:.4f}, per_example_avgs={[round(x,4) if x==x else None for x in per_ex_avgs]}")
+            except Exception as e:
+                logger.warning(f"CE detailed debug failed: {e}")
+
+        # --------- CRITICAL SAVE OVERRIDES: also dump FULL head/connectors for inference ---------
+  
+        def _save(self, output_dir: Optional[str] = None, state_dict=None) -> None:
+            # فقط در پراسس اصلی فایل‌ها ذخیره شوند تا از تداخل و خرابی فایل در DDP جلوگیری شود
+            if not self.is_world_process_zero():
+                return
+                
+            try:
+                actual_model = self.model.module if hasattr(self.model, "module") else self.model
+                target_dir = output_dir or self.args.output_dir
+                lora_out = os.path.join(target_dir, "lora")
+                os.makedirs(lora_out, exist_ok=True)
+    
+                # --- LLM PEFT adapters (if LoRA-wrapped) ---
+                language_model = getattr(actual_model.model, "language_model", None)
+                if hasattr(language_model, "save_pretrained"):
+                    language_model.save_pretrained(lora_out)
+    
+                # --- Diffusion head PEFT adapters (if LoRA-wrapped) ---
+                pred_head = getattr(actual_model.model, "prediction_head", None)
+                if hasattr(pred_head, "save_pretrained"):
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    pred_head.save_pretrained(ph_dir)
+    
+                # --- ALWAYS save FULL diffusion head state_dict for fallback ---
+                if pred_head is not None and hasattr(pred_head, "state_dict"):
+                    sd = pred_head.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+    
+                # --- Connectors (plain state_dicts) ---
+                ac = getattr(actual_model.model, "acoustic_connector", None)
+                if ac is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+    
+                se = getattr(actual_model.model, "semantic_connector", None)
+                if se is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+    
+            except Exception as e:
+                logger.warning(f"Failed to save LoRA assets: {e}")
+
+
+    # ------------- Build the Trainer -------------
+
+    # Resolve which adapters to apply in samples
+    # توجه: دستگاه به صورت خودکار در Callback مدیریت می‌شود
+    ema_cb = EmaCallback(attr_path="model.prediction_head", decay=0.999)
+
+    # --- CRITICAL FIX: CAST TRAINABLE PARAMS TO FP32 ---
+    # This prevents 'ValueError: Attempting to unscale FP16 gradients'
+    if getattr(training_args, 'fp16', False) or getattr(training_args, 'bf16', False):
+        if training_args.local_rank in [-1, 0]:
+            print('>>> INFO: Enforcing float32 for trainable parameters (LoRA/Head) to fix GradScaler.')
+        # در حالت DDP ممکن است مدل رپ شده باشد، پس بهتر است actual_model را چک کنیم
+        actual_model = model.module if hasattr(model, "module") else model
+        for name, param in actual_model.named_parameters():
+            if param.requires_grad:
+                param.data = param.data.to(torch.float32)
+    # ---------------------------------------------------
+
+    trainer = VibeVoiceTrainer(
+        model=model,
+        args=training_args,
+        train_dataset=train_dataset,
+        eval_dataset=eval_dataset,
+        data_collator=data_collator,
+        callbacks=[ema_cb, LoRADebugCallback(log_every_n_steps=(int(getattr(training_args, "logging_steps", 50) or 50)))],
+    )
+
+    # Optional debug pre-training save
+    if getattr(training_args, "debug_save", False):
+        if trainer.is_world_process_zero():
+            try:
+                actual_model = model.module if hasattr(model, "module") else model
+                debug_dir = os.path.join(training_args.output_dir, "debug_initial")
+                lora_out = os.path.join(debug_dir, "lora")
+                os.makedirs(lora_out, exist_ok=True)
+                logger.info(f"[debug_save] Saving initial (pre-training) model components to: {debug_dir}")
+                # language model adapters / base
+                try:
+                    if hasattr(actual_model.model.language_model, "save_pretrained"):
+                        actual_model.model.language_model.save_pretrained(lora_out)
+                except Exception as e_lm:
+                    logger.warning(f"[debug_save] Failed to save language_model: {e_lm}")
+                # diffusion head
+                try:
+                    if hasattr(actual_model.model, "prediction_head") and hasattr(actual_model.model.prediction_head, "save_pretrained"):
+                        actual_model.model.prediction_head.save_pretrained(os.path.join(lora_out, "diffusion_head"))
+                except Exception as e_head:
+                    logger.warning(f"[debug_save] Failed to save prediction_head: {e_head}")
+                # NEW: full diffusion head state_dict as fallback
+                try:
+                    ph = getattr(actual_model.model, "prediction_head", None)
+                    if ph is not None and hasattr(ph, "state_dict"):
+                        sd = ph.state_dict()
+                        torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                        os.makedirs(os.path.join(lora_out, "diffusion_head"), exist_ok=True)
+                        torch.save(sd, os.path.join(lora_out, "diffusion_head", "diffusion_head_full.bin"))
+                except Exception as e:
+                    logger.warning(f"[debug_save] Failed to save FULL diffusion head: {e}")
+                # connectors
+                try:
+                    ac_conn = getattr(actual_model.model, "acoustic_connector", None)
+                    if ac_conn is not None:
+                        ac_dir = os.path.join(lora_out, "acoustic_connector")
+                        os.makedirs(ac_dir, exist_ok=True)
+                        torch.save(ac_conn.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+                except Exception as e_ac:
+                    logger.warning(f"[debug_save] Failed to save acoustic_connector: {e_ac}")
+                try:
+                    se_conn = getattr(actual_model.model, "semantic_connector", None)
+                    if se_conn is not None:
+                        se_dir = os.path.join(lora_out, "semantic_connector")
+                        os.makedirs(se_dir, exist_ok=True)
+                        torch.save(se_conn.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+                except Exception as e_se:
+                    logger.warning(f"[debug_save] Failed to save semantic_connector: {e_se}")
+            except Exception as e:
+                logger.warning(f"[debug_save] Unexpected failure saving initial components: {e}")
+
+    if getattr(training_args, "gradient_checkpointing", False):
+        try:
+            model.gradient_checkpointing_enable()
+        except Exception:
+            logger.warning("Failed to enable gradient checkpointing on the model.")
+
+    if training_args.do_train:
+        trainer.train(resume_from_checkpoint=training_args.resume_from_checkpoint)
+    
+        if trainer.is_world_process_zero():
+            actual_model = model.module if hasattr(model, "module") else model
+            lora_out = os.path.join(training_args.output_dir, "lora")
+            os.makedirs(lora_out, exist_ok=True)
+        
+            # LLM PEFT (if any)
+            lm = getattr(actual_model.model, "language_model", None)
+            if hasattr(lm, "save_pretrained"):
+                lm.save_pretrained(lora_out)
+        
+            # Diffusion head PEFT (if any)
+            ph = getattr(actual_model.model, "prediction_head", None)
+            if hasattr(ph, "save_pretrained"):
+                ph_dir = os.path.join(lora_out, "diffusion_head")
+                os.makedirs(ph_dir, exist_ok=True)
+                ph.save_pretrained(ph_dir)
+        
+            # ALWAYS: full diffusion head state_dict fallback
+            try:
+                if ph is not None and hasattr(ph, "state_dict"):
+                    sd = ph.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+            except Exception as e:
+                logger.warning(f"Failed to save FULL diffusion head at end: {e}")
+        
+            # Connectors (if trained)
+            try:
+                ac = getattr(actual_model.model, "acoustic_connector", None)
+                if ac is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+            except Exception as e:
+                logger.warning(f"Failed to save acoustic_connector: {e}")
+        
+            try:
+                se = getattr(actual_model.model, "semantic_connector", None)
+                if se is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+            except Exception as e:
+                logger.warning(f"Failed to save semantic_connector: {e}")
+
+    if training_args.do_eval and eval_dataset is not None:
+        trainer.evaluate()
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/finetune_vibevoice_lora10.py b/VibeVoice-finetuning/src/finetune_vibevoice_lora10.py
new file mode 100644
index 0000000000000000000000000000000000000000..d8a60f14cb178872b15c605db3b669bb3715b746
--- /dev/null
+++ b/VibeVoice-finetuning/src/finetune_vibevoice_lora10.py
@@ -0,0 +1,1044 @@
+# train_vibevoice_lora.py
+import os
+os.environ["CUDA_VISIBLE_DEVICES"] = "0"
+os.environ["TOKENIZERS_PARALLELISM"] = "false"
+
+import logging
+import os
+from dataclasses import dataclass, field
+from typing import Any, Dict, List, Optional, Tuple
+
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+from datasets import load_dataset, DatasetDict, VerificationMode
+
+from transformers import (
+    HfArgumentParser,
+    Trainer,
+    set_seed,
+    TrainerCallback,
+)
+from transformers import TrainingArguments as HfTrainingArguments
+
+from peft import LoraConfig, get_peft_model, TaskType
+
+from vibevoice.modular.modeling_vibevoice import VibeVoiceForConditionalGeneration
+from vibevoice.modular.configuration_vibevoice import VibeVoiceConfig
+from vibevoice.processor.vibevoice_processor import VibeVoiceProcessor
+
+from data_vibevoice import VibeVoiceDataset, VibeVoiceCollator
+
+logger = logging.getLogger(__name__)
+
+# ================== SAMPLE CALLBACK UTILS ==================
+
+import copy
+import torch
+from transformers import TrainerCallback
+
+class EmaCallback(TrainerCallback):
+    def __init__(self, attr_path="model.prediction_head", decay=0.999, device="cuda"):
+        """
+        attr_path: where the head lives under self.model (Trainer wraps your VibeVoiceForConditionalGeneration)
+        decay:     EMA decay (0.999 ~ stable, 0.9999 ~ very smooth, slower to adapt)
+        """
+        self.attr_path = attr_path
+        self.decay = float(decay)
+        self.device = torch.device(device)
+        self.shadow = None
+        self._orig = None  # store non-EMA weights when we swap
+
+    def _get_module(self, model):
+        # Resolve dotted path like "model.prediction_head"
+        mod = model
+        for name in self.attr_path.split('.'):
+            mod = getattr(mod, name)
+        return mod
+
+    def on_train_begin(self, args, state, control, model=None, **kwargs):
+        head = self._get_module(model)
+        self.shadow = {k: p.detach().to(self.device).clone()
+                       for k, p in head.state_dict().items()}
+
+    def on_step_end(self, args, state, control, model=None, **kwargs):
+        if self.shadow is None: return
+        head = self._get_module(model)
+        with torch.no_grad():
+            for k, v in head.state_dict().items():
+                self.shadow[k].mul_(self.decay).add_(v.detach().to(self.device), alpha=(1.0 - self.decay))
+
+    # ---- Swap helpers ----
+    def _swap_in_ema(self, model):
+        head = self._get_module(model)
+        self._orig = copy.deepcopy(head.state_dict())
+        head.load_state_dict(self.shadow, strict=False)
+
+    def _swap_back(self, model):
+        if self._orig is None: return
+        head = self._get_module(model)
+        head.load_state_dict(self._orig, strict=False)
+        self._orig = None
+
+    def on_evaluate(self, args, state, control, model=None, **kwargs):
+        # use EMA during eval
+        self._swap_in_ema(model)
+
+    def on_evaluate_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_save(self, args, state, control, model=None, **kwargs):
+        # temporarily swap to EMA, let Trainer save, then swap back
+        self._swap_in_ema(model)
+
+    def on_save_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_train_end(self, args, state, control, model=None, **kwargs):
+        # final checkpoint: persist EMA
+        self._swap_in_ema(model)
+
+
+@dataclass
+class ModelArguments:
+    model_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to VibeVoice base model with config.json"}
+    )
+    processor_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to processor dir (preprocessor_config.json). Defaults to model path."}
+    )
+    cache_dir: Optional[str] = field(default=None)
+    freeze_acoustic_tokenizer: bool = field(default=True)
+    freeze_semantic_tokenizer: bool = field(default=True)
+    lora_r: int = field(default=8)
+    lora_alpha: int = field(default=32)
+    lora_dropout: float = field(default=0.05)
+    lora_target_modules: str = field(
+        default="q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
+        metadata={"help": "Comma-separated list of target module names in the LLM blocks"},
+    )
+    lora_wrap_diffusion_head: bool = field(default=False, metadata={"help": "Wrap diffusion head with PEFT LoRA"})
+    train_diffusion_head: bool = field(default=False, metadata={"help": "Train diffusion prediction head (full fine-tune)"})
+    train_connectors: bool = field(default=False, metadata={"help": "Train acoustic/semantic connectors (full fine-tune)"})
+    layers_to_freeze: Optional[str] = field(
+        default=None, 
+        metadata={"help": "Comma-separated indices of diffusion head layers to freeze (e.g., '0,1,5,7,8')."}
+    )
+
+@dataclass
+class DataArguments:
+    dataset_name: Optional[str] = field(default=None, metadata={"help": "HF dataset name or 'json' with --train_jsonl for local files"})
+    dataset_config_name: Optional[str] = field(default=None)
+    train_split_name: str = field(default="train")
+    eval_split_name: Optional[str] = field(default="validation")
+    text_column_name: str = field(default="text")
+    audio_column_name: str = field(default="audio")
+    voice_prompts_column_name: Optional[str] = field(default="voice_prompts")
+    eval_split_size: float = field(default=0.0)
+    ignore_verifications: bool = field(default=False)
+    max_length: Optional[int] = field(default=None)
+    train_jsonl: Optional[str] = field(default=None, metadata={"help": "Path to local train JSONL with {text, audio, [voice_prompts]}"})
+    validation_jsonl: Optional[str] = field(default=None, metadata={"help": "Optional path to local validation JSONL"})
+    voice_prompt_drop_rate: float = field(
+        default=0.0,
+        metadata={"help": "Probability to drop conditioning voice prompt during training (0.0 keep always, 1.0 drop always)."},
+    )
+
+@dataclass
+class CustomTrainingArguments(HfTrainingArguments):
+    ddpm_batch_mul: int = field(default=1)
+    ce_loss_weight: float = field(default=1.0)
+    diffusion_loss_weight: float = field(default=1.0)
+    debug_ce_details: bool = field(default=False)
+    debug_ce_topk: int = field(default=5)
+    debug_ce_max_examples: int = field(default=1)
+    debug_ce_every_n_steps: int = field(default=200)
+    gradient_clipping: bool = field(
+        default=False,
+        metadata={"help": "Enable gradient clipping using max_grad_norm (set via --max_grad_norm, default 1.0). When False, disables clipping by forcing max_grad_norm=0.0."},
+    )
+    debug_save: bool = field(
+        default=False,
+        metadata={"help": "If set, saves model components BEFORE training starts, into output_dir/debug_initial."},
+    )
+
+def build_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = [s.strip() for s in args.lora_target_modules.split(",") if s.strip()]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.CAUSAL_LM,
+        target_modules=target_modules,
+    )
+
+def build_head_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = ["noisy_images_proj","cond_proj","gate_proj","up_proj","down_proj","linear"]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.FEATURE_EXTRACTION,
+        target_modules=target_modules,
+    )
+
+def mask_for_ce(labels: torch.Tensor, attention_mask: torch.Tensor, acoustic_input_mask: torch.Tensor, pad_id: int = -100) -> torch.Tensor:
+    shifted = labels[:, 1:].contiguous()
+    base_mask = attention_mask[:, 1:].contiguous().eq(1) if (attention_mask is not None and attention_mask.numel() > 0) else torch.ones_like(shifted, dtype=torch.bool)
+    label_is_acoustic = acoustic_input_mask[:, 1:].contiguous()
+    final_mask = base_mask & (~label_is_acoustic)
+    out = shifted.clone()
+    out[~final_mask] = pad_id
+    return out
+
+def _patch_acoustic_encode_for_legacy_indexing(model_obj, logger_):
+    try:
+        acoustic = getattr(getattr(model_obj, "model", model_obj), "acoustic_tokenizer", None)
+        if acoustic is None or not hasattr(acoustic, "encode"):
+            logger_.warning("No acoustic_tokenizer.encode() found to patch.")
+            return
+        base_encode = acoustic.encode
+        def encode_wrapped(*args, **kwargs):
+            out = base_encode(*args, **kwargs)
+            try:
+                _ = out[0][0]
+                return out
+            except Exception:
+                pass
+            if isinstance(out, dict):
+                for k in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                    if k in out:
+                        return [[out[k]]]
+                if len(out) > 0:
+                    return [[next(iter(out.values()))]]
+            for attr in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                if hasattr(out, attr):
+                    return [[getattr(out, attr)]]
+            try:
+                if isinstance(out, torch.Tensor):
+                    return [[out]]
+            except Exception:
+                pass
+            return [[out]]
+        acoustic.encode = encode_wrapped
+        logger_.info("Patched acoustic_tokenizer.encode() to return [[...]] for legacy indexing.")
+    except Exception as e:
+        logger_.warning(f"Failed to patch acoustic_tokenizer.encode(): {e}")
+
+def main() -> None:
+    parser = HfArgumentParser((ModelArguments, DataArguments, CustomTrainingArguments))
+    model_args, data_args, training_args = parser.parse_args_into_dataclasses()
+
+    logging.basicConfig(
+        format="%(asctime)s - %(levelname)s - %(name)s - %(message)s",
+        datefmt="%m/%d/%Y %H:%M:%S",
+        level=logging.INFO if training_args.local_rank in [-1, 0] else logging.WARN,
+    )
+    logger.info("Training/evaluation parameters %s", training_args)
+    set_seed(training_args.seed)
+
+    # Configure gradient clipping
+    if not getattr(training_args, "gradient_clipping", False):
+        if hasattr(training_args, "max_grad_norm"):
+            training_args.max_grad_norm = 0.0
+            logger.info("Gradient clipping disabled (set max_grad_norm=0.0). Use --gradient_clipping to enable.")
+    else:
+        if (not hasattr(training_args, "max_grad_norm")) or training_args.max_grad_norm is None or training_args.max_grad_norm <= 0:
+            training_args.max_grad_norm = 1.0
+        logger.info(f"Gradient clipping enabled: max_grad_norm={training_args.max_grad_norm}")
+
+    # Load processor
+    processor_path = model_args.processor_name_or_path or model_args.model_name_or_path
+    if processor_path is None:
+        raise ValueError("--model_name_or_path (or --processor_name_or_path) must be provided")
+    processor: VibeVoiceProcessor = VibeVoiceProcessor.from_pretrained(processor_path)
+
+    # Required special tokens
+    tok = processor.tokenizer
+    for required in ["speech_start_id", "speech_diffusion_id", "speech_end_id"]:
+        if not hasattr(tok, required) or getattr(tok, required) is None:
+            raise RuntimeError(f"Tokenizer missing required special id: {required}")
+
+    # Load model
+    if model_args.model_name_or_path is None:
+        raise ValueError("--model_name_or_path is required to load VibeVoice base model")
+    dtype = torch.float32
+    if training_args.bf16:
+        dtype = torch.bfloat16
+    elif getattr(training_args, "fp16", False):
+        dtype = torch.float16
+    model = VibeVoiceForConditionalGeneration.from_pretrained(
+        model_args.model_name_or_path,
+        torch_dtype=dtype, device_map={"": 0},
+    )
+    _patch_acoustic_encode_for_legacy_indexing(model, logger)
+    processor.semantic_tokenizer = getattr(model.model, "semantic_tokenizer", None)
+
+    # Diagnostics: LM head tie
+    try:
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        shared_ptr = bool(in_w is not None and out_w is not None and in_w.data_ptr() == out_w.data_ptr())
+        values_equal = False
+        if in_w is not None and out_w is not None and in_w.shape == out_w.shape:
+            try:
+                values_equal = bool(torch.allclose(in_w, out_w))
+            except Exception:
+                values_equal = False
+        try:
+            tie_cfg = getattr(getattr(model.config, "decoder_config", model.config), "tie_word_embeddings", None)
+        except Exception:
+            tie_cfg = getattr(model.config, "tie_word_embeddings", None)
+        logger.info(f"LM head diagnostics -> shared_params={shared_ptr}, values_equal={values_equal}, tie_word_embeddings={tie_cfg}")
+        if out_w is not None:
+            logger.info(f"LM head requires_grad before freeze: {bool(out_w.requires_grad)}")
+    except Exception as e:
+        logger.warning(f"LM head tie diagnostics failed: {e}")
+
+    # Hard-tie LM head
+    try:
+        emb_module = model.get_input_embeddings()
+        head_module = model.get_output_embeddings()
+        if hasattr(emb_module, "weight") and hasattr(head_module, "weight"):
+            if emb_module.weight.shape == head_module.weight.shape and emb_module.weight.data_ptr() != head_module.weight.data_ptr():
+                with torch.no_grad():
+                    head_module.weight = emb_module.weight
+                logger.info("Force-tied LM head weight to input embeddings (pointer share).")
+    except Exception as e:
+        logger.warning(f"Force-tie of LM head failed: {e}")
+
+    # Validate special IDs (info logs only)
+    try:
+        special_names = ["speech_start_id", "speech_diffusion_id", "speech_end_id"]
+        try:
+            vocab_size = int(getattr(model.config.decoder_config, "vocab_size", 0))
+        except Exception:
+            vocab_size = 0
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        for name in special_names:
+            val = getattr(tok, name, None)
+            exists = (val is not None)
+            in_range = (exists and isinstance(val, int) and 0 <= val < vocab_size)
+            equal_row = None
+            if in_range and in_w is not None and out_w is not None and in_w.shape == out_w.shape and in_w.size(0) > val:
+                try:
+                    equal_row = bool(torch.allclose(in_w[val], out_w[val]))
+                except Exception:
+                    equal_row = False
+            decoded_str = None
+            if exists and isinstance(val, int):
+                try:
+                    decoded_str = tok.decode([val])
+                except Exception:
+                    try:
+                        decoded_str = tok.convert_ids_to_tokens(val)
+                    except Exception:
+                        decoded_str = "<decode_failed>"
+            logger.info(f"Special token check -> {name}={val}, decoded='{decoded_str}', exists={exists}, in_vocab_range={in_range}, emb_vs_head_row_equal={equal_row}")
+    except Exception as e:
+        logger.warning(f"Special token ID/row validation failed: {e}")
+
+    # Quick tokenizer diagnostics (optional)
+    try:
+        logger.info("=== TOKENIZER DIAGNOSTICS ===")
+        logger.info(f"Tokenizer class: {type(tok).__name__}")
+        logger.info(f"Tokenizer vocab_size: {tok.vocab_size}")
+        # tiny CE smoke test
+        with torch.no_grad():
+            simple_text = "The cat sat on the mat."
+            simple_ids = torch.tensor([tok.encode(simple_text, add_special_tokens=True)], device=model.device)
+            simple_mask = torch.ones_like(simple_ids)
+            x = model.get_input_embeddings()(simple_ids)
+            outputs = model.model(inputs_embeds=x, attention_mask=simple_mask, return_dict=True)
+            logits = model.lm_head(outputs.last_hidden_state)
+            shift_logits = logits[:, :-1, :].contiguous()
+            shift_labels = simple_ids[:, 1:].contiguous()
+            ce_loss = F.cross_entropy(shift_logits.view(-1, shift_logits.size(-1)), shift_labels.view(-1), reduction='mean')
+            logger.info(f"Simple text CE loss: {ce_loss.item():.4f}")
+    except Exception as e:
+        logger.warning(f"Tokenizer diagnostics failed: {e}")
+
+    # Disable cache during training
+    if hasattr(model.config, "use_cache") and training_args.do_train:
+        model.config.use_cache = False
+
+    # Freeze tokenizers
+    if model_args.freeze_acoustic_tokenizer and hasattr(model.model, "acoustic_tokenizer"):
+        for p in model.model.acoustic_tokenizer.parameters():
+            p.requires_grad = False
+    if model_args.freeze_semantic_tokenizer and hasattr(model.model, "semantic_tokenizer"):
+        for p in model.model.semantic_tokenizer.parameters():
+            p.requires_grad = False
+
+    # LoRA wrap LLM (optional)
+    lora_cfg = build_lora_config(model_args)
+    tm_lower = [s.strip().lower() for s in model_args.lora_target_modules.split(",") if s.strip()]
+    skip_lm_lora = (len(tm_lower) == 0) or all(t in ("none", "off", "disable", "disabled") for t in tm_lower)
+    if not skip_lm_lora:
+        model.model.language_model = get_peft_model(model.model.language_model, lora_cfg)
+    else:
+        logger.info("Skipping LLM LoRA wrapping (lora_target_modules indicates none).")
+
+    try:
+        model.tie_weights()
+    except Exception:
+        pass
+
+    # Freeze all then enable trainable subsets
+    for _, p in model.named_parameters():
+        p.requires_grad = False
+
+    try:
+        for n, p in model.model.language_model.named_parameters():
+            if "lora_A" in n or "lora_B" in n:
+                p.requires_grad = True
+    except Exception:
+        logger.warning("Could not re-enable LoRA params on language_model.")
+
+    # Diffusion head LoRA wrapping (optional)
+    if getattr(model_args, "lora_wrap_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        class _HeadForwardShim(nn.Module):
+            def __init__(self, base: nn.Module): super().__init__(); self.base = base
+            def forward(self, *args, **kwargs):
+                if len(args) >= 3:
+                    noisy_images, timesteps, condition = args[:3]
+                else:
+                    noisy_images = kwargs.get("noisy_images")
+                    timesteps = kwargs.get("timesteps")
+                    condition = kwargs.get("condition")
+                return self.base(noisy_images, timesteps, condition)
+        try:
+            shim = _HeadForwardShim(model.model.prediction_head)
+            model.model.prediction_head = get_peft_model(shim, build_head_lora_config(model_args))
+            for n, p in model.model.prediction_head.named_parameters():
+                if "lora_A" in n or "lora_B" in n:
+                    p.requires_grad = True
+        except Exception as e:
+            logger.warning(f"Could not LoRA-wrap diffusion head: {e}")
+
+    # Train full diffusion head (optional)
+    if getattr(model_args, "train_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        for p in model.model.prediction_head.parameters():
+            p.requires_grad = True
+
+    # Freeze diffusion head layers (optional)
+    if model_args.layers_to_freeze is not None and hasattr(model.model, "prediction_head"):
+        head_params = list(model.model.prediction_head.named_parameters())
+        try:
+            indices_to_freeze = {int(x.strip()) for x in model_args.layers_to_freeze.split(',') if x.strip()}
+            frozen_count = 0
+            for i, (name, param) in enumerate(head_params):
+                if i in indices_to_freeze:
+                    param.requires_grad = False
+                    frozen_count += 1
+                    logger.info(f"Froze layer [{i}]: {name}")
+            logger.info(f"Successfully froze {frozen_count} parameter groups in the diffusion head.")
+        except Exception as e:
+            logger.error(f"Could not parse --layers_to_freeze: {e}")
+            raise
+    
+    # Connectors
+    if getattr(model_args, "train_connectors", False):
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = True
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = True
+    else:
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = False
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = False
+
+    # Freeze embedding + head
+    try:
+        emb = model.get_input_embeddings()
+        if hasattr(emb, "weight"):
+            emb.weight.requires_grad_(False)
+        head = model.get_output_embeddings()
+        if head is not None and hasattr(head, "weight"):
+            head.weight.requires_grad_(False)
+    except Exception:
+        pass
+
+    # Diagnostics
+    def _sum_params(named_iter):
+        return sum(p.numel() for _, p in named_iter if p.requires_grad)
+    try:
+        lm_lora = _sum_params(model.model.language_model.named_parameters()) if hasattr(model.model, "language_model") else 0
+        pred_head_train = _sum_params(model.model.prediction_head.named_parameters()) if hasattr(model.model, "prediction_head") else 0
+        ac_conn_train = _sum_params(model.model.acoustic_connector.named_parameters()) if hasattr(model.model, "acoustic_connector") else 0
+        se_conn_train = _sum_params(model.model.semantic_connector.named_parameters()) if hasattr(model.model, "semantic_connector") else 0
+        total_trainable = sum(p.numel() for p in model.parameters() if p.requires_grad)
+        logger.info(f"Trainable by block -> LLM-LoRA: {lm_lora:,} | diff_head: {pred_head_train:,} | ac_conn: {ac_conn_train:,} | se_conn: {se_conn_train:,}")
+        logger.info("TOTAL trainable: %s", f"{total_trainable:,}")
+    except Exception:
+        pass
+
+    # Preprocessed data classes
+    class PreprocessedBatchDataset:
+        def __init__(self, preprocessed_file: str):
+            self.data = torch.load(preprocessed_file, map_location='cpu')
+            logger.info(f"Loaded {len(self.data)} preprocessed batches from {preprocessed_file}")
+        
+        def __len__(self):
+            return len(self.data)
+        
+        def __getitem__(self, idx):
+            batch = self.data[idx]
+            result = {}
+            for k, v in batch.items():
+                if isinstance(v, torch.Tensor):
+                    result[k] = v
+                else:
+                    result[k] = v
+            return result
+
+    class PreprocessedBatchSubset:
+        def __init__(self, dataset: 'PreprocessedBatchDataset', indices: List[int]):
+            self.dataset = dataset
+            self.indices = indices
+        
+        def __len__(self):
+            return len(self.indices)
+        
+        def __getitem__(self, idx):
+            actual_idx = self.indices[idx]
+            return self.dataset[actual_idx]
+
+    class PreprocessedBatchCollator:
+        def __call__(self, batch: List[Dict[str, torch.Tensor]]) -> Dict[str, torch.Tensor]:
+            if not batch:
+                return {}
+            result = {}
+            for key in batch[0].keys():
+                tensors = [b[key] for b in batch if b[key] is not None]
+                if tensors and isinstance(tensors[0], torch.Tensor):
+                    result[key] = torch.cat(tensors, dim=0)
+                else:
+                    result[key] = tensors[0] if tensors else None
+            return result
+
+    # Datasets
+    preprocessed_dir = os.path.join(training_args.output_dir, "preprocessed")
+    preprocessed_file = os.path.join(preprocessed_dir, "preprocessed_batches.pt")
+    
+    if os.path.exists(preprocessed_file):
+        logger.info(f"Loading preprocessed data from {preprocessed_file}")
+        preprocessed_data = PreprocessedBatchDataset(preprocessed_file)
+        
+        train_dataset = preprocessed_data
+        eval_dataset = None
+        
+        if training_args.do_eval and data_args.eval_split_size and data_args.eval_split_size > 0 and len(preprocessed_data) > 1:
+            num_eval = max(1, int(len(preprocessed_data) * data_args.eval_split_size))
+            num_train = len(preprocessed_data) - num_eval
+            indices = list(range(len(preprocessed_data)))
+            import random
+            random.Random(training_args.seed).shuffle(indices)
+            train_indices = indices[:num_train]
+            eval_indices = indices[num_train:]
+            train_dataset = PreprocessedBatchSubset(preprocessed_data, train_indices)
+            eval_dataset = PreprocessedBatchSubset(preprocessed_data, eval_indices)
+    else:
+        logger.info(f"Preprocessed data not found at {preprocessed_file}, loading from raw JSONL/HF datasets")
+        verification_mode = VerificationMode.NO_CHECKS if data_args.ignore_verifications else VerificationMode.BASIC_CHECKS
+        if data_args.train_jsonl is not None:
+            data_files: Dict[str, str] = {"train": data_args.train_jsonl}
+            if data_args.validation_jsonl is not None:
+                data_files["validation"] = data_args.validation_jsonl
+            raw = load_dataset("json", data_files=data_files, verification_mode=verification_mode, cache_dir=model_args.cache_dir)
+        else:
+            if data_args.dataset_name is None:
+                raise ValueError("Provide --dataset_name (HF datasets) or use --train_jsonl/--validation_jsonl for local files.")
+            raw = load_dataset(
+                data_args.dataset_name,
+                data_args.dataset_config_name,
+                verification_mode=verification_mode,
+                cache_dir=model_args.cache_dir,
+            )
+        train_ds = raw[data_args.train_split_name]
+        eval_ds = None
+        if training_args.do_eval:
+            if data_args.eval_split_name and data_args.eval_split_name in raw:
+                eval_ds = raw[data_args.eval_split_name]
+            elif data_args.eval_split_size and data_args.eval_split_size > 0 and len(train_ds) > 1:
+                split = train_ds.train_test_split(test_size=data_args.eval_split_size, seed=training_args.seed)
+                train_ds, eval_ds = split["train"], split["test"]
+
+        train_dataset = VibeVoiceDataset(
+            train_ds,
+            text_column=data_args.text_column_name,
+            audio_column=data_args.audio_column_name,
+            voice_prompts_column=data_args.voice_prompts_column_name,
+        )
+        eval_dataset = None
+        if eval_ds is not None:
+            eval_dataset = VibeVoiceDataset(
+                eval_ds,
+                text_column=data_args.text_column_name,
+                audio_column=data_args.audio_column_name,
+                voice_prompts_column=data_args.voice_prompts_column_name,
+            )
+
+    # Ratios/dims from processor+model
+    speech_compress_ratio = getattr(processor, "speech_tok_compress_ratio", 3200)
+    semantic_dim = getattr(model.config, "semantic_vae_dim", None)
+    if semantic_dim is None:
+        try:
+            semantic_dim = int(getattr(model.config.semantic_tokenizer_config, "vae_dim", 128))
+        except Exception:
+            semantic_dim = 128
+
+    compute_semantics_flag = hasattr(processor, "semantic_tokenizer") and processor.semantic_tokenizer is not None
+
+    if os.path.exists(preprocessed_file):
+        data_collator = PreprocessedBatchCollator()
+    else:
+        data_collator = VibeVoiceCollator(
+            processor=processor,
+            max_length=data_args.max_length,
+            speech_compress_ratio=speech_compress_ratio,
+            semantic_vae_dim=semantic_dim,
+            compute_semantics=compute_semantics_flag,
+            debug_checks=False,
+            voice_prompt_drop_rate=data_args.voice_prompt_drop_rate,
+        )
+
+    class LoRADebugCallback(TrainerCallback):
+        def __init__(self, log_every_n_steps: int = 50):
+            self.log_every_n_steps = max(1, int(log_every_n_steps))
+            self.prev_param_norms: Dict[str, float] = {}
+            self.lora_param_names: List[str] = []
+
+        def on_train_begin(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None:
+                    return
+                named: Dict[str, torch.nn.Parameter] = dict(model.named_parameters())
+                self.lora_param_names = [n for n in named.keys() if ("lora_A" in n or "lora_B" in n)]
+                for n in self.lora_param_names:
+                    p = named[n]
+                    self.prev_param_norms[n] = float(p.data.norm().item())
+                total = len(self.lora_param_names)
+                req_grad = sum(1 for n in self.lora_param_names if named[n].requires_grad)
+                num_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                num_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                zero_B = sum(1 for n in self.lora_param_names if ("lora_B" in n and float(named[n].data.norm().item()) == 0.0))
+                logger.info(f"LoRA debug: found {total} LoRA params (A={num_A}, B={num_B}); trainable={req_grad}. Initial lora_B_zero={zero_B}.")
+                if total == 0:
+                    logger.warning("LoRA debug: No LoRA parameters found. Check lora_target_modules.")
+                if req_grad != total:
+                    logger.warning("LoRA debug: Some LoRA params are frozen. They should be trainable.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_train_begin) failed: {e}")
+
+        def on_step_end(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None or len(self.lora_param_names) == 0:
+                    return
+                step = int(getattr(state, "global_step", 0) or 0)
+                if step % self.log_every_n_steps != 0 and step != 1:
+                    return
+                named: Dict[str, torch.nn.Parameter] = dict(model.named_parameters())
+                changed_A = 0
+                changed_B = 0
+                zero_B = 0
+                eps = 1e-12
+                for n in self.lora_param_names:
+                    p = named.get(n, None)
+                    if p is None:
+                        continue
+                    prev = self.prev_param_norms.get(n, 0.0)
+                    curr = float(p.data.norm().item())
+                    if "lora_A" in n and abs(curr - prev) > eps:
+                        changed_A += 1
+                    if "lora_B" in n:
+                        if abs(curr - prev) > eps:
+                            changed_B += 1
+                        if curr == 0.0:
+                            zero_B += 1
+                    self.prev_param_norms[n] = curr
+                total_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                total_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                logger.info(f"LoRA debug step {step}: changed A {changed_A}/{total_A}, changed B {changed_B}/{total_B}, lora_B_zero_now={zero_B}.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_step_end) failed: {e}")
+
+    class VibeVoiceTrainer(Trainer):
+        def compute_loss(self, model: VibeVoiceForConditionalGeneration, inputs: Dict[str, Any], return_outputs=False, num_items_in_batch: Optional[int] = None):
+            labels = inputs.get("input_ids")
+            attention_mask = inputs.get("attention_mask")
+            acoustic_input_mask = inputs.get("acoustic_input_mask")
+
+            # Ensure semantic tensors exist and have correct dtype/device
+            sem = inputs.get("speech_semantic_tensors", None)
+            try:
+                target_dtype = next(model.model.semantic_connector.parameters()).dtype
+            except Exception:
+                target_dtype = model.get_input_embeddings().weight.dtype
+
+            if sem is None:
+                sm = inputs.get("speech_masks")
+                if sm is not None:
+                    zeros = torch.zeros(
+                        sm.size(0), sm.size(1),
+                        getattr(model.config, "semantic_vae_dim", 128),
+                        dtype=target_dtype,
+                        device=sm.device,
+                    )
+                    inputs["speech_semantic_tensors"] = zeros
+            else:
+                if isinstance(sem, torch.Tensor):
+                    inputs["speech_semantic_tensors"] = sem.to(dtype=target_dtype)
+
+            outputs = model(
+                input_ids=inputs.get("input_ids"),
+                attention_mask=attention_mask,
+                speech_tensors=inputs.get("speech_tensors"),
+                speech_masks=inputs.get("speech_masks"),
+                speech_semantic_tensors=inputs.get("speech_semantic_tensors"),
+                acoustic_input_mask=acoustic_input_mask,
+                acoustic_loss_mask=inputs.get("acoustic_loss_mask"),
+                speeches_loss_input=inputs.get("speeches_loss_input"),
+                ddpm_batch_mul=training_args.ddpm_batch_mul,
+            )
+
+            # Invariants: token/latent selection equality across views (warn, don't assert)
+            try:
+                al_mask = inputs.get("acoustic_loss_mask")
+                sp_masks = inputs.get("speech_masks")
+                sp_loss_sel = inputs.get("speeches_loss_input")
+                num_tok_total = int(acoustic_input_mask.sum().item()) if acoustic_input_mask is not None else 0
+                num_tok_loss = int(al_mask.sum().item()) if al_mask is not None else 0
+                num_lat_total = int(sp_masks.sum().item()) if sp_masks is not None else 0
+                num_lat_loss = int(((sp_loss_sel & sp_masks).sum().item())) if (sp_loss_sel is not None and sp_masks is not None) else 0
+                self.log({
+                    "debug/num_tok_total": float(num_tok_total),
+                    "debug/num_tok_loss": float(num_tok_loss),
+                    "debug/num_lat_total": float(num_lat_total),
+                    "debug/num_lat_loss": float(num_lat_loss),
+                })
+                if sp_loss_sel is not None and sp_masks is not None and al_mask is not None:
+                    if num_tok_loss != num_lat_loss:
+                        logger.warning(f"Loss selection mismatch: acoustic_loss_mask={num_tok_loss} vs speeches_loss_input={num_lat_loss}")
+            except Exception:
+                pass
+
+            # CE Loss
+            logits = outputs.logits
+            ce_labels = mask_for_ce(labels, attention_mask, acoustic_input_mask, pad_id=-100)
+            shift_logits = logits[:, :-1, :].contiguous()
+            loss_fct = nn.CrossEntropyLoss(ignore_index=-100)
+            ce_loss = loss_fct(shift_logits.view(-1, shift_logits.size(-1)), ce_labels.view(-1))
+
+            # Optional CE diagnostics
+            try:
+                self._debug_ce(shift_logits, ce_labels, attention_mask, acoustic_input_mask)
+            except Exception as e:
+                logger.warning(f"Failed invoking CE debug: {e}")
+
+            # Diffusion loss
+            diffusion_loss = outputs.diffusion_loss if outputs.diffusion_loss is not None else torch.tensor(0.0, device=ce_loss.device)
+            total = training_args.ce_loss_weight * ce_loss + training_args.diffusion_loss_weight * diffusion_loss
+
+            # Logs
+            try:
+                prefix = "train" if model.training else "eval"
+                self.log({
+                    f"{prefix}/ce_loss": ce_loss.detach().item(),
+                    f"{prefix}/diffusion_loss": diffusion_loss.detach().item() if isinstance(diffusion_loss, torch.Tensor) else float(diffusion_loss),
+                })
+                if hasattr(self, "optimizer") and self.optimizer is not None and len(self.optimizer.param_groups) > 0:
+                    lr_val = self.optimizer.param_groups[0].get("lr", None)
+                    if lr_val is not None:
+                        self.log({"train/learning_rate_real": float(lr_val)})
+            except Exception:
+                pass
+
+            return (total, outputs) if return_outputs else total
+
+        def _debug_ce(self, shift_logits: torch.Tensor, ce_labels: torch.Tensor, attention_mask: Optional[torch.Tensor], acoustic_input_mask: Optional[torch.Tensor]):
+            try:
+                if not getattr(training_args, "debug_ce_details", False):
+                    return
+                step = int(getattr(self.state, "global_step", 0) or 0)
+                every_n = max(1, int(getattr(training_args, "debug_ce_every_n_steps", 200) or 200))
+                if not (step <= 1 or (step % every_n == 0)):
+                    return
+
+                with torch.no_grad():
+                    vocab = shift_logits.size(-1)
+                    per_token_loss = F.cross_entropy(
+                        shift_logits.view(-1, vocab),
+                        ce_labels.view(-1),
+                        reduction="none",
+                        ignore_index=-100,
+                    ).view_as(ce_labels)
+
+                    valid_mask = ce_labels.ne(-100)
+                    num_valid = int(valid_mask.sum().item())
+                    avg_loss = float((per_token_loss[valid_mask].mean().item())) if num_valid > 0 else float("nan")
+
+                    per_ex_avgs = []
+                    max_examples = max(1, int(getattr(training_args, "debug_ce_max_examples", 1) or 1))
+                    B = ce_labels.size(0)
+                    for b in range(min(B, max_examples)):
+                        vb = valid_mask[b]
+                        if int(vb.sum().item()) > 0:
+                            per_ex_avgs.append(float(per_token_loss[b][vb].mean().item()))
+                        else:
+                            per_ex_avgs.append(float("nan"))
+                    logger.info(f"CE debug: tokens_in_loss={num_valid}, avg_loss={avg_loss:.4f}, per_example_avgs={[round(x,4) if x==x else None for x in per_ex_avgs]}")
+            except Exception as e:
+                logger.warning(f"CE detailed debug failed: {e}")
+
+        # --------- CRITICAL SAVE OVERRIDES: also dump FULL head/connectors for inference ---------
+  
+
+        def _save(self, output_dir: Optional[str] = None, state_dict=None) -> None:
+            try:
+                target_dir = output_dir or self.args.output_dir
+                lora_out = os.path.join(target_dir, "lora")
+                os.makedirs(lora_out, exist_ok=True)
+    
+                # --- LLM PEFT adapters (if LoRA-wrapped) ---
+                language_model = getattr(self.model.model, "language_model", None)
+                if hasattr(language_model, "save_pretrained"):
+                    language_model.save_pretrained(lora_out)
+    
+                # --- Diffusion head PEFT adapters (if LoRA-wrapped) ---
+                pred_head = getattr(self.model.model, "prediction_head", None)
+                if hasattr(pred_head, "save_pretrained"):
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    pred_head.save_pretrained(ph_dir)
+    
+                # --- ALWAYS save FULL diffusion head state_dict for fallback ---
+                if pred_head is not None and hasattr(pred_head, "state_dict"):
+                    sd = pred_head.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+    
+                # --- Connectors (plain state_dicts) ---
+                ac = getattr(self.model.model, "acoustic_connector", None)
+                if ac is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+    
+                se = getattr(self.model.model, "semantic_connector", None)
+                if se is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+    
+            except Exception as e:
+                logger.warning(f"Failed to save LoRA assets: {e}")
+
+
+    # ------------- Build the Trainer -------------
+
+    # Resolve which adapters to apply in samples
+
+    ema_cb = EmaCallback(attr_path="model.prediction_head", decay=0.999, device="cuda")
+
+    # --- CRITICAL FIX: CAST TRAINABLE PARAMS TO FP32 ---
+    # This prevents 'ValueError: Attempting to unscale FP16 gradients'
+    if getattr(training_args, 'fp16', False) or getattr(training_args, 'bf16', False):
+        print('>>> INFO: Enforcing float32 for trainable parameters (LoRA/Head) to fix GradScaler.')
+        for name, param in model.named_parameters():
+            if param.requires_grad:
+                param.data = param.data.to(torch.float32)
+    # ---------------------------------------------------
+
+    trainer = VibeVoiceTrainer(
+        model=model,
+        args=training_args,
+        train_dataset=train_dataset,
+        eval_dataset=eval_dataset,
+        data_collator=data_collator,
+        callbacks=[ema_cb, LoRADebugCallback(log_every_n_steps=(int(getattr(training_args, "logging_steps", 50) or 50)))],
+    )
+
+    # Optional debug pre-training save
+    if getattr(training_args, "debug_save", False):
+        try:
+            debug_dir = os.path.join(training_args.output_dir, "debug_initial")
+            lora_out = os.path.join(debug_dir, "lora")
+            os.makedirs(lora_out, exist_ok=True)
+            logger.info(f"[debug_save] Saving initial (pre-training) model components to: {debug_dir}")
+            # language model adapters / base
+            try:
+                if hasattr(model.model.language_model, "save_pretrained"):
+                    model.model.language_model.save_pretrained(lora_out)
+            except Exception as e_lm:
+                logger.warning(f"[debug_save] Failed to save language_model: {e_lm}")
+            # diffusion head
+            try:
+                if hasattr(model.model, "prediction_head") and hasattr(model.model.prediction_head, "save_pretrained"):
+                    model.model.prediction_head.save_pretrained(os.path.join(lora_out, "diffusion_head"))
+            except Exception as e_head:
+                logger.warning(f"[debug_save] Failed to save prediction_head: {e_head}")
+            # NEW: full diffusion head state_dict as fallback
+            try:
+                ph = getattr(model.model, "prediction_head", None)
+                if ph is not None and hasattr(ph, "state_dict"):
+                    sd = ph.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    os.makedirs(os.path.join(lora_out, "diffusion_head"), exist_ok=True)
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head", "diffusion_head_full.bin"))
+            except Exception as e:
+                logger.warning(f"[debug_save] Failed to save FULL diffusion head: {e}")
+            # connectors
+            try:
+                ac_conn = getattr(model.model, "acoustic_connector", None)
+                if ac_conn is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac_conn.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+            except Exception as e_ac:
+                logger.warning(f"[debug_save] Failed to save acoustic_connector: {e_ac}")
+            try:
+                se_conn = getattr(model.model, "semantic_connector", None)
+                if se_conn is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se_conn.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+            except Exception as e_se:
+                logger.warning(f"[debug_save] Failed to save semantic_connector: {e_se}")
+        except Exception as e:
+            logger.warning(f"[debug_save] Unexpected failure saving initial components: {e}")
+
+    if getattr(training_args, "gradient_checkpointing", False):
+        try:
+            model.gradient_checkpointing_enable()
+        except Exception:
+            logger.warning("Failed to enable gradient checkpointing on the model.")
+
+    # =========================================================================
+    # Load Custom Weights from Checkpoint before resuming training
+    # =========================================================================
+    if training_args.do_train and training_args.resume_from_checkpoint:
+        checkpoint_path = None
+        if isinstance(training_args.resume_from_checkpoint, bool) and training_args.resume_from_checkpoint:
+            from transformers.trainer_utils import get_last_checkpoint
+            checkpoint_path = get_last_checkpoint(training_args.output_dir)
+        else:
+            checkpoint_path = training_args.resume_from_checkpoint
+
+        if checkpoint_path is not None and os.path.exists(checkpoint_path):
+            lora_dir = os.path.join(checkpoint_path, "lora")
+            if os.path.exists(lora_dir):
+                logger.info(f"*** Resuming custom weights (LoRA, Connectors, Head) from {lora_dir} ***")
+                
+                # 1. Load LLM LoRA
+                if hasattr(model.model, "language_model"):
+                    try:
+                        from peft import load_peft_weights, set_peft_model_state_dict
+                        adapters_weights = load_peft_weights(lora_dir)
+                        set_peft_model_state_dict(model.model.language_model, adapters_weights)
+                        logger.info("Successfully loaded LLM LoRA weights.")
+                    except Exception as e:
+                        logger.warning(f"Could not load LLM LoRA weights: {e}")
+
+                # 2. Load Diffusion Head
+                ph_full_path = os.path.join(lora_dir, "diffusion_head_full.bin")
+                if os.path.exists(ph_full_path) and hasattr(model.model, "prediction_head"):
+                    try:
+                        model.model.prediction_head.load_state_dict(torch.load(ph_full_path, map_location="cpu"), strict=False)
+                        logger.info("Successfully loaded Diffusion Head weights.")
+                    except Exception as e:
+                        logger.warning(f"Failed to load Diffusion Head weights: {e}")
+
+                # 3. Load Acoustic Connector
+                ac_path = os.path.join(lora_dir, "acoustic_connector", "pytorch_model.bin")
+                if os.path.exists(ac_path) and hasattr(model.model, "acoustic_connector"):
+                    try:
+                        model.model.acoustic_connector.load_state_dict(torch.load(ac_path, map_location="cpu"))
+                        logger.info("Successfully loaded Acoustic Connector weights.")
+                    except Exception as e:
+                        logger.warning(f"Failed to load Acoustic Connector weights: {e}")
+
+                # 4. Load Semantic Connector
+                se_path = os.path.join(lora_dir, "semantic_connector", "pytorch_model.bin")
+                if os.path.exists(se_path) and hasattr(model.model, "semantic_connector"):
+                    try:
+                        model.model.semantic_connector.load_state_dict(torch.load(se_path, map_location="cpu"))
+                        logger.info("Successfully loaded Semantic Connector weights.")
+                    except Exception as e:
+                        logger.warning(f"Failed to load Semantic Connector weights: {e}")
+            else:
+                logger.warning(f"No custom 'lora' directory found inside checkpoint: {checkpoint_path}")
+    # =========================================================================
+
+    if training_args.do_train:
+        # ----- THE FIX: SET resume_from_checkpoint=False HERE -----
+        # The weights are ALREADY loaded via the custom block above.
+        # Setting this to False forces Trainer to start counting steps/epochs from 0
+        # for your new dataset, preventing it from immediately exiting.
+        trainer.train(resume_from_checkpoint=False)
+    
+        lora_out = os.path.join(training_args.output_dir, "lora")
+        os.makedirs(lora_out, exist_ok=True)
+    
+        # LLM PEFT (if any)
+        lm = getattr(model.model, "language_model", None)
+        if hasattr(lm, "save_pretrained"):
+            lm.save_pretrained(lora_out)
+    
+        # Diffusion head PEFT (if any)
+        ph = getattr(model.model, "prediction_head", None)
+        if hasattr(ph, "save_pretrained"):
+            ph_dir = os.path.join(lora_out, "diffusion_head")
+            os.makedirs(ph_dir, exist_ok=True)
+            ph.save_pretrained(ph_dir)
+    
+        # ALWAYS: full diffusion head state_dict fallback
+        try:
+            if ph is not None and hasattr(ph, "state_dict"):
+                sd = ph.state_dict()
+                torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                ph_dir = os.path.join(lora_out, "diffusion_head")
+                os.makedirs(ph_dir, exist_ok=True)
+                torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save FULL diffusion head at end: {e}")
+    
+        # Connectors (if trained)
+        try:
+            ac = getattr(model.model, "acoustic_connector", None)
+            if ac is not None:
+                ac_dir = os.path.join(lora_out, "acoustic_connector")
+                os.makedirs(ac_dir, exist_ok=True)
+                torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save acoustic_connector: {e}")
+    
+        try:
+            se = getattr(model.model, "semantic_connector", None)
+            if se is not None:
+                se_dir = os.path.join(lora_out, "semantic_connector")
+                os.makedirs(se_dir, exist_ok=True)
+                torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save semantic_connector: {e}")
+
+    if training_args.do_eval and eval_dataset is not None:
+        trainer.evaluate()
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/finetune_vibevoice_lora105.py b/VibeVoice-finetuning/src/finetune_vibevoice_lora105.py
new file mode 100644
index 0000000000000000000000000000000000000000..d8a60f14cb178872b15c605db3b669bb3715b746
--- /dev/null
+++ b/VibeVoice-finetuning/src/finetune_vibevoice_lora105.py
@@ -0,0 +1,1044 @@
+# train_vibevoice_lora.py
+import os
+os.environ["CUDA_VISIBLE_DEVICES"] = "0"
+os.environ["TOKENIZERS_PARALLELISM"] = "false"
+
+import logging
+import os
+from dataclasses import dataclass, field
+from typing import Any, Dict, List, Optional, Tuple
+
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+from datasets import load_dataset, DatasetDict, VerificationMode
+
+from transformers import (
+    HfArgumentParser,
+    Trainer,
+    set_seed,
+    TrainerCallback,
+)
+from transformers import TrainingArguments as HfTrainingArguments
+
+from peft import LoraConfig, get_peft_model, TaskType
+
+from vibevoice.modular.modeling_vibevoice import VibeVoiceForConditionalGeneration
+from vibevoice.modular.configuration_vibevoice import VibeVoiceConfig
+from vibevoice.processor.vibevoice_processor import VibeVoiceProcessor
+
+from data_vibevoice import VibeVoiceDataset, VibeVoiceCollator
+
+logger = logging.getLogger(__name__)
+
+# ================== SAMPLE CALLBACK UTILS ==================
+
+import copy
+import torch
+from transformers import TrainerCallback
+
+class EmaCallback(TrainerCallback):
+    def __init__(self, attr_path="model.prediction_head", decay=0.999, device="cuda"):
+        """
+        attr_path: where the head lives under self.model (Trainer wraps your VibeVoiceForConditionalGeneration)
+        decay:     EMA decay (0.999 ~ stable, 0.9999 ~ very smooth, slower to adapt)
+        """
+        self.attr_path = attr_path
+        self.decay = float(decay)
+        self.device = torch.device(device)
+        self.shadow = None
+        self._orig = None  # store non-EMA weights when we swap
+
+    def _get_module(self, model):
+        # Resolve dotted path like "model.prediction_head"
+        mod = model
+        for name in self.attr_path.split('.'):
+            mod = getattr(mod, name)
+        return mod
+
+    def on_train_begin(self, args, state, control, model=None, **kwargs):
+        head = self._get_module(model)
+        self.shadow = {k: p.detach().to(self.device).clone()
+                       for k, p in head.state_dict().items()}
+
+    def on_step_end(self, args, state, control, model=None, **kwargs):
+        if self.shadow is None: return
+        head = self._get_module(model)
+        with torch.no_grad():
+            for k, v in head.state_dict().items():
+                self.shadow[k].mul_(self.decay).add_(v.detach().to(self.device), alpha=(1.0 - self.decay))
+
+    # ---- Swap helpers ----
+    def _swap_in_ema(self, model):
+        head = self._get_module(model)
+        self._orig = copy.deepcopy(head.state_dict())
+        head.load_state_dict(self.shadow, strict=False)
+
+    def _swap_back(self, model):
+        if self._orig is None: return
+        head = self._get_module(model)
+        head.load_state_dict(self._orig, strict=False)
+        self._orig = None
+
+    def on_evaluate(self, args, state, control, model=None, **kwargs):
+        # use EMA during eval
+        self._swap_in_ema(model)
+
+    def on_evaluate_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_save(self, args, state, control, model=None, **kwargs):
+        # temporarily swap to EMA, let Trainer save, then swap back
+        self._swap_in_ema(model)
+
+    def on_save_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_train_end(self, args, state, control, model=None, **kwargs):
+        # final checkpoint: persist EMA
+        self._swap_in_ema(model)
+
+
+@dataclass
+class ModelArguments:
+    model_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to VibeVoice base model with config.json"}
+    )
+    processor_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to processor dir (preprocessor_config.json). Defaults to model path."}
+    )
+    cache_dir: Optional[str] = field(default=None)
+    freeze_acoustic_tokenizer: bool = field(default=True)
+    freeze_semantic_tokenizer: bool = field(default=True)
+    lora_r: int = field(default=8)
+    lora_alpha: int = field(default=32)
+    lora_dropout: float = field(default=0.05)
+    lora_target_modules: str = field(
+        default="q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
+        metadata={"help": "Comma-separated list of target module names in the LLM blocks"},
+    )
+    lora_wrap_diffusion_head: bool = field(default=False, metadata={"help": "Wrap diffusion head with PEFT LoRA"})
+    train_diffusion_head: bool = field(default=False, metadata={"help": "Train diffusion prediction head (full fine-tune)"})
+    train_connectors: bool = field(default=False, metadata={"help": "Train acoustic/semantic connectors (full fine-tune)"})
+    layers_to_freeze: Optional[str] = field(
+        default=None, 
+        metadata={"help": "Comma-separated indices of diffusion head layers to freeze (e.g., '0,1,5,7,8')."}
+    )
+
+@dataclass
+class DataArguments:
+    dataset_name: Optional[str] = field(default=None, metadata={"help": "HF dataset name or 'json' with --train_jsonl for local files"})
+    dataset_config_name: Optional[str] = field(default=None)
+    train_split_name: str = field(default="train")
+    eval_split_name: Optional[str] = field(default="validation")
+    text_column_name: str = field(default="text")
+    audio_column_name: str = field(default="audio")
+    voice_prompts_column_name: Optional[str] = field(default="voice_prompts")
+    eval_split_size: float = field(default=0.0)
+    ignore_verifications: bool = field(default=False)
+    max_length: Optional[int] = field(default=None)
+    train_jsonl: Optional[str] = field(default=None, metadata={"help": "Path to local train JSONL with {text, audio, [voice_prompts]}"})
+    validation_jsonl: Optional[str] = field(default=None, metadata={"help": "Optional path to local validation JSONL"})
+    voice_prompt_drop_rate: float = field(
+        default=0.0,
+        metadata={"help": "Probability to drop conditioning voice prompt during training (0.0 keep always, 1.0 drop always)."},
+    )
+
+@dataclass
+class CustomTrainingArguments(HfTrainingArguments):
+    ddpm_batch_mul: int = field(default=1)
+    ce_loss_weight: float = field(default=1.0)
+    diffusion_loss_weight: float = field(default=1.0)
+    debug_ce_details: bool = field(default=False)
+    debug_ce_topk: int = field(default=5)
+    debug_ce_max_examples: int = field(default=1)
+    debug_ce_every_n_steps: int = field(default=200)
+    gradient_clipping: bool = field(
+        default=False,
+        metadata={"help": "Enable gradient clipping using max_grad_norm (set via --max_grad_norm, default 1.0). When False, disables clipping by forcing max_grad_norm=0.0."},
+    )
+    debug_save: bool = field(
+        default=False,
+        metadata={"help": "If set, saves model components BEFORE training starts, into output_dir/debug_initial."},
+    )
+
+def build_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = [s.strip() for s in args.lora_target_modules.split(",") if s.strip()]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.CAUSAL_LM,
+        target_modules=target_modules,
+    )
+
+def build_head_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = ["noisy_images_proj","cond_proj","gate_proj","up_proj","down_proj","linear"]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.FEATURE_EXTRACTION,
+        target_modules=target_modules,
+    )
+
+def mask_for_ce(labels: torch.Tensor, attention_mask: torch.Tensor, acoustic_input_mask: torch.Tensor, pad_id: int = -100) -> torch.Tensor:
+    shifted = labels[:, 1:].contiguous()
+    base_mask = attention_mask[:, 1:].contiguous().eq(1) if (attention_mask is not None and attention_mask.numel() > 0) else torch.ones_like(shifted, dtype=torch.bool)
+    label_is_acoustic = acoustic_input_mask[:, 1:].contiguous()
+    final_mask = base_mask & (~label_is_acoustic)
+    out = shifted.clone()
+    out[~final_mask] = pad_id
+    return out
+
+def _patch_acoustic_encode_for_legacy_indexing(model_obj, logger_):
+    try:
+        acoustic = getattr(getattr(model_obj, "model", model_obj), "acoustic_tokenizer", None)
+        if acoustic is None or not hasattr(acoustic, "encode"):
+            logger_.warning("No acoustic_tokenizer.encode() found to patch.")
+            return
+        base_encode = acoustic.encode
+        def encode_wrapped(*args, **kwargs):
+            out = base_encode(*args, **kwargs)
+            try:
+                _ = out[0][0]
+                return out
+            except Exception:
+                pass
+            if isinstance(out, dict):
+                for k in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                    if k in out:
+                        return [[out[k]]]
+                if len(out) > 0:
+                    return [[next(iter(out.values()))]]
+            for attr in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                if hasattr(out, attr):
+                    return [[getattr(out, attr)]]
+            try:
+                if isinstance(out, torch.Tensor):
+                    return [[out]]
+            except Exception:
+                pass
+            return [[out]]
+        acoustic.encode = encode_wrapped
+        logger_.info("Patched acoustic_tokenizer.encode() to return [[...]] for legacy indexing.")
+    except Exception as e:
+        logger_.warning(f"Failed to patch acoustic_tokenizer.encode(): {e}")
+
+def main() -> None:
+    parser = HfArgumentParser((ModelArguments, DataArguments, CustomTrainingArguments))
+    model_args, data_args, training_args = parser.parse_args_into_dataclasses()
+
+    logging.basicConfig(
+        format="%(asctime)s - %(levelname)s - %(name)s - %(message)s",
+        datefmt="%m/%d/%Y %H:%M:%S",
+        level=logging.INFO if training_args.local_rank in [-1, 0] else logging.WARN,
+    )
+    logger.info("Training/evaluation parameters %s", training_args)
+    set_seed(training_args.seed)
+
+    # Configure gradient clipping
+    if not getattr(training_args, "gradient_clipping", False):
+        if hasattr(training_args, "max_grad_norm"):
+            training_args.max_grad_norm = 0.0
+            logger.info("Gradient clipping disabled (set max_grad_norm=0.0). Use --gradient_clipping to enable.")
+    else:
+        if (not hasattr(training_args, "max_grad_norm")) or training_args.max_grad_norm is None or training_args.max_grad_norm <= 0:
+            training_args.max_grad_norm = 1.0
+        logger.info(f"Gradient clipping enabled: max_grad_norm={training_args.max_grad_norm}")
+
+    # Load processor
+    processor_path = model_args.processor_name_or_path or model_args.model_name_or_path
+    if processor_path is None:
+        raise ValueError("--model_name_or_path (or --processor_name_or_path) must be provided")
+    processor: VibeVoiceProcessor = VibeVoiceProcessor.from_pretrained(processor_path)
+
+    # Required special tokens
+    tok = processor.tokenizer
+    for required in ["speech_start_id", "speech_diffusion_id", "speech_end_id"]:
+        if not hasattr(tok, required) or getattr(tok, required) is None:
+            raise RuntimeError(f"Tokenizer missing required special id: {required}")
+
+    # Load model
+    if model_args.model_name_or_path is None:
+        raise ValueError("--model_name_or_path is required to load VibeVoice base model")
+    dtype = torch.float32
+    if training_args.bf16:
+        dtype = torch.bfloat16
+    elif getattr(training_args, "fp16", False):
+        dtype = torch.float16
+    model = VibeVoiceForConditionalGeneration.from_pretrained(
+        model_args.model_name_or_path,
+        torch_dtype=dtype, device_map={"": 0},
+    )
+    _patch_acoustic_encode_for_legacy_indexing(model, logger)
+    processor.semantic_tokenizer = getattr(model.model, "semantic_tokenizer", None)
+
+    # Diagnostics: LM head tie
+    try:
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        shared_ptr = bool(in_w is not None and out_w is not None and in_w.data_ptr() == out_w.data_ptr())
+        values_equal = False
+        if in_w is not None and out_w is not None and in_w.shape == out_w.shape:
+            try:
+                values_equal = bool(torch.allclose(in_w, out_w))
+            except Exception:
+                values_equal = False
+        try:
+            tie_cfg = getattr(getattr(model.config, "decoder_config", model.config), "tie_word_embeddings", None)
+        except Exception:
+            tie_cfg = getattr(model.config, "tie_word_embeddings", None)
+        logger.info(f"LM head diagnostics -> shared_params={shared_ptr}, values_equal={values_equal}, tie_word_embeddings={tie_cfg}")
+        if out_w is not None:
+            logger.info(f"LM head requires_grad before freeze: {bool(out_w.requires_grad)}")
+    except Exception as e:
+        logger.warning(f"LM head tie diagnostics failed: {e}")
+
+    # Hard-tie LM head
+    try:
+        emb_module = model.get_input_embeddings()
+        head_module = model.get_output_embeddings()
+        if hasattr(emb_module, "weight") and hasattr(head_module, "weight"):
+            if emb_module.weight.shape == head_module.weight.shape and emb_module.weight.data_ptr() != head_module.weight.data_ptr():
+                with torch.no_grad():
+                    head_module.weight = emb_module.weight
+                logger.info("Force-tied LM head weight to input embeddings (pointer share).")
+    except Exception as e:
+        logger.warning(f"Force-tie of LM head failed: {e}")
+
+    # Validate special IDs (info logs only)
+    try:
+        special_names = ["speech_start_id", "speech_diffusion_id", "speech_end_id"]
+        try:
+            vocab_size = int(getattr(model.config.decoder_config, "vocab_size", 0))
+        except Exception:
+            vocab_size = 0
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        for name in special_names:
+            val = getattr(tok, name, None)
+            exists = (val is not None)
+            in_range = (exists and isinstance(val, int) and 0 <= val < vocab_size)
+            equal_row = None
+            if in_range and in_w is not None and out_w is not None and in_w.shape == out_w.shape and in_w.size(0) > val:
+                try:
+                    equal_row = bool(torch.allclose(in_w[val], out_w[val]))
+                except Exception:
+                    equal_row = False
+            decoded_str = None
+            if exists and isinstance(val, int):
+                try:
+                    decoded_str = tok.decode([val])
+                except Exception:
+                    try:
+                        decoded_str = tok.convert_ids_to_tokens(val)
+                    except Exception:
+                        decoded_str = "<decode_failed>"
+            logger.info(f"Special token check -> {name}={val}, decoded='{decoded_str}', exists={exists}, in_vocab_range={in_range}, emb_vs_head_row_equal={equal_row}")
+    except Exception as e:
+        logger.warning(f"Special token ID/row validation failed: {e}")
+
+    # Quick tokenizer diagnostics (optional)
+    try:
+        logger.info("=== TOKENIZER DIAGNOSTICS ===")
+        logger.info(f"Tokenizer class: {type(tok).__name__}")
+        logger.info(f"Tokenizer vocab_size: {tok.vocab_size}")
+        # tiny CE smoke test
+        with torch.no_grad():
+            simple_text = "The cat sat on the mat."
+            simple_ids = torch.tensor([tok.encode(simple_text, add_special_tokens=True)], device=model.device)
+            simple_mask = torch.ones_like(simple_ids)
+            x = model.get_input_embeddings()(simple_ids)
+            outputs = model.model(inputs_embeds=x, attention_mask=simple_mask, return_dict=True)
+            logits = model.lm_head(outputs.last_hidden_state)
+            shift_logits = logits[:, :-1, :].contiguous()
+            shift_labels = simple_ids[:, 1:].contiguous()
+            ce_loss = F.cross_entropy(shift_logits.view(-1, shift_logits.size(-1)), shift_labels.view(-1), reduction='mean')
+            logger.info(f"Simple text CE loss: {ce_loss.item():.4f}")
+    except Exception as e:
+        logger.warning(f"Tokenizer diagnostics failed: {e}")
+
+    # Disable cache during training
+    if hasattr(model.config, "use_cache") and training_args.do_train:
+        model.config.use_cache = False
+
+    # Freeze tokenizers
+    if model_args.freeze_acoustic_tokenizer and hasattr(model.model, "acoustic_tokenizer"):
+        for p in model.model.acoustic_tokenizer.parameters():
+            p.requires_grad = False
+    if model_args.freeze_semantic_tokenizer and hasattr(model.model, "semantic_tokenizer"):
+        for p in model.model.semantic_tokenizer.parameters():
+            p.requires_grad = False
+
+    # LoRA wrap LLM (optional)
+    lora_cfg = build_lora_config(model_args)
+    tm_lower = [s.strip().lower() for s in model_args.lora_target_modules.split(",") if s.strip()]
+    skip_lm_lora = (len(tm_lower) == 0) or all(t in ("none", "off", "disable", "disabled") for t in tm_lower)
+    if not skip_lm_lora:
+        model.model.language_model = get_peft_model(model.model.language_model, lora_cfg)
+    else:
+        logger.info("Skipping LLM LoRA wrapping (lora_target_modules indicates none).")
+
+    try:
+        model.tie_weights()
+    except Exception:
+        pass
+
+    # Freeze all then enable trainable subsets
+    for _, p in model.named_parameters():
+        p.requires_grad = False
+
+    try:
+        for n, p in model.model.language_model.named_parameters():
+            if "lora_A" in n or "lora_B" in n:
+                p.requires_grad = True
+    except Exception:
+        logger.warning("Could not re-enable LoRA params on language_model.")
+
+    # Diffusion head LoRA wrapping (optional)
+    if getattr(model_args, "lora_wrap_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        class _HeadForwardShim(nn.Module):
+            def __init__(self, base: nn.Module): super().__init__(); self.base = base
+            def forward(self, *args, **kwargs):
+                if len(args) >= 3:
+                    noisy_images, timesteps, condition = args[:3]
+                else:
+                    noisy_images = kwargs.get("noisy_images")
+                    timesteps = kwargs.get("timesteps")
+                    condition = kwargs.get("condition")
+                return self.base(noisy_images, timesteps, condition)
+        try:
+            shim = _HeadForwardShim(model.model.prediction_head)
+            model.model.prediction_head = get_peft_model(shim, build_head_lora_config(model_args))
+            for n, p in model.model.prediction_head.named_parameters():
+                if "lora_A" in n or "lora_B" in n:
+                    p.requires_grad = True
+        except Exception as e:
+            logger.warning(f"Could not LoRA-wrap diffusion head: {e}")
+
+    # Train full diffusion head (optional)
+    if getattr(model_args, "train_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        for p in model.model.prediction_head.parameters():
+            p.requires_grad = True
+
+    # Freeze diffusion head layers (optional)
+    if model_args.layers_to_freeze is not None and hasattr(model.model, "prediction_head"):
+        head_params = list(model.model.prediction_head.named_parameters())
+        try:
+            indices_to_freeze = {int(x.strip()) for x in model_args.layers_to_freeze.split(',') if x.strip()}
+            frozen_count = 0
+            for i, (name, param) in enumerate(head_params):
+                if i in indices_to_freeze:
+                    param.requires_grad = False
+                    frozen_count += 1
+                    logger.info(f"Froze layer [{i}]: {name}")
+            logger.info(f"Successfully froze {frozen_count} parameter groups in the diffusion head.")
+        except Exception as e:
+            logger.error(f"Could not parse --layers_to_freeze: {e}")
+            raise
+    
+    # Connectors
+    if getattr(model_args, "train_connectors", False):
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = True
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = True
+    else:
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = False
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = False
+
+    # Freeze embedding + head
+    try:
+        emb = model.get_input_embeddings()
+        if hasattr(emb, "weight"):
+            emb.weight.requires_grad_(False)
+        head = model.get_output_embeddings()
+        if head is not None and hasattr(head, "weight"):
+            head.weight.requires_grad_(False)
+    except Exception:
+        pass
+
+    # Diagnostics
+    def _sum_params(named_iter):
+        return sum(p.numel() for _, p in named_iter if p.requires_grad)
+    try:
+        lm_lora = _sum_params(model.model.language_model.named_parameters()) if hasattr(model.model, "language_model") else 0
+        pred_head_train = _sum_params(model.model.prediction_head.named_parameters()) if hasattr(model.model, "prediction_head") else 0
+        ac_conn_train = _sum_params(model.model.acoustic_connector.named_parameters()) if hasattr(model.model, "acoustic_connector") else 0
+        se_conn_train = _sum_params(model.model.semantic_connector.named_parameters()) if hasattr(model.model, "semantic_connector") else 0
+        total_trainable = sum(p.numel() for p in model.parameters() if p.requires_grad)
+        logger.info(f"Trainable by block -> LLM-LoRA: {lm_lora:,} | diff_head: {pred_head_train:,} | ac_conn: {ac_conn_train:,} | se_conn: {se_conn_train:,}")
+        logger.info("TOTAL trainable: %s", f"{total_trainable:,}")
+    except Exception:
+        pass
+
+    # Preprocessed data classes
+    class PreprocessedBatchDataset:
+        def __init__(self, preprocessed_file: str):
+            self.data = torch.load(preprocessed_file, map_location='cpu')
+            logger.info(f"Loaded {len(self.data)} preprocessed batches from {preprocessed_file}")
+        
+        def __len__(self):
+            return len(self.data)
+        
+        def __getitem__(self, idx):
+            batch = self.data[idx]
+            result = {}
+            for k, v in batch.items():
+                if isinstance(v, torch.Tensor):
+                    result[k] = v
+                else:
+                    result[k] = v
+            return result
+
+    class PreprocessedBatchSubset:
+        def __init__(self, dataset: 'PreprocessedBatchDataset', indices: List[int]):
+            self.dataset = dataset
+            self.indices = indices
+        
+        def __len__(self):
+            return len(self.indices)
+        
+        def __getitem__(self, idx):
+            actual_idx = self.indices[idx]
+            return self.dataset[actual_idx]
+
+    class PreprocessedBatchCollator:
+        def __call__(self, batch: List[Dict[str, torch.Tensor]]) -> Dict[str, torch.Tensor]:
+            if not batch:
+                return {}
+            result = {}
+            for key in batch[0].keys():
+                tensors = [b[key] for b in batch if b[key] is not None]
+                if tensors and isinstance(tensors[0], torch.Tensor):
+                    result[key] = torch.cat(tensors, dim=0)
+                else:
+                    result[key] = tensors[0] if tensors else None
+            return result
+
+    # Datasets
+    preprocessed_dir = os.path.join(training_args.output_dir, "preprocessed")
+    preprocessed_file = os.path.join(preprocessed_dir, "preprocessed_batches.pt")
+    
+    if os.path.exists(preprocessed_file):
+        logger.info(f"Loading preprocessed data from {preprocessed_file}")
+        preprocessed_data = PreprocessedBatchDataset(preprocessed_file)
+        
+        train_dataset = preprocessed_data
+        eval_dataset = None
+        
+        if training_args.do_eval and data_args.eval_split_size and data_args.eval_split_size > 0 and len(preprocessed_data) > 1:
+            num_eval = max(1, int(len(preprocessed_data) * data_args.eval_split_size))
+            num_train = len(preprocessed_data) - num_eval
+            indices = list(range(len(preprocessed_data)))
+            import random
+            random.Random(training_args.seed).shuffle(indices)
+            train_indices = indices[:num_train]
+            eval_indices = indices[num_train:]
+            train_dataset = PreprocessedBatchSubset(preprocessed_data, train_indices)
+            eval_dataset = PreprocessedBatchSubset(preprocessed_data, eval_indices)
+    else:
+        logger.info(f"Preprocessed data not found at {preprocessed_file}, loading from raw JSONL/HF datasets")
+        verification_mode = VerificationMode.NO_CHECKS if data_args.ignore_verifications else VerificationMode.BASIC_CHECKS
+        if data_args.train_jsonl is not None:
+            data_files: Dict[str, str] = {"train": data_args.train_jsonl}
+            if data_args.validation_jsonl is not None:
+                data_files["validation"] = data_args.validation_jsonl
+            raw = load_dataset("json", data_files=data_files, verification_mode=verification_mode, cache_dir=model_args.cache_dir)
+        else:
+            if data_args.dataset_name is None:
+                raise ValueError("Provide --dataset_name (HF datasets) or use --train_jsonl/--validation_jsonl for local files.")
+            raw = load_dataset(
+                data_args.dataset_name,
+                data_args.dataset_config_name,
+                verification_mode=verification_mode,
+                cache_dir=model_args.cache_dir,
+            )
+        train_ds = raw[data_args.train_split_name]
+        eval_ds = None
+        if training_args.do_eval:
+            if data_args.eval_split_name and data_args.eval_split_name in raw:
+                eval_ds = raw[data_args.eval_split_name]
+            elif data_args.eval_split_size and data_args.eval_split_size > 0 and len(train_ds) > 1:
+                split = train_ds.train_test_split(test_size=data_args.eval_split_size, seed=training_args.seed)
+                train_ds, eval_ds = split["train"], split["test"]
+
+        train_dataset = VibeVoiceDataset(
+            train_ds,
+            text_column=data_args.text_column_name,
+            audio_column=data_args.audio_column_name,
+            voice_prompts_column=data_args.voice_prompts_column_name,
+        )
+        eval_dataset = None
+        if eval_ds is not None:
+            eval_dataset = VibeVoiceDataset(
+                eval_ds,
+                text_column=data_args.text_column_name,
+                audio_column=data_args.audio_column_name,
+                voice_prompts_column=data_args.voice_prompts_column_name,
+            )
+
+    # Ratios/dims from processor+model
+    speech_compress_ratio = getattr(processor, "speech_tok_compress_ratio", 3200)
+    semantic_dim = getattr(model.config, "semantic_vae_dim", None)
+    if semantic_dim is None:
+        try:
+            semantic_dim = int(getattr(model.config.semantic_tokenizer_config, "vae_dim", 128))
+        except Exception:
+            semantic_dim = 128
+
+    compute_semantics_flag = hasattr(processor, "semantic_tokenizer") and processor.semantic_tokenizer is not None
+
+    if os.path.exists(preprocessed_file):
+        data_collator = PreprocessedBatchCollator()
+    else:
+        data_collator = VibeVoiceCollator(
+            processor=processor,
+            max_length=data_args.max_length,
+            speech_compress_ratio=speech_compress_ratio,
+            semantic_vae_dim=semantic_dim,
+            compute_semantics=compute_semantics_flag,
+            debug_checks=False,
+            voice_prompt_drop_rate=data_args.voice_prompt_drop_rate,
+        )
+
+    class LoRADebugCallback(TrainerCallback):
+        def __init__(self, log_every_n_steps: int = 50):
+            self.log_every_n_steps = max(1, int(log_every_n_steps))
+            self.prev_param_norms: Dict[str, float] = {}
+            self.lora_param_names: List[str] = []
+
+        def on_train_begin(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None:
+                    return
+                named: Dict[str, torch.nn.Parameter] = dict(model.named_parameters())
+                self.lora_param_names = [n for n in named.keys() if ("lora_A" in n or "lora_B" in n)]
+                for n in self.lora_param_names:
+                    p = named[n]
+                    self.prev_param_norms[n] = float(p.data.norm().item())
+                total = len(self.lora_param_names)
+                req_grad = sum(1 for n in self.lora_param_names if named[n].requires_grad)
+                num_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                num_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                zero_B = sum(1 for n in self.lora_param_names if ("lora_B" in n and float(named[n].data.norm().item()) == 0.0))
+                logger.info(f"LoRA debug: found {total} LoRA params (A={num_A}, B={num_B}); trainable={req_grad}. Initial lora_B_zero={zero_B}.")
+                if total == 0:
+                    logger.warning("LoRA debug: No LoRA parameters found. Check lora_target_modules.")
+                if req_grad != total:
+                    logger.warning("LoRA debug: Some LoRA params are frozen. They should be trainable.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_train_begin) failed: {e}")
+
+        def on_step_end(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None or len(self.lora_param_names) == 0:
+                    return
+                step = int(getattr(state, "global_step", 0) or 0)
+                if step % self.log_every_n_steps != 0 and step != 1:
+                    return
+                named: Dict[str, torch.nn.Parameter] = dict(model.named_parameters())
+                changed_A = 0
+                changed_B = 0
+                zero_B = 0
+                eps = 1e-12
+                for n in self.lora_param_names:
+                    p = named.get(n, None)
+                    if p is None:
+                        continue
+                    prev = self.prev_param_norms.get(n, 0.0)
+                    curr = float(p.data.norm().item())
+                    if "lora_A" in n and abs(curr - prev) > eps:
+                        changed_A += 1
+                    if "lora_B" in n:
+                        if abs(curr - prev) > eps:
+                            changed_B += 1
+                        if curr == 0.0:
+                            zero_B += 1
+                    self.prev_param_norms[n] = curr
+                total_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                total_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                logger.info(f"LoRA debug step {step}: changed A {changed_A}/{total_A}, changed B {changed_B}/{total_B}, lora_B_zero_now={zero_B}.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_step_end) failed: {e}")
+
+    class VibeVoiceTrainer(Trainer):
+        def compute_loss(self, model: VibeVoiceForConditionalGeneration, inputs: Dict[str, Any], return_outputs=False, num_items_in_batch: Optional[int] = None):
+            labels = inputs.get("input_ids")
+            attention_mask = inputs.get("attention_mask")
+            acoustic_input_mask = inputs.get("acoustic_input_mask")
+
+            # Ensure semantic tensors exist and have correct dtype/device
+            sem = inputs.get("speech_semantic_tensors", None)
+            try:
+                target_dtype = next(model.model.semantic_connector.parameters()).dtype
+            except Exception:
+                target_dtype = model.get_input_embeddings().weight.dtype
+
+            if sem is None:
+                sm = inputs.get("speech_masks")
+                if sm is not None:
+                    zeros = torch.zeros(
+                        sm.size(0), sm.size(1),
+                        getattr(model.config, "semantic_vae_dim", 128),
+                        dtype=target_dtype,
+                        device=sm.device,
+                    )
+                    inputs["speech_semantic_tensors"] = zeros
+            else:
+                if isinstance(sem, torch.Tensor):
+                    inputs["speech_semantic_tensors"] = sem.to(dtype=target_dtype)
+
+            outputs = model(
+                input_ids=inputs.get("input_ids"),
+                attention_mask=attention_mask,
+                speech_tensors=inputs.get("speech_tensors"),
+                speech_masks=inputs.get("speech_masks"),
+                speech_semantic_tensors=inputs.get("speech_semantic_tensors"),
+                acoustic_input_mask=acoustic_input_mask,
+                acoustic_loss_mask=inputs.get("acoustic_loss_mask"),
+                speeches_loss_input=inputs.get("speeches_loss_input"),
+                ddpm_batch_mul=training_args.ddpm_batch_mul,
+            )
+
+            # Invariants: token/latent selection equality across views (warn, don't assert)
+            try:
+                al_mask = inputs.get("acoustic_loss_mask")
+                sp_masks = inputs.get("speech_masks")
+                sp_loss_sel = inputs.get("speeches_loss_input")
+                num_tok_total = int(acoustic_input_mask.sum().item()) if acoustic_input_mask is not None else 0
+                num_tok_loss = int(al_mask.sum().item()) if al_mask is not None else 0
+                num_lat_total = int(sp_masks.sum().item()) if sp_masks is not None else 0
+                num_lat_loss = int(((sp_loss_sel & sp_masks).sum().item())) if (sp_loss_sel is not None and sp_masks is not None) else 0
+                self.log({
+                    "debug/num_tok_total": float(num_tok_total),
+                    "debug/num_tok_loss": float(num_tok_loss),
+                    "debug/num_lat_total": float(num_lat_total),
+                    "debug/num_lat_loss": float(num_lat_loss),
+                })
+                if sp_loss_sel is not None and sp_masks is not None and al_mask is not None:
+                    if num_tok_loss != num_lat_loss:
+                        logger.warning(f"Loss selection mismatch: acoustic_loss_mask={num_tok_loss} vs speeches_loss_input={num_lat_loss}")
+            except Exception:
+                pass
+
+            # CE Loss
+            logits = outputs.logits
+            ce_labels = mask_for_ce(labels, attention_mask, acoustic_input_mask, pad_id=-100)
+            shift_logits = logits[:, :-1, :].contiguous()
+            loss_fct = nn.CrossEntropyLoss(ignore_index=-100)
+            ce_loss = loss_fct(shift_logits.view(-1, shift_logits.size(-1)), ce_labels.view(-1))
+
+            # Optional CE diagnostics
+            try:
+                self._debug_ce(shift_logits, ce_labels, attention_mask, acoustic_input_mask)
+            except Exception as e:
+                logger.warning(f"Failed invoking CE debug: {e}")
+
+            # Diffusion loss
+            diffusion_loss = outputs.diffusion_loss if outputs.diffusion_loss is not None else torch.tensor(0.0, device=ce_loss.device)
+            total = training_args.ce_loss_weight * ce_loss + training_args.diffusion_loss_weight * diffusion_loss
+
+            # Logs
+            try:
+                prefix = "train" if model.training else "eval"
+                self.log({
+                    f"{prefix}/ce_loss": ce_loss.detach().item(),
+                    f"{prefix}/diffusion_loss": diffusion_loss.detach().item() if isinstance(diffusion_loss, torch.Tensor) else float(diffusion_loss),
+                })
+                if hasattr(self, "optimizer") and self.optimizer is not None and len(self.optimizer.param_groups) > 0:
+                    lr_val = self.optimizer.param_groups[0].get("lr", None)
+                    if lr_val is not None:
+                        self.log({"train/learning_rate_real": float(lr_val)})
+            except Exception:
+                pass
+
+            return (total, outputs) if return_outputs else total
+
+        def _debug_ce(self, shift_logits: torch.Tensor, ce_labels: torch.Tensor, attention_mask: Optional[torch.Tensor], acoustic_input_mask: Optional[torch.Tensor]):
+            try:
+                if not getattr(training_args, "debug_ce_details", False):
+                    return
+                step = int(getattr(self.state, "global_step", 0) or 0)
+                every_n = max(1, int(getattr(training_args, "debug_ce_every_n_steps", 200) or 200))
+                if not (step <= 1 or (step % every_n == 0)):
+                    return
+
+                with torch.no_grad():
+                    vocab = shift_logits.size(-1)
+                    per_token_loss = F.cross_entropy(
+                        shift_logits.view(-1, vocab),
+                        ce_labels.view(-1),
+                        reduction="none",
+                        ignore_index=-100,
+                    ).view_as(ce_labels)
+
+                    valid_mask = ce_labels.ne(-100)
+                    num_valid = int(valid_mask.sum().item())
+                    avg_loss = float((per_token_loss[valid_mask].mean().item())) if num_valid > 0 else float("nan")
+
+                    per_ex_avgs = []
+                    max_examples = max(1, int(getattr(training_args, "debug_ce_max_examples", 1) or 1))
+                    B = ce_labels.size(0)
+                    for b in range(min(B, max_examples)):
+                        vb = valid_mask[b]
+                        if int(vb.sum().item()) > 0:
+                            per_ex_avgs.append(float(per_token_loss[b][vb].mean().item()))
+                        else:
+                            per_ex_avgs.append(float("nan"))
+                    logger.info(f"CE debug: tokens_in_loss={num_valid}, avg_loss={avg_loss:.4f}, per_example_avgs={[round(x,4) if x==x else None for x in per_ex_avgs]}")
+            except Exception as e:
+                logger.warning(f"CE detailed debug failed: {e}")
+
+        # --------- CRITICAL SAVE OVERRIDES: also dump FULL head/connectors for inference ---------
+  
+
+        def _save(self, output_dir: Optional[str] = None, state_dict=None) -> None:
+            try:
+                target_dir = output_dir or self.args.output_dir
+                lora_out = os.path.join(target_dir, "lora")
+                os.makedirs(lora_out, exist_ok=True)
+    
+                # --- LLM PEFT adapters (if LoRA-wrapped) ---
+                language_model = getattr(self.model.model, "language_model", None)
+                if hasattr(language_model, "save_pretrained"):
+                    language_model.save_pretrained(lora_out)
+    
+                # --- Diffusion head PEFT adapters (if LoRA-wrapped) ---
+                pred_head = getattr(self.model.model, "prediction_head", None)
+                if hasattr(pred_head, "save_pretrained"):
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    pred_head.save_pretrained(ph_dir)
+    
+                # --- ALWAYS save FULL diffusion head state_dict for fallback ---
+                if pred_head is not None and hasattr(pred_head, "state_dict"):
+                    sd = pred_head.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+    
+                # --- Connectors (plain state_dicts) ---
+                ac = getattr(self.model.model, "acoustic_connector", None)
+                if ac is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+    
+                se = getattr(self.model.model, "semantic_connector", None)
+                if se is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+    
+            except Exception as e:
+                logger.warning(f"Failed to save LoRA assets: {e}")
+
+
+    # ------------- Build the Trainer -------------
+
+    # Resolve which adapters to apply in samples
+
+    ema_cb = EmaCallback(attr_path="model.prediction_head", decay=0.999, device="cuda")
+
+    # --- CRITICAL FIX: CAST TRAINABLE PARAMS TO FP32 ---
+    # This prevents 'ValueError: Attempting to unscale FP16 gradients'
+    if getattr(training_args, 'fp16', False) or getattr(training_args, 'bf16', False):
+        print('>>> INFO: Enforcing float32 for trainable parameters (LoRA/Head) to fix GradScaler.')
+        for name, param in model.named_parameters():
+            if param.requires_grad:
+                param.data = param.data.to(torch.float32)
+    # ---------------------------------------------------
+
+    trainer = VibeVoiceTrainer(
+        model=model,
+        args=training_args,
+        train_dataset=train_dataset,
+        eval_dataset=eval_dataset,
+        data_collator=data_collator,
+        callbacks=[ema_cb, LoRADebugCallback(log_every_n_steps=(int(getattr(training_args, "logging_steps", 50) or 50)))],
+    )
+
+    # Optional debug pre-training save
+    if getattr(training_args, "debug_save", False):
+        try:
+            debug_dir = os.path.join(training_args.output_dir, "debug_initial")
+            lora_out = os.path.join(debug_dir, "lora")
+            os.makedirs(lora_out, exist_ok=True)
+            logger.info(f"[debug_save] Saving initial (pre-training) model components to: {debug_dir}")
+            # language model adapters / base
+            try:
+                if hasattr(model.model.language_model, "save_pretrained"):
+                    model.model.language_model.save_pretrained(lora_out)
+            except Exception as e_lm:
+                logger.warning(f"[debug_save] Failed to save language_model: {e_lm}")
+            # diffusion head
+            try:
+                if hasattr(model.model, "prediction_head") and hasattr(model.model.prediction_head, "save_pretrained"):
+                    model.model.prediction_head.save_pretrained(os.path.join(lora_out, "diffusion_head"))
+            except Exception as e_head:
+                logger.warning(f"[debug_save] Failed to save prediction_head: {e_head}")
+            # NEW: full diffusion head state_dict as fallback
+            try:
+                ph = getattr(model.model, "prediction_head", None)
+                if ph is not None and hasattr(ph, "state_dict"):
+                    sd = ph.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    os.makedirs(os.path.join(lora_out, "diffusion_head"), exist_ok=True)
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head", "diffusion_head_full.bin"))
+            except Exception as e:
+                logger.warning(f"[debug_save] Failed to save FULL diffusion head: {e}")
+            # connectors
+            try:
+                ac_conn = getattr(model.model, "acoustic_connector", None)
+                if ac_conn is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac_conn.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+            except Exception as e_ac:
+                logger.warning(f"[debug_save] Failed to save acoustic_connector: {e_ac}")
+            try:
+                se_conn = getattr(model.model, "semantic_connector", None)
+                if se_conn is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se_conn.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+            except Exception as e_se:
+                logger.warning(f"[debug_save] Failed to save semantic_connector: {e_se}")
+        except Exception as e:
+            logger.warning(f"[debug_save] Unexpected failure saving initial components: {e}")
+
+    if getattr(training_args, "gradient_checkpointing", False):
+        try:
+            model.gradient_checkpointing_enable()
+        except Exception:
+            logger.warning("Failed to enable gradient checkpointing on the model.")
+
+    # =========================================================================
+    # Load Custom Weights from Checkpoint before resuming training
+    # =========================================================================
+    if training_args.do_train and training_args.resume_from_checkpoint:
+        checkpoint_path = None
+        if isinstance(training_args.resume_from_checkpoint, bool) and training_args.resume_from_checkpoint:
+            from transformers.trainer_utils import get_last_checkpoint
+            checkpoint_path = get_last_checkpoint(training_args.output_dir)
+        else:
+            checkpoint_path = training_args.resume_from_checkpoint
+
+        if checkpoint_path is not None and os.path.exists(checkpoint_path):
+            lora_dir = os.path.join(checkpoint_path, "lora")
+            if os.path.exists(lora_dir):
+                logger.info(f"*** Resuming custom weights (LoRA, Connectors, Head) from {lora_dir} ***")
+                
+                # 1. Load LLM LoRA
+                if hasattr(model.model, "language_model"):
+                    try:
+                        from peft import load_peft_weights, set_peft_model_state_dict
+                        adapters_weights = load_peft_weights(lora_dir)
+                        set_peft_model_state_dict(model.model.language_model, adapters_weights)
+                        logger.info("Successfully loaded LLM LoRA weights.")
+                    except Exception as e:
+                        logger.warning(f"Could not load LLM LoRA weights: {e}")
+
+                # 2. Load Diffusion Head
+                ph_full_path = os.path.join(lora_dir, "diffusion_head_full.bin")
+                if os.path.exists(ph_full_path) and hasattr(model.model, "prediction_head"):
+                    try:
+                        model.model.prediction_head.load_state_dict(torch.load(ph_full_path, map_location="cpu"), strict=False)
+                        logger.info("Successfully loaded Diffusion Head weights.")
+                    except Exception as e:
+                        logger.warning(f"Failed to load Diffusion Head weights: {e}")
+
+                # 3. Load Acoustic Connector
+                ac_path = os.path.join(lora_dir, "acoustic_connector", "pytorch_model.bin")
+                if os.path.exists(ac_path) and hasattr(model.model, "acoustic_connector"):
+                    try:
+                        model.model.acoustic_connector.load_state_dict(torch.load(ac_path, map_location="cpu"))
+                        logger.info("Successfully loaded Acoustic Connector weights.")
+                    except Exception as e:
+                        logger.warning(f"Failed to load Acoustic Connector weights: {e}")
+
+                # 4. Load Semantic Connector
+                se_path = os.path.join(lora_dir, "semantic_connector", "pytorch_model.bin")
+                if os.path.exists(se_path) and hasattr(model.model, "semantic_connector"):
+                    try:
+                        model.model.semantic_connector.load_state_dict(torch.load(se_path, map_location="cpu"))
+                        logger.info("Successfully loaded Semantic Connector weights.")
+                    except Exception as e:
+                        logger.warning(f"Failed to load Semantic Connector weights: {e}")
+            else:
+                logger.warning(f"No custom 'lora' directory found inside checkpoint: {checkpoint_path}")
+    # =========================================================================
+
+    if training_args.do_train:
+        # ----- THE FIX: SET resume_from_checkpoint=False HERE -----
+        # The weights are ALREADY loaded via the custom block above.
+        # Setting this to False forces Trainer to start counting steps/epochs from 0
+        # for your new dataset, preventing it from immediately exiting.
+        trainer.train(resume_from_checkpoint=False)
+    
+        lora_out = os.path.join(training_args.output_dir, "lora")
+        os.makedirs(lora_out, exist_ok=True)
+    
+        # LLM PEFT (if any)
+        lm = getattr(model.model, "language_model", None)
+        if hasattr(lm, "save_pretrained"):
+            lm.save_pretrained(lora_out)
+    
+        # Diffusion head PEFT (if any)
+        ph = getattr(model.model, "prediction_head", None)
+        if hasattr(ph, "save_pretrained"):
+            ph_dir = os.path.join(lora_out, "diffusion_head")
+            os.makedirs(ph_dir, exist_ok=True)
+            ph.save_pretrained(ph_dir)
+    
+        # ALWAYS: full diffusion head state_dict fallback
+        try:
+            if ph is not None and hasattr(ph, "state_dict"):
+                sd = ph.state_dict()
+                torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                ph_dir = os.path.join(lora_out, "diffusion_head")
+                os.makedirs(ph_dir, exist_ok=True)
+                torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save FULL diffusion head at end: {e}")
+    
+        # Connectors (if trained)
+        try:
+            ac = getattr(model.model, "acoustic_connector", None)
+            if ac is not None:
+                ac_dir = os.path.join(lora_out, "acoustic_connector")
+                os.makedirs(ac_dir, exist_ok=True)
+                torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save acoustic_connector: {e}")
+    
+        try:
+            se = getattr(model.model, "semantic_connector", None)
+            if se is not None:
+                se_dir = os.path.join(lora_out, "semantic_connector")
+                os.makedirs(se_dir, exist_ok=True)
+                torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save semantic_connector: {e}")
+
+    if training_args.do_eval and eval_dataset is not None:
+        trainer.evaluate()
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/finetune_vibevoice_lora120.py b/VibeVoice-finetuning/src/finetune_vibevoice_lora120.py
new file mode 100644
index 0000000000000000000000000000000000000000..8be0a86744c232671130742ea7f64371949d410c
--- /dev/null
+++ b/VibeVoice-finetuning/src/finetune_vibevoice_lora120.py
@@ -0,0 +1,1072 @@
+# train_vibevoice_lora.py
+import os
+os.environ["CUDA_VISIBLE_DEVICES"] = "0"
+os.environ["TOKENIZERS_PARALLELISM"] = "false"
+
+import logging
+import os
+from dataclasses import dataclass, field
+from typing import Any, Dict, List, Optional, Tuple
+
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+from datasets import load_dataset, DatasetDict, VerificationMode
+
+from transformers import (
+    HfArgumentParser,
+    Trainer,
+    set_seed,
+    TrainerCallback,
+    BitsAndBytesConfig,
+)
+from transformers import TrainingArguments as HfTrainingArguments
+
+from peft import LoraConfig, get_peft_model, TaskType, prepare_model_for_kbit_training
+
+from vibevoice.modular.modeling_vibevoice import VibeVoiceForConditionalGeneration
+from vibevoice.modular.configuration_vibevoice import VibeVoiceConfig
+from vibevoice.processor.vibevoice_processor import VibeVoiceProcessor
+
+from data_vibevoice import VibeVoiceDataset, VibeVoiceCollator
+
+logger = logging.getLogger(__name__)
+
+# ================== SAMPLE CALLBACK UTILS ==================
+
+import copy
+import torch
+from transformers import TrainerCallback
+
+class EmaCallback(TrainerCallback):
+    def __init__(self, attr_path="model.prediction_head", decay=0.999, device="cuda"):
+        """
+        attr_path: where the head lives under self.model (Trainer wraps your VibeVoiceForConditionalGeneration)
+        decay:     EMA decay (0.999 ~ stable, 0.9999 ~ very smooth, slower to adapt)
+        """
+        self.attr_path = attr_path
+        self.decay = float(decay)
+        self.device = torch.device(device)
+        self.shadow = None
+        self._orig = None  # store non-EMA weights when we swap
+
+    def _get_module(self, model):
+        # Resolve dotted path like "model.prediction_head"
+        mod = model
+        for name in self.attr_path.split('.'):
+            mod = getattr(mod, name)
+        return mod
+
+    def on_train_begin(self, args, state, control, model=None, **kwargs):
+        head = self._get_module(model)
+        self.shadow = {k: p.detach().to(self.device).clone()
+                       for k, p in head.state_dict().items()}
+
+    def on_step_end(self, args, state, control, model=None, **kwargs):
+        if self.shadow is None: return
+        head = self._get_module(model)
+        with torch.no_grad():
+            for k, v in head.state_dict().items():
+                self.shadow[k].mul_(self.decay).add_(v.detach().to(self.device), alpha=(1.0 - self.decay))
+
+    # ---- Swap helpers ----
+    def _swap_in_ema(self, model):
+        head = self._get_module(model)
+        self._orig = copy.deepcopy(head.state_dict())
+        head.load_state_dict(self.shadow, strict=False)
+
+    def _swap_back(self, model):
+        if self._orig is None: return
+        head = self._get_module(model)
+        head.load_state_dict(self._orig, strict=False)
+        self._orig = None
+
+    def on_evaluate(self, args, state, control, model=None, **kwargs):
+        # use EMA during eval
+        self._swap_in_ema(model)
+
+    def on_evaluate_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_save(self, args, state, control, model=None, **kwargs):
+        # temporarily swap to EMA, let Trainer save, then swap back
+        self._swap_in_ema(model)
+
+    def on_save_end(self, args, state, control, model=None, **kwargs):
+        self._swap_back(model)
+
+    def on_train_end(self, args, state, control, model=None, **kwargs):
+        # final checkpoint: persist EMA
+        self._swap_in_ema(model)
+
+
+@dataclass
+class ModelArguments:
+    model_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to VibeVoice base model with config.json"}
+    )
+    processor_name_or_path: Optional[str] = field(
+        default=None, metadata={"help": "Path to processor dir (preprocessor_config.json). Defaults to model path."}
+    )
+    cache_dir: Optional[str] = field(default=None)
+    freeze_acoustic_tokenizer: bool = field(default=True)
+    freeze_semantic_tokenizer: bool = field(default=True)
+    lora_r: int = field(default=8)
+    lora_alpha: int = field(default=32)
+    lora_dropout: float = field(default=0.05)
+    lora_target_modules: str = field(
+        default="q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
+        metadata={"help": "Comma-separated list of target module names in the LLM blocks"},
+    )
+    lora_wrap_diffusion_head: bool = field(default=False, metadata={"help": "Wrap diffusion head with PEFT LoRA"})
+    train_diffusion_head: bool = field(default=False, metadata={"help": "Train diffusion prediction head (full fine-tune)"})
+    train_connectors: bool = field(default=False, metadata={"help": "Train acoustic/semantic connectors (full fine-tune)"})
+    layers_to_freeze: Optional[str] = field(
+        default=None, 
+        metadata={"help": "Comma-separated indices of diffusion head layers to freeze (e.g., '0,1,5,7,8')."}
+    )
+    load_in_4bit: bool = field(
+        default=False, 
+        metadata={"help": "Load the base model in 4-bit quantization (QLoRA) to save VRAM."}
+    )
+
+@dataclass
+class DataArguments:
+    dataset_name: Optional[str] = field(default=None, metadata={"help": "HF dataset name or 'json' with --train_jsonl for local files"})
+    dataset_config_name: Optional[str] = field(default=None)
+    train_split_name: str = field(default="train")
+    eval_split_name: Optional[str] = field(default="validation")
+    text_column_name: str = field(default="text")
+    audio_column_name: str = field(default="audio")
+    voice_prompts_column_name: Optional[str] = field(default="voice_prompts")
+    eval_split_size: float = field(default=0.0)
+    ignore_verifications: bool = field(default=False)
+    max_length: Optional[int] = field(default=None)
+    train_jsonl: Optional[str] = field(default=None, metadata={"help": "Path to local train JSONL with {text, audio, [voice_prompts]}"})
+    validation_jsonl: Optional[str] = field(default=None, metadata={"help": "Optional path to local validation JSONL"})
+    voice_prompt_drop_rate: float = field(
+        default=0.0,
+        metadata={"help": "Probability to drop conditioning voice prompt during training (0.0 keep always, 1.0 drop always)."},
+    )
+
+@dataclass
+class CustomTrainingArguments(HfTrainingArguments):
+    ddpm_batch_mul: int = field(default=1)
+    ce_loss_weight: float = field(default=1.0)
+    diffusion_loss_weight: float = field(default=1.0)
+    debug_ce_details: bool = field(default=False)
+    debug_ce_topk: int = field(default=5)
+    debug_ce_max_examples: int = field(default=1)
+    debug_ce_every_n_steps: int = field(default=200)
+    gradient_clipping: bool = field(
+        default=False,
+        metadata={"help": "Enable gradient clipping using max_grad_norm (set via --max_grad_norm, default 1.0). When False, disables clipping by forcing max_grad_norm=0.0."},
+    )
+    debug_save: bool = field(
+        default=False,
+        metadata={"help": "If set, saves model components BEFORE training starts, into output_dir/debug_initial."},
+    )
+
+def build_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = [s.strip() for s in args.lora_target_modules.split(",") if s.strip()]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.CAUSAL_LM,
+        target_modules=target_modules,
+    )
+
+def build_head_lora_config(args: ModelArguments) -> LoraConfig:
+    target_modules = ["noisy_images_proj","cond_proj","gate_proj","up_proj","down_proj","linear"]
+    return LoraConfig(
+        r=args.lora_r,
+        lora_alpha=args.lora_alpha,
+        lora_dropout=args.lora_dropout,
+        bias="none",
+        task_type=TaskType.FEATURE_EXTRACTION,
+        target_modules=target_modules,
+    )
+
+def mask_for_ce(labels: torch.Tensor, attention_mask: torch.Tensor, acoustic_input_mask: torch.Tensor, pad_id: int = -100) -> torch.Tensor:
+    shifted = labels[:, 1:].contiguous()
+    base_mask = attention_mask[:, 1:].contiguous().eq(1) if (attention_mask is not None and attention_mask.numel() > 0) else torch.ones_like(shifted, dtype=torch.bool)
+    label_is_acoustic = acoustic_input_mask[:, 1:].contiguous()
+    final_mask = base_mask & (~label_is_acoustic)
+    out = shifted.clone()
+    out[~final_mask] = pad_id
+    return out
+
+def _patch_acoustic_encode_for_legacy_indexing(model_obj, logger_):
+    try:
+        acoustic = getattr(getattr(model_obj, "model", model_obj), "acoustic_tokenizer", None)
+        if acoustic is None or not hasattr(acoustic, "encode"):
+            logger_.warning("No acoustic_tokenizer.encode() found to patch.")
+            return
+        base_encode = acoustic.encode
+        def encode_wrapped(*args, **kwargs):
+            out = base_encode(*args, **kwargs)
+            try:
+                _ = out[0][0]
+                return out
+            except Exception:
+                pass
+            if isinstance(out, dict):
+                for k in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                    if k in out:
+                        return [[out[k]]]
+                if len(out) > 0:
+                    return [[next(iter(out.values()))]]
+            for attr in ("frames", "codes", "tokens", "latents", "hidden_states"):
+                if hasattr(out, attr):
+                    return [[getattr(out, attr)]]
+            try:
+                if isinstance(out, torch.Tensor):
+                    return [[out]]
+            except Exception:
+                pass
+            return [[out]]
+        acoustic.encode = encode_wrapped
+        logger_.info("Patched acoustic_tokenizer.encode() to return [[...]] for legacy indexing.")
+    except Exception as e:
+        logger_.warning(f"Failed to patch acoustic_tokenizer.encode(): {e}")
+
+def main() -> None:
+    parser = HfArgumentParser((ModelArguments, DataArguments, CustomTrainingArguments))
+    model_args, data_args, training_args = parser.parse_args_into_dataclasses()
+
+    logging.basicConfig(
+        format="%(asctime)s - %(levelname)s - %(name)s - %(message)s",
+        datefmt="%m/%d/%Y %H:%M:%S",
+        level=logging.INFO if training_args.local_rank in [-1, 0] else logging.WARN,
+    )
+    logger.info("Training/evaluation parameters %s", training_args)
+    set_seed(training_args.seed)
+
+    # Configure gradient clipping
+    if not getattr(training_args, "gradient_clipping", False):
+        if hasattr(training_args, "max_grad_norm"):
+            training_args.max_grad_norm = 0.0
+            logger.info("Gradient clipping disabled (set max_grad_norm=0.0). Use --gradient_clipping to enable.")
+    else:
+        if (not hasattr(training_args, "max_grad_norm")) or training_args.max_grad_norm is None or training_args.max_grad_norm <= 0:
+            training_args.max_grad_norm = 1.0
+        logger.info(f"Gradient clipping enabled: max_grad_norm={training_args.max_grad_norm}")
+
+    # Load processor
+    processor_path = model_args.processor_name_or_path or model_args.model_name_or_path
+    if processor_path is None:
+        raise ValueError("--model_name_or_path (or --processor_name_or_path) must be provided")
+    processor: VibeVoiceProcessor = VibeVoiceProcessor.from_pretrained(processor_path)
+
+    # Required special tokens
+    tok = processor.tokenizer
+    for required in ["speech_start_id", "speech_diffusion_id", "speech_end_id"]:
+        if not hasattr(tok, required) or getattr(tok, required) is None:
+            raise RuntimeError(f"Tokenizer missing required special id: {required}")
+
+    # Set dtype
+    dtype = torch.float32
+    if training_args.bf16:
+        dtype = torch.bfloat16
+    elif getattr(training_args, "fp16", False):
+        dtype = torch.float16
+
+    # =========================================================================
+    # 4-BIT QUANTIZATION CONFIGURATION (QLoRA)
+    # =========================================================================
+    quantization_config = None
+    if getattr(model_args, "load_in_4bit", False):
+        logger.info(">>> Loading base model in 4-bit mode (BitsAndBytes NF4) <<<")
+        quantization_config = BitsAndBytesConfig(
+            load_in_4bit=True,
+            bnb_4bit_compute_dtype=dtype,       # Uses bf16/fp16 for compute
+            bnb_4bit_quant_type="nf4",          # Recommended for QLoRA
+            bnb_4bit_use_double_quant=True      # Double quantization saves more memory
+        )
+
+    if model_args.model_name_or_path is None:
+        raise ValueError("--model_name_or_path is required to load VibeVoice base model")
+
+    # Load model
+    model = VibeVoiceForConditionalGeneration.from_pretrained(
+        model_args.model_name_or_path,
+        torch_dtype=dtype, 
+        device_map={"": 0},
+        quantization_config=quantization_config,
+    )
+    
+    # Prepare model for 4-bit training if enabled
+    if getattr(model_args, "load_in_4bit", False):
+        model = prepare_model_for_kbit_training(
+            model, 
+            use_gradient_checkpointing=getattr(training_args, "gradient_checkpointing", False)
+        )
+    # =========================================================================
+
+    _patch_acoustic_encode_for_legacy_indexing(model, logger)
+    processor.semantic_tokenizer = getattr(model.model, "semantic_tokenizer", None)
+
+    # Diagnostics: LM head tie
+    try:
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        shared_ptr = bool(in_w is not None and out_w is not None and in_w.data_ptr() == out_w.data_ptr())
+        values_equal = False
+        if in_w is not None and out_w is not None and in_w.shape == out_w.shape:
+            try:
+                values_equal = bool(torch.allclose(in_w, out_w))
+            except Exception:
+                values_equal = False
+        try:
+            tie_cfg = getattr(getattr(model.config, "decoder_config", model.config), "tie_word_embeddings", None)
+        except Exception:
+            tie_cfg = getattr(model.config, "tie_word_embeddings", None)
+        logger.info(f"LM head diagnostics -> shared_params={shared_ptr}, values_equal={values_equal}, tie_word_embeddings={tie_cfg}")
+        if out_w is not None:
+            logger.info(f"LM head requires_grad before freeze: {bool(out_w.requires_grad)}")
+    except Exception as e:
+        logger.warning(f"LM head tie diagnostics failed: {e}")
+
+    # Hard-tie LM head
+    try:
+        emb_module = model.get_input_embeddings()
+        head_module = model.get_output_embeddings()
+        if hasattr(emb_module, "weight") and hasattr(head_module, "weight"):
+            if emb_module.weight.shape == head_module.weight.shape and emb_module.weight.data_ptr() != head_module.weight.data_ptr():
+                with torch.no_grad():
+                    head_module.weight = emb_module.weight
+                logger.info("Force-tied LM head weight to input embeddings (pointer share).")
+    except Exception as e:
+        logger.warning(f"Force-tie of LM head failed: {e}")
+
+    # Validate special IDs (info logs only)
+    try:
+        special_names = ["speech_start_id", "speech_diffusion_id", "speech_end_id"]
+        try:
+            vocab_size = int(getattr(model.config.decoder_config, "vocab_size", 0))
+        except Exception:
+            vocab_size = 0
+        in_emb_mod = model.get_input_embeddings()
+        out_emb_mod = model.get_output_embeddings()
+        in_w = getattr(in_emb_mod, "weight", None)
+        out_w = getattr(out_emb_mod, "weight", None)
+        for name in special_names:
+            val = getattr(tok, name, None)
+            exists = (val is not None)
+            in_range = (exists and isinstance(val, int) and 0 <= val < vocab_size)
+            equal_row = None
+            if in_range and in_w is not None and out_w is not None and in_w.shape == out_w.shape and in_w.size(0) > val:
+                try:
+                    equal_row = bool(torch.allclose(in_w[val], out_w[val]))
+                except Exception:
+                    equal_row = False
+            decoded_str = None
+            if exists and isinstance(val, int):
+                try:
+                    decoded_str = tok.decode([val])
+                except Exception:
+                    try:
+                        decoded_str = tok.convert_ids_to_tokens(val)
+                    except Exception:
+                        decoded_str = "<decode_failed>"
+            logger.info(f"Special token check -> {name}={val}, decoded='{decoded_str}', exists={exists}, in_vocab_range={in_range}, emb_vs_head_row_equal={equal_row}")
+    except Exception as e:
+        logger.warning(f"Special token ID/row validation failed: {e}")
+
+    # Quick tokenizer diagnostics (optional)
+    try:
+        logger.info("=== TOKENIZER DIAGNOSTICS ===")
+        logger.info(f"Tokenizer class: {type(tok).__name__}")
+        logger.info(f"Tokenizer vocab_size: {tok.vocab_size}")
+        # tiny CE smoke test
+        with torch.no_grad():
+            simple_text = "The cat sat on the mat."
+            simple_ids = torch.tensor([tok.encode(simple_text, add_special_tokens=True)], device=model.device)
+            simple_mask = torch.ones_like(simple_ids)
+            x = model.get_input_embeddings()(simple_ids)
+            outputs = model.model(inputs_embeds=x, attention_mask=simple_mask, return_dict=True)
+            logits = model.lm_head(outputs.last_hidden_state)
+            shift_logits = logits[:, :-1, :].contiguous()
+            shift_labels = simple_ids[:, 1:].contiguous()
+            ce_loss = F.cross_entropy(shift_logits.view(-1, shift_logits.size(-1)), shift_labels.view(-1), reduction='mean')
+            logger.info(f"Simple text CE loss: {ce_loss.item():.4f}")
+    except Exception as e:
+        logger.warning(f"Tokenizer diagnostics failed: {e}")
+
+    # Disable cache during training
+    if hasattr(model.config, "use_cache") and training_args.do_train:
+        model.config.use_cache = False
+
+    # Freeze tokenizers
+    if model_args.freeze_acoustic_tokenizer and hasattr(model.model, "acoustic_tokenizer"):
+        for p in model.model.acoustic_tokenizer.parameters():
+            p.requires_grad = False
+    if model_args.freeze_semantic_tokenizer and hasattr(model.model, "semantic_tokenizer"):
+        for p in model.model.semantic_tokenizer.parameters():
+            p.requires_grad = False
+
+    # LoRA wrap LLM (optional)
+    lora_cfg = build_lora_config(model_args)
+    tm_lower = [s.strip().lower() for s in model_args.lora_target_modules.split(",") if s.strip()]
+    skip_lm_lora = (len(tm_lower) == 0) or all(t in ("none", "off", "disable", "disabled") for t in tm_lower)
+    if not skip_lm_lora:
+        model.model.language_model = get_peft_model(model.model.language_model, lora_cfg)
+    else:
+        logger.info("Skipping LLM LoRA wrapping (lora_target_modules indicates none).")
+
+    try:
+        model.tie_weights()
+    except Exception:
+        pass
+
+    # Freeze all then enable trainable subsets
+    for _, p in model.named_parameters():
+        p.requires_grad = False
+
+    try:
+        for n, p in model.model.language_model.named_parameters():
+            if "lora_A" in n or "lora_B" in n:
+                p.requires_grad = True
+    except Exception:
+        logger.warning("Could not re-enable LoRA params on language_model.")
+
+    # Diffusion head LoRA wrapping (optional)
+    if getattr(model_args, "lora_wrap_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        class _HeadForwardShim(nn.Module):
+            def __init__(self, base: nn.Module): super().__init__(); self.base = base
+            def forward(self, *args, **kwargs):
+                if len(args) >= 3:
+                    noisy_images, timesteps, condition = args[:3]
+                else:
+                    noisy_images = kwargs.get("noisy_images")
+                    timesteps = kwargs.get("timesteps")
+                    condition = kwargs.get("condition")
+                return self.base(noisy_images, timesteps, condition)
+        try:
+            shim = _HeadForwardShim(model.model.prediction_head)
+            model.model.prediction_head = get_peft_model(shim, build_head_lora_config(model_args))
+            for n, p in model.model.prediction_head.named_parameters():
+                if "lora_A" in n or "lora_B" in n:
+                    p.requires_grad = True
+        except Exception as e:
+            logger.warning(f"Could not LoRA-wrap diffusion head: {e}")
+
+    # Train full diffusion head (optional)
+    if getattr(model_args, "train_diffusion_head", False) and hasattr(model.model, "prediction_head"):
+        for p in model.model.prediction_head.parameters():
+            p.requires_grad = True
+
+    # Freeze diffusion head layers (optional)
+    if model_args.layers_to_freeze is not None and hasattr(model.model, "prediction_head"):
+        head_params = list(model.model.prediction_head.named_parameters())
+        try:
+            indices_to_freeze = {int(x.strip()) for x in model_args.layers_to_freeze.split(',') if x.strip()}
+            frozen_count = 0
+            for i, (name, param) in enumerate(head_params):
+                if i in indices_to_freeze:
+                    param.requires_grad = False
+                    frozen_count += 1
+                    logger.info(f"Froze layer [{i}]: {name}")
+            logger.info(f"Successfully froze {frozen_count} parameter groups in the diffusion head.")
+        except Exception as e:
+            logger.error(f"Could not parse --layers_to_freeze: {e}")
+            raise
+    
+    # Connectors
+    if getattr(model_args, "train_connectors", False):
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = True
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = True
+    else:
+        if hasattr(model.model, "acoustic_connector"):
+            for p in model.model.acoustic_connector.parameters():
+                p.requires_grad = False
+        if hasattr(model.model, "semantic_connector"):
+            for p in model.model.semantic_connector.parameters():
+                p.requires_grad = False
+
+    # Freeze embedding + head
+    try:
+        emb = model.get_input_embeddings()
+        if hasattr(emb, "weight"):
+            emb.weight.requires_grad_(False)
+        head = model.get_output_embeddings()
+        if head is not None and hasattr(head, "weight"):
+            head.weight.requires_grad_(False)
+    except Exception:
+        pass
+
+    # Diagnostics
+    def _sum_params(named_iter):
+        return sum(p.numel() for _, p in named_iter if p.requires_grad)
+    try:
+        lm_lora = _sum_params(model.model.language_model.named_parameters()) if hasattr(model.model, "language_model") else 0
+        pred_head_train = _sum_params(model.model.prediction_head.named_parameters()) if hasattr(model.model, "prediction_head") else 0
+        ac_conn_train = _sum_params(model.model.acoustic_connector.named_parameters()) if hasattr(model.model, "acoustic_connector") else 0
+        se_conn_train = _sum_params(model.model.semantic_connector.named_parameters()) if hasattr(model.model, "semantic_connector") else 0
+        total_trainable = sum(p.numel() for p in model.parameters() if p.requires_grad)
+        logger.info(f"Trainable by block -> LLM-LoRA: {lm_lora:,} | diff_head: {pred_head_train:,} | ac_conn: {ac_conn_train:,} | se_conn: {se_conn_train:,}")
+        logger.info("TOTAL trainable: %s", f"{total_trainable:,}")
+    except Exception:
+        pass
+
+    # Preprocessed data classes
+    class PreprocessedBatchDataset:
+        def __init__(self, preprocessed_file: str):
+            self.data = torch.load(preprocessed_file, map_location='cpu')
+            logger.info(f"Loaded {len(self.data)} preprocessed batches from {preprocessed_file}")
+        
+        def __len__(self):
+            return len(self.data)
+        
+        def __getitem__(self, idx):
+            batch = self.data[idx]
+            result = {}
+            for k, v in batch.items():
+                if isinstance(v, torch.Tensor):
+                    result[k] = v
+                else:
+                    result[k] = v
+            return result
+
+    class PreprocessedBatchSubset:
+        def __init__(self, dataset: 'PreprocessedBatchDataset', indices: List[int]):
+            self.dataset = dataset
+            self.indices = indices
+        
+        def __len__(self):
+            return len(self.indices)
+        
+        def __getitem__(self, idx):
+            actual_idx = self.indices[idx]
+            return self.dataset[actual_idx]
+
+    class PreprocessedBatchCollator:
+        def __call__(self, batch: List[Dict[str, torch.Tensor]]) -> Dict[str, torch.Tensor]:
+            if not batch:
+                return {}
+            result = {}
+            for key in batch[0].keys():
+                tensors = [b[key] for b in batch if b[key] is not None]
+                if tensors and isinstance(tensors[0], torch.Tensor):
+                    result[key] = torch.cat(tensors, dim=0)
+                else:
+                    result[key] = tensors[0] if tensors else None
+            return result
+
+    # Datasets
+    preprocessed_dir = os.path.join(training_args.output_dir, "preprocessed")
+    preprocessed_file = os.path.join(preprocessed_dir, "preprocessed_batches.pt")
+    
+    if os.path.exists(preprocessed_file):
+        logger.info(f"Loading preprocessed data from {preprocessed_file}")
+        preprocessed_data = PreprocessedBatchDataset(preprocessed_file)
+        
+        train_dataset = preprocessed_data
+        eval_dataset = None
+        
+        if training_args.do_eval and data_args.eval_split_size and data_args.eval_split_size > 0 and len(preprocessed_data) > 1:
+            num_eval = max(1, int(len(preprocessed_data) * data_args.eval_split_size))
+            num_train = len(preprocessed_data) - num_eval
+            indices = list(range(len(preprocessed_data)))
+            import random
+            random.Random(training_args.seed).shuffle(indices)
+            train_indices = indices[:num_train]
+            eval_indices = indices[num_train:]
+            train_dataset = PreprocessedBatchSubset(preprocessed_data, train_indices)
+            eval_dataset = PreprocessedBatchSubset(preprocessed_data, eval_indices)
+    else:
+        logger.info(f"Preprocessed data not found at {preprocessed_file}, loading from raw JSONL/HF datasets")
+        verification_mode = VerificationMode.NO_CHECKS if data_args.ignore_verifications else VerificationMode.BASIC_CHECKS
+        if data_args.train_jsonl is not None:
+            data_files: Dict[str, str] = {"train": data_args.train_jsonl}
+            if data_args.validation_jsonl is not None:
+                data_files["validation"] = data_args.validation_jsonl
+            raw = load_dataset("json", data_files=data_files, verification_mode=verification_mode, cache_dir=model_args.cache_dir)
+        else:
+            if data_args.dataset_name is None:
+                raise ValueError("Provide --dataset_name (HF datasets) or use --train_jsonl/--validation_jsonl for local files.")
+            raw = load_dataset(
+                data_args.dataset_name,
+                data_args.dataset_config_name,
+                verification_mode=verification_mode,
+                cache_dir=model_args.cache_dir,
+            )
+        train_ds = raw[data_args.train_split_name]
+        eval_ds = None
+        if training_args.do_eval:
+            if data_args.eval_split_name and data_args.eval_split_name in raw:
+                eval_ds = raw[data_args.eval_split_name]
+            elif data_args.eval_split_size and data_args.eval_split_size > 0 and len(train_ds) > 1:
+                split = train_ds.train_test_split(test_size=data_args.eval_split_size, seed=training_args.seed)
+                train_ds, eval_ds = split["train"], split["test"]
+
+        train_dataset = VibeVoiceDataset(
+            train_ds,
+            text_column=data_args.text_column_name,
+            audio_column=data_args.audio_column_name,
+            voice_prompts_column=data_args.voice_prompts_column_name,
+        )
+        eval_dataset = None
+        if eval_ds is not None:
+            eval_dataset = VibeVoiceDataset(
+                eval_ds,
+                text_column=data_args.text_column_name,
+                audio_column=data_args.audio_column_name,
+                voice_prompts_column=data_args.voice_prompts_column_name,
+            )
+
+    # Ratios/dims from processor+model
+    speech_compress_ratio = getattr(processor, "speech_tok_compress_ratio", 3200)
+    semantic_dim = getattr(model.config, "semantic_vae_dim", None)
+    if semantic_dim is None:
+        try:
+            semantic_dim = int(getattr(model.config.semantic_tokenizer_config, "vae_dim", 128))
+        except Exception:
+            semantic_dim = 128
+
+    compute_semantics_flag = hasattr(processor, "semantic_tokenizer") and processor.semantic_tokenizer is not None
+
+    if os.path.exists(preprocessed_file):
+        data_collator = PreprocessedBatchCollator()
+    else:
+        data_collator = VibeVoiceCollator(
+            processor=processor,
+            max_length=data_args.max_length,
+            speech_compress_ratio=speech_compress_ratio,
+            semantic_vae_dim=semantic_dim,
+            compute_semantics=compute_semantics_flag,
+            debug_checks=False,
+            voice_prompt_drop_rate=data_args.voice_prompt_drop_rate,
+        )
+
+    class LoRADebugCallback(TrainerCallback):
+        def __init__(self, log_every_n_steps: int = 50):
+            self.log_every_n_steps = max(1, int(log_every_n_steps))
+            self.prev_param_norms: Dict[str, float] = {}
+            self.lora_param_names: List[str] = []
+
+        def on_train_begin(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None:
+                    return
+                named: Dict[str, torch.nn.Parameter] = dict(model.named_parameters())
+                self.lora_param_names = [n for n in named.keys() if ("lora_A" in n or "lora_B" in n)]
+                for n in self.lora_param_names:
+                    p = named[n]
+                    self.prev_param_norms[n] = float(p.data.norm().item())
+                total = len(self.lora_param_names)
+                req_grad = sum(1 for n in self.lora_param_names if named[n].requires_grad)
+                num_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                num_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                zero_B = sum(1 for n in self.lora_param_names if ("lora_B" in n and float(named[n].data.norm().item()) == 0.0))
+                logger.info(f"LoRA debug: found {total} LoRA params (A={num_A}, B={num_B}); trainable={req_grad}. Initial lora_B_zero={zero_B}.")
+                if total == 0:
+                    logger.warning("LoRA debug: No LoRA parameters found. Check lora_target_modules.")
+                if req_grad != total:
+                    logger.warning("LoRA debug: Some LoRA params are frozen. They should be trainable.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_train_begin) failed: {e}")
+
+        def on_step_end(self, args, state, control, model=None, **kwargs):
+            try:
+                if model is None or len(self.lora_param_names) == 0:
+                    return
+                step = int(getattr(state, "global_step", 0) or 0)
+                if step % self.log_every_n_steps != 0 and step != 1:
+                    return
+                named: Dict[str, torch.nn.Parameter] = dict(model.named_parameters())
+                changed_A = 0
+                changed_B = 0
+                zero_B = 0
+                eps = 1e-12
+                for n in self.lora_param_names:
+                    p = named.get(n, None)
+                    if p is None:
+                        continue
+                    prev = self.prev_param_norms.get(n, 0.0)
+                    curr = float(p.data.norm().item())
+                    if "lora_A" in n and abs(curr - prev) > eps:
+                        changed_A += 1
+                    if "lora_B" in n:
+                        if abs(curr - prev) > eps:
+                            changed_B += 1
+                        if curr == 0.0:
+                            zero_B += 1
+                    self.prev_param_norms[n] = curr
+                total_A = sum(1 for n in self.lora_param_names if "lora_A" in n)
+                total_B = sum(1 for n in self.lora_param_names if "lora_B" in n)
+                logger.info(f"LoRA debug step {step}: changed A {changed_A}/{total_A}, changed B {changed_B}/{total_B}, lora_B_zero_now={zero_B}.")
+            except Exception as e:
+                logger.warning(f"LoRA debug (on_step_end) failed: {e}")
+
+    class VibeVoiceTrainer(Trainer):
+        def compute_loss(self, model: VibeVoiceForConditionalGeneration, inputs: Dict[str, Any], return_outputs=False, num_items_in_batch: Optional[int] = None):
+            labels = inputs.get("input_ids")
+            attention_mask = inputs.get("attention_mask")
+            acoustic_input_mask = inputs.get("acoustic_input_mask")
+
+            # Ensure semantic tensors exist and have correct dtype/device
+            sem = inputs.get("speech_semantic_tensors", None)
+            try:
+                target_dtype = next(model.model.semantic_connector.parameters()).dtype
+            except Exception:
+                target_dtype = model.get_input_embeddings().weight.dtype
+
+            if sem is None:
+                sm = inputs.get("speech_masks")
+                if sm is not None:
+                    zeros = torch.zeros(
+                        sm.size(0), sm.size(1),
+                        getattr(model.config, "semantic_vae_dim", 128),
+                        dtype=target_dtype,
+                        device=sm.device,
+                    )
+                    inputs["speech_semantic_tensors"] = zeros
+            else:
+                if isinstance(sem, torch.Tensor):
+                    inputs["speech_semantic_tensors"] = sem.to(dtype=target_dtype)
+
+            outputs = model(
+                input_ids=inputs.get("input_ids"),
+                attention_mask=attention_mask,
+                speech_tensors=inputs.get("speech_tensors"),
+                speech_masks=inputs.get("speech_masks"),
+                speech_semantic_tensors=inputs.get("speech_semantic_tensors"),
+                acoustic_input_mask=acoustic_input_mask,
+                acoustic_loss_mask=inputs.get("acoustic_loss_mask"),
+                speeches_loss_input=inputs.get("speeches_loss_input"),
+                ddpm_batch_mul=training_args.ddpm_batch_mul,
+            )
+
+            # Invariants: token/latent selection equality across views (warn, don't assert)
+            try:
+                al_mask = inputs.get("acoustic_loss_mask")
+                sp_masks = inputs.get("speech_masks")
+                sp_loss_sel = inputs.get("speeches_loss_input")
+                num_tok_total = int(acoustic_input_mask.sum().item()) if acoustic_input_mask is not None else 0
+                num_tok_loss = int(al_mask.sum().item()) if al_mask is not None else 0
+                num_lat_total = int(sp_masks.sum().item()) if sp_masks is not None else 0
+                num_lat_loss = int(((sp_loss_sel & sp_masks).sum().item())) if (sp_loss_sel is not None and sp_masks is not None) else 0
+                self.log({
+                    "debug/num_tok_total": float(num_tok_total),
+                    "debug/num_tok_loss": float(num_tok_loss),
+                    "debug/num_lat_total": float(num_lat_total),
+                    "debug/num_lat_loss": float(num_lat_loss),
+                })
+                if sp_loss_sel is not None and sp_masks is not None and al_mask is not None:
+                    if num_tok_loss != num_lat_loss:
+                        logger.warning(f"Loss selection mismatch: acoustic_loss_mask={num_tok_loss} vs speeches_loss_input={num_lat_loss}")
+            except Exception:
+                pass
+
+            # CE Loss
+            logits = outputs.logits
+            ce_labels = mask_for_ce(labels, attention_mask, acoustic_input_mask, pad_id=-100)
+            shift_logits = logits[:, :-1, :].contiguous()
+            loss_fct = nn.CrossEntropyLoss(ignore_index=-100)
+            ce_loss = loss_fct(shift_logits.view(-1, shift_logits.size(-1)), ce_labels.view(-1))
+
+            # Optional CE diagnostics
+            try:
+                self._debug_ce(shift_logits, ce_labels, attention_mask, acoustic_input_mask)
+            except Exception as e:
+                logger.warning(f"Failed invoking CE debug: {e}")
+
+            # Diffusion loss
+            diffusion_loss = outputs.diffusion_loss if outputs.diffusion_loss is not None else torch.tensor(0.0, device=ce_loss.device)
+            total = training_args.ce_loss_weight * ce_loss + training_args.diffusion_loss_weight * diffusion_loss
+
+            # Logs
+            try:
+                prefix = "train" if model.training else "eval"
+                self.log({
+                    f"{prefix}/ce_loss": ce_loss.detach().item(),
+                    f"{prefix}/diffusion_loss": diffusion_loss.detach().item() if isinstance(diffusion_loss, torch.Tensor) else float(diffusion_loss),
+                })
+                if hasattr(self, "optimizer") and self.optimizer is not None and len(self.optimizer.param_groups) > 0:
+                    lr_val = self.optimizer.param_groups[0].get("lr", None)
+                    if lr_val is not None:
+                        self.log({"train/learning_rate_real": float(lr_val)})
+            except Exception:
+                pass
+
+            return (total, outputs) if return_outputs else total
+
+        def _debug_ce(self, shift_logits: torch.Tensor, ce_labels: torch.Tensor, attention_mask: Optional[torch.Tensor], acoustic_input_mask: Optional[torch.Tensor]):
+            try:
+                if not getattr(training_args, "debug_ce_details", False):
+                    return
+                step = int(getattr(self.state, "global_step", 0) or 0)
+                every_n = max(1, int(getattr(training_args, "debug_ce_every_n_steps", 200) or 200))
+                if not (step <= 1 or (step % every_n == 0)):
+                    return
+
+                with torch.no_grad():
+                    vocab = shift_logits.size(-1)
+                    per_token_loss = F.cross_entropy(
+                        shift_logits.view(-1, vocab),
+                        ce_labels.view(-1),
+                        reduction="none",
+                        ignore_index=-100,
+                    ).view_as(ce_labels)
+
+                    valid_mask = ce_labels.ne(-100)
+                    num_valid = int(valid_mask.sum().item())
+                    avg_loss = float((per_token_loss[valid_mask].mean().item())) if num_valid > 0 else float("nan")
+
+                    per_ex_avgs = []
+                    max_examples = max(1, int(getattr(training_args, "debug_ce_max_examples", 1) or 1))
+                    B = ce_labels.size(0)
+                    for b in range(min(B, max_examples)):
+                        vb = valid_mask[b]
+                        if int(vb.sum().item()) > 0:
+                            per_ex_avgs.append(float(per_token_loss[b][vb].mean().item()))
+                        else:
+                            per_ex_avgs.append(float("nan"))
+                    logger.info(f"CE debug: tokens_in_loss={num_valid}, avg_loss={avg_loss:.4f}, per_example_avgs={[round(x,4) if x==x else None for x in per_ex_avgs]}")
+            except Exception as e:
+                logger.warning(f"CE detailed debug failed: {e}")
+
+        # --------- CRITICAL SAVE OVERRIDES: also dump FULL head/connectors for inference ---------
+  
+
+        def _save(self, output_dir: Optional[str] = None, state_dict=None) -> None:
+            try:
+                target_dir = output_dir or self.args.output_dir
+                lora_out = os.path.join(target_dir, "lora")
+                os.makedirs(lora_out, exist_ok=True)
+    
+                # --- LLM PEFT adapters (if LoRA-wrapped) ---
+                language_model = getattr(self.model.model, "language_model", None)
+                if hasattr(language_model, "save_pretrained"):
+                    language_model.save_pretrained(lora_out)
+    
+                # --- Diffusion head PEFT adapters (if LoRA-wrapped) ---
+                pred_head = getattr(self.model.model, "prediction_head", None)
+                if hasattr(pred_head, "save_pretrained"):
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    pred_head.save_pretrained(ph_dir)
+    
+                # --- ALWAYS save FULL diffusion head state_dict for fallback ---
+                if pred_head is not None and hasattr(pred_head, "state_dict"):
+                    sd = pred_head.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    ph_dir = os.path.join(lora_out, "diffusion_head")
+                    os.makedirs(ph_dir, exist_ok=True)
+                    torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+    
+                # --- Connectors (plain state_dicts) ---
+                ac = getattr(self.model.model, "acoustic_connector", None)
+                if ac is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+    
+                se = getattr(self.model.model, "semantic_connector", None)
+                if se is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+    
+            except Exception as e:
+                logger.warning(f"Failed to save LoRA assets: {e}")
+
+
+    # ------------- Build the Trainer -------------
+
+    # Resolve which adapters to apply in samples
+
+    ema_cb = EmaCallback(attr_path="model.prediction_head", decay=0.999, device="cuda")
+
+    # --- CRITICAL FIX: CAST TRAINABLE PARAMS TO FP32 ---
+    # This prevents 'ValueError: Attempting to unscale FP16 gradients'
+    if getattr(training_args, 'fp16', False) or getattr(training_args, 'bf16', False):
+        print('>>> INFO: Enforcing float32 for trainable parameters (LoRA/Head) to fix GradScaler.')
+        for name, param in model.named_parameters():
+            if param.requires_grad:
+                param.data = param.data.to(torch.float32)
+    # ---------------------------------------------------
+
+    trainer = VibeVoiceTrainer(
+        model=model,
+        args=training_args,
+        train_dataset=train_dataset,
+        eval_dataset=eval_dataset,
+        data_collator=data_collator,
+        callbacks=[ema_cb, LoRADebugCallback(log_every_n_steps=(int(getattr(training_args, "logging_steps", 50) or 50)))],
+    )
+
+    # Optional debug pre-training save
+    if getattr(training_args, "debug_save", False):
+        try:
+            debug_dir = os.path.join(training_args.output_dir, "debug_initial")
+            lora_out = os.path.join(debug_dir, "lora")
+            os.makedirs(lora_out, exist_ok=True)
+            logger.info(f"[debug_save] Saving initial (pre-training) model components to: {debug_dir}")
+            # language model adapters / base
+            try:
+                if hasattr(model.model.language_model, "save_pretrained"):
+                    model.model.language_model.save_pretrained(lora_out)
+            except Exception as e_lm:
+                logger.warning(f"[debug_save] Failed to save language_model: {e_lm}")
+            # diffusion head
+            try:
+                if hasattr(model.model, "prediction_head") and hasattr(model.model.prediction_head, "save_pretrained"):
+                    model.model.prediction_head.save_pretrained(os.path.join(lora_out, "diffusion_head"))
+            except Exception as e_head:
+                logger.warning(f"[debug_save] Failed to save prediction_head: {e_head}")
+            # NEW: full diffusion head state_dict as fallback
+            try:
+                ph = getattr(model.model, "prediction_head", None)
+                if ph is not None and hasattr(ph, "state_dict"):
+                    sd = ph.state_dict()
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                    os.makedirs(os.path.join(lora_out, "diffusion_head"), exist_ok=True)
+                    torch.save(sd, os.path.join(lora_out, "diffusion_head", "diffusion_head_full.bin"))
+            except Exception as e:
+                logger.warning(f"[debug_save] Failed to save FULL diffusion head: {e}")
+            # connectors
+            try:
+                ac_conn = getattr(model.model, "acoustic_connector", None)
+                if ac_conn is not None:
+                    ac_dir = os.path.join(lora_out, "acoustic_connector")
+                    os.makedirs(ac_dir, exist_ok=True)
+                    torch.save(ac_conn.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+            except Exception as e_ac:
+                logger.warning(f"[debug_save] Failed to save acoustic_connector: {e_ac}")
+            try:
+                se_conn = getattr(model.model, "semantic_connector", None)
+                if se_conn is not None:
+                    se_dir = os.path.join(lora_out, "semantic_connector")
+                    os.makedirs(se_dir, exist_ok=True)
+                    torch.save(se_conn.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+            except Exception as e_se:
+                logger.warning(f"[debug_save] Failed to save semantic_connector: {e_se}")
+        except Exception as e:
+            logger.warning(f"[debug_save] Unexpected failure saving initial components: {e}")
+
+    if getattr(training_args, "gradient_checkpointing", False):
+        try:
+            model.gradient_checkpointing_enable()
+        except Exception:
+            logger.warning("Failed to enable gradient checkpointing on the model.")
+
+    # =========================================================================
+    # BUG FIX: Load Custom Weights from Checkpoint before resuming training
+    # =========================================================================
+    if training_args.do_train and training_args.resume_from_checkpoint:
+        checkpoint_path = None
+        if isinstance(training_args.resume_from_checkpoint, bool) and training_args.resume_from_checkpoint:
+            from transformers.trainer_utils import get_last_checkpoint
+            checkpoint_path = get_last_checkpoint(training_args.output_dir)
+        else:
+            checkpoint_path = training_args.resume_from_checkpoint
+
+        if checkpoint_path is not None and os.path.exists(checkpoint_path):
+            lora_dir = os.path.join(checkpoint_path, "lora")
+            if os.path.exists(lora_dir):
+                logger.info(f"*** Resuming custom weights (LoRA, Connectors, Head) from {lora_dir} ***")
+                
+                # 1. Load LLM LoRA
+                if hasattr(model.model, "language_model"):
+                    try:
+                        from peft import load_peft_weights, set_peft_model_state_dict
+                        adapters_weights = load_peft_weights(lora_dir)
+                        set_peft_model_state_dict(model.model.language_model, adapters_weights)
+                        logger.info("Successfully loaded LLM LoRA weights.")
+                    except Exception as e:
+                        logger.warning(f"Could not load LLM LoRA weights: {e}")
+
+                # 2. Load Diffusion Head
+                ph_full_path = os.path.join(lora_dir, "diffusion_head_full.bin")
+                if os.path.exists(ph_full_path) and hasattr(model.model, "prediction_head"):
+                    try:
+                        model.model.prediction_head.load_state_dict(torch.load(ph_full_path, map_location="cpu"), strict=False)
+                        logger.info("Successfully loaded Diffusion Head weights.")
+                    except Exception as e:
+                        logger.warning(f"Failed to load Diffusion Head weights: {e}")
+
+                # 3. Load Acoustic Connector
+                ac_path = os.path.join(lora_dir, "acoustic_connector", "pytorch_model.bin")
+                if os.path.exists(ac_path) and hasattr(model.model, "acoustic_connector"):
+                    try:
+                        model.model.acoustic_connector.load_state_dict(torch.load(ac_path, map_location="cpu"))
+                        logger.info("Successfully loaded Acoustic Connector weights.")
+                    except Exception as e:
+                        logger.warning(f"Failed to load Acoustic Connector weights: {e}")
+
+                # 4. Load Semantic Connector
+                se_path = os.path.join(lora_dir, "semantic_connector", "pytorch_model.bin")
+                if os.path.exists(se_path) and hasattr(model.model, "semantic_connector"):
+                    try:
+                        model.model.semantic_connector.load_state_dict(torch.load(se_path, map_location="cpu"))
+                        logger.info("Successfully loaded Semantic Connector weights.")
+                    except Exception as e:
+                        logger.warning(f"Failed to load Semantic Connector weights: {e}")
+            else:
+                logger.warning(f"No custom 'lora' directory found inside checkpoint: {checkpoint_path}")
+    # =========================================================================
+
+    if training_args.do_train:
+        trainer.train(resume_from_checkpoint=training_args.resume_from_checkpoint)
+    
+        lora_out = os.path.join(training_args.output_dir, "lora")
+        os.makedirs(lora_out, exist_ok=True)
+    
+        # LLM PEFT (if any)
+        lm = getattr(model.model, "language_model", None)
+        if hasattr(lm, "save_pretrained"):
+            lm.save_pretrained(lora_out)
+    
+        # Diffusion head PEFT (if any)
+        ph = getattr(model.model, "prediction_head", None)
+        if hasattr(ph, "save_pretrained"):
+            ph_dir = os.path.join(lora_out, "diffusion_head")
+            os.makedirs(ph_dir, exist_ok=True)
+            ph.save_pretrained(ph_dir)
+    
+        # ALWAYS: full diffusion head state_dict fallback
+        try:
+            if ph is not None and hasattr(ph, "state_dict"):
+                sd = ph.state_dict()
+                torch.save(sd, os.path.join(lora_out, "diffusion_head_full.bin"))
+                ph_dir = os.path.join(lora_out, "diffusion_head")
+                os.makedirs(ph_dir, exist_ok=True)
+                torch.save(sd, os.path.join(ph_dir, "diffusion_head_full.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save FULL diffusion head at end: {e}")
+    
+        # Connectors (if trained)
+        try:
+            ac = getattr(model.model, "acoustic_connector", None)
+            if ac is not None:
+                ac_dir = os.path.join(lora_out, "acoustic_connector")
+                os.makedirs(ac_dir, exist_ok=True)
+                torch.save(ac.state_dict(), os.path.join(ac_dir, "pytorch_model.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save acoustic_connector: {e}")
+    
+        try:
+            se = getattr(model.model, "semantic_connector", None)
+            if se is not None:
+                se_dir = os.path.join(lora_out, "semantic_connector")
+                os.makedirs(se_dir, exist_ok=True)
+                torch.save(se.state_dict(), os.path.join(se_dir, "pytorch_model.bin"))
+        except Exception as e:
+            logger.warning(f"Failed to save semantic_connector: {e}")
+
+    if training_args.do_eval and eval_dataset is not None:
+        trainer.evaluate()
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/.DS_Store b/VibeVoice-finetuning/src/vibevoice/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..6bbf48dcc9c7f23c2ee2de0372a123575236ff25
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/.DS_Store differ
diff --git a/VibeVoice-finetuning/src/vibevoice/configs/qwen2.5_1.5b_64k.json b/VibeVoice-finetuning/src/vibevoice/configs/qwen2.5_1.5b_64k.json
new file mode 100644
index 0000000000000000000000000000000000000000..febd05cd76d2a5df49c39fabcde478aa18e1ba78
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/configs/qwen2.5_1.5b_64k.json
@@ -0,0 +1,112 @@
+{
+  "_attn_implementation_autoset": true,
+  "acoustic_vae_dim": 64,
+  "acoustic_tokenizer_config": {
+    "causal": true,
+    "channels": 1,
+    "conv_bias": true,
+    "conv_norm": "none",
+    "corpus_normalize": 0.0,
+    "decoder_depths": null,
+    "decoder_n_filters": 32,
+    "decoder_ratios": [
+      8,
+      5,
+      5,
+      4,
+      2,
+      2
+    ],
+    "disable_last_norm": true,
+    "encoder_depths": "3-3-3-3-3-3-8",
+    "encoder_n_filters": 32,
+    "encoder_ratios": [
+      8,
+      5,
+      5,
+      4,
+      2,
+      2
+    ],
+    "fix_std": 0.5,
+    "layer_scale_init_value": 1e-06,
+    "layernorm": "RMSNorm",
+    "layernorm_elementwise_affine": true,
+    "layernorm_eps": 1e-05,
+    "mixer_layer": "depthwise_conv",
+    "model_type": "vibepod_acoustic_tokenizer",
+    "pad_mode": "constant",
+    "std_dist_type": "gaussian",
+    "vae_dim": 64,
+    "weight_init_value": 0.01
+  },
+  "decoder_config": {
+    "attention_dropout": 0.0,
+    "hidden_act": "silu",
+    "hidden_size": 1536,
+    "initializer_range": 0.02,
+    "intermediate_size": 8960,
+    "max_position_embeddings": 65536,
+    "max_window_layers": 28,
+    "model_type": "qwen2",
+    "num_attention_heads": 12,
+    "num_hidden_layers": 28,
+    "num_key_value_heads": 2,
+    "rms_norm_eps": 1e-06,
+    "rope_scaling": null,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "tie_word_embeddings": true,
+    "torch_dtype": "bfloat16",
+    "use_cache": true,
+    "use_sliding_window": false,
+    "vocab_size": 151936
+  },
+  "diffusion_head_config": {
+    "ddpm_batch_mul": 4,
+    "ddpm_beta_schedule": "cosine",
+    "ddpm_num_inference_steps": 20,
+    "ddpm_num_steps": 1000,
+    "diffusion_type": "ddpm",
+    "head_ffn_ratio": 3.0,
+    "head_layers": 4,
+    "hidden_size": 1536,
+    "latent_size": 64,
+    "model_type": "vibepod_diffusion_head",
+    "prediction_type": "v_prediction",
+    "rms_norm_eps": 1e-05,
+    "speech_vae_dim": 64
+  },
+  "model_type": "vibepod",
+  "semantic_tokenizer_config": {
+    "causal": true,
+    "channels": 1,
+    "conv_bias": true,
+    "conv_norm": "none",
+    "corpus_normalize": 0.0,
+    "disable_last_norm": true,
+    "encoder_depths": "3-3-3-3-3-3-8",
+    "encoder_n_filters": 32,
+    "encoder_ratios": [
+      8,
+      5,
+      5,
+      4,
+      2,
+      2
+    ],
+    "fix_std": 0,
+    "layer_scale_init_value": 1e-06,
+    "layernorm": "RMSNorm",
+    "layernorm_elementwise_affine": true,
+    "layernorm_eps": 1e-05,
+    "mixer_layer": "depthwise_conv",
+    "model_type": "vibepod_semantic_tokenizer",
+    "pad_mode": "constant",
+    "std_dist_type": "none",
+    "vae_dim": 128,
+    "weight_init_value": 0.01
+  },
+  "semantic_vae_dim": 128,
+  "torch_dtype": "bfloat16"
+}
diff --git a/VibeVoice-finetuning/src/vibevoice/configs/qwen2.5_7b_32k.json b/VibeVoice-finetuning/src/vibevoice/configs/qwen2.5_7b_32k.json
new file mode 100644
index 0000000000000000000000000000000000000000..d39952c3b572bbd553dc84a827ee1cd2ffaab90e
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/configs/qwen2.5_7b_32k.json
@@ -0,0 +1,113 @@
+{
+  "_attn_implementation_autoset": true,
+  "acoustic_vae_dim": 64,
+  "acoustic_tokenizer_config": {
+    "causal": true,
+    "channels": 1,
+    "conv_bias": true,
+    "conv_norm": "none",
+    "corpus_normalize": 0.0,
+    "decoder_depths": null,
+    "decoder_n_filters": 32,
+    "decoder_ratios": [
+      8,
+      5,
+      5,
+      4,
+      2,
+      2
+    ],
+    "disable_last_norm": true,
+    "encoder_depths": "3-3-3-3-3-3-8",
+    "encoder_n_filters": 32,
+    "encoder_ratios": [
+      8,
+      5,
+      5,
+      4,
+      2,
+      2
+    ],
+    "fix_std": 0.5,
+    "layer_scale_init_value": 1e-06,
+    "layernorm": "RMSNorm",
+    "layernorm_elementwise_affine": true,
+    "layernorm_eps": 1e-05,
+    "mixer_layer": "depthwise_conv",
+    "model_type": "vibepod_acoustic_tokenizer",
+    "pad_mode": "constant",
+    "std_dist_type": "gaussian",
+    "vae_dim": 64,
+    "weight_init_value": 0.01
+  },
+  "decoder_config": {
+    "attention_dropout": 0.0,
+    "hidden_act": "silu",
+    "hidden_size": 3584,
+    "initializer_range": 0.02,
+    "intermediate_size": 18944,
+    "max_position_embeddings": 32768,
+    "max_window_layers": 28,
+    "model_type": "qwen2",
+    "num_attention_heads": 28,
+    "num_hidden_layers": 28,
+    "num_key_value_heads": 4,
+    "rms_norm_eps": 1e-06,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.40.1",
+    "use_cache": true,
+    "use_mrope": false,
+    "use_sliding_window": false,
+    "vocab_size": 152064
+  },
+  "diffusion_head_config": {
+    "ddpm_batch_mul": 4,
+    "ddpm_beta_schedule": "cosine",
+    "ddpm_num_inference_steps": 20,
+    "ddpm_num_steps": 1000,
+    "diffusion_type": "ddpm",
+    "head_ffn_ratio": 3.0,
+    "head_layers": 4,
+    "hidden_size": 3584,
+    "latent_size": 64,
+    "model_type": "vibepod_diffusion_head",
+    "prediction_type": "v_prediction",
+    "rms_norm_eps": 1e-05,
+    "speech_vae_dim": 64
+  },
+  "model_type": "vibepod",
+  "semantic_tokenizer_config": {
+    "causal": true,
+    "channels": 1,
+    "conv_bias": true,
+    "conv_norm": "none",
+    "corpus_normalize": 0.0,
+    "disable_last_norm": true,
+    "encoder_depths": "3-3-3-3-3-3-8",
+    "encoder_n_filters": 32,
+    "encoder_ratios": [
+      8,
+      5,
+      5,
+      4,
+      2,
+      2
+    ],
+    "fix_std": 0,
+    "layer_scale_init_value": 1e-06,
+    "layernorm": "RMSNorm",
+    "layernorm_elementwise_affine": true,
+    "layernorm_eps": 1e-05,
+    "mixer_layer": "depthwise_conv",
+    "model_type": "vibepod_semantic_tokenizer",
+    "pad_mode": "constant",
+    "std_dist_type": "none",
+    "vae_dim": 128,
+    "weight_init_value": 0.01
+  },
+  "semantic_vae_dim": 128,
+  "torch_dtype": "bfloat16"
+}
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__init__.py b/VibeVoice-finetuning/src/vibevoice/modular/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/__init__.cpython-311.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..75abd33514b354f836cbf11fb4ed3c01dd7f9e6a
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/__init__.cpython-311.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/__init__.cpython-312.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/__init__.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..9e697cd382c14c888a8a3c2541397714a23e1977
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/__init__.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/configuration_vibevoice.cpython-311.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/configuration_vibevoice.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..68d5384cfd6c81d18ae8f925e8c74aa2667caf4e
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/configuration_vibevoice.cpython-311.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/configuration_vibevoice.cpython-312.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/configuration_vibevoice.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..72da08200ac377ae93ff2f8d85d453452ca990a0
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/configuration_vibevoice.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modeling_vibevoice.cpython-311.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modeling_vibevoice.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..20066ad4870d7688e3e6652bbf9cfe6edcbe1443
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modeling_vibevoice.cpython-311.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modeling_vibevoice.cpython-312.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modeling_vibevoice.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..5e6989e0b15869566ae52d60b530cd6dce149bc4
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modeling_vibevoice.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_diffusion_head.cpython-311.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_diffusion_head.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..0729bf1d875fea788853ad0a17ae5473112d9844
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_diffusion_head.cpython-311.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_diffusion_head.cpython-312.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_diffusion_head.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..41d6d6ee7428e1902f62d20b1f36895ae2b92c22
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_diffusion_head.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_text_tokenizer.cpython-311.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_text_tokenizer.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..d50794e10a1e66bc346d854620f41c623dbaf47c
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_text_tokenizer.cpython-311.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_text_tokenizer.cpython-312.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_text_tokenizer.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..f30787b13080f370d30e33e94e062e911b053a10
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_text_tokenizer.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_tokenizer.cpython-311.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_tokenizer.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..16bd53fad1482f693fe96add8a81ecbae1befbdc
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_tokenizer.cpython-311.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_tokenizer.cpython-312.pyc b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_tokenizer.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..5eaba7129e382eca732b186a17b464fdad5e1cf7
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/modular/__pycache__/modular_vibevoice_tokenizer.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/configuration_vibevoice.py b/VibeVoice-finetuning/src/vibevoice/modular/configuration_vibevoice.py
new file mode 100644
index 0000000000000000000000000000000000000000..fcffcb93afae6358f57a155d6fb6eb009b69a706
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/modular/configuration_vibevoice.py
@@ -0,0 +1,248 @@
+""" VibeVoice_AcousticTokenizer model configuration"""
+
+from typing import Dict, List, Optional, Tuple
+
+from transformers.configuration_utils import PretrainedConfig 
+from transformers.utils import logging
+
+from transformers.models.qwen2.configuration_qwen2 import Qwen2Config
+
+logger = logging.get_logger(__name__)
+
+
+class VibeVoiceAcousticTokenizerConfig(PretrainedConfig):
+    model_type = "vibevoice_acoustic_tokenizer"
+
+    def __init__(
+        self,
+        channels: int = 1,
+        corpus_normalize: float = 0.0,
+        causal: bool = True,
+        vae_dim: int = 64,
+        fix_std: float = 0.5,
+        std_dist_type: str = 'gaussian',
+        # common 
+        mixer_layer: str = 'depthwise_conv',
+        conv_norm: str = 'none',
+        pad_mode: str = 'constant',
+        disable_last_norm: bool = True,
+        layernorm: str = 'RMSNorm',
+        layernorm_eps: float = 1e-5,
+        layernorm_elementwise_affine: bool = True,
+        conv_bias: bool = True,
+        layer_scale_init_value: float = 1e-6,
+        weight_init_value: float = 1e-2,
+        # encoder specific
+        encoder_n_filters: int = 32,
+        encoder_ratios: Optional[List[int]] = [8,5,5,4,2,2],
+        encoder_depths: str = "3-3-3-3-3-3-8",
+        # decoder specific
+        decoder_n_filters: int = 32,
+        decoder_ratios: Optional[List[int]] = None, # if None, same as encoder
+        decoder_depths: Optional[str] = None,
+        **kwargs
+    ):
+        super().__init__(**kwargs)
+        self.channels = channels
+        self.corpus_normalize = corpus_normalize
+        self.causal = causal
+        self.vae_dim = vae_dim
+        self.fix_std = fix_std
+        self.std_dist_type = std_dist_type
+        
+        # common parameters
+        self.conv_norm = conv_norm
+        self.pad_mode = pad_mode
+        self.layernorm_eps = layernorm_eps
+        self.disable_last_norm = disable_last_norm
+        self.layernorm = layernorm
+        self.layernorm_elementwise_affine = layernorm_elementwise_affine
+        self.conv_bias = conv_bias
+        self.layer_scale_init_value = layer_scale_init_value
+        self.weight_init_value = weight_init_value
+        self.mixer_layer = mixer_layer
+
+        # encoder specific parameters
+        self.encoder_n_filters = encoder_n_filters
+        self.encoder_ratios = encoder_ratios
+        self.encoder_depths = encoder_depths
+        
+        # decoder specific parameters
+        self.decoder_ratios = decoder_ratios if decoder_ratios is not None else encoder_ratios
+        self.decoder_n_filters = decoder_n_filters
+        self.decoder_depths = decoder_depths
+
+
+class VibeVoiceSemanticTokenizerConfig(PretrainedConfig):
+    model_type = "vibevoice_semantic_tokenizer"
+    
+    def __init__(
+        self,
+        channels: int = 1,
+        corpus_normalize: float = 0.0,
+        causal: bool = True,
+        vae_dim: int = 64,
+        fix_std: float = 0,
+        std_dist_type: str = 'none',
+        # common 
+        mixer_layer: str = 'depthwise_conv',
+        conv_norm: str = 'none',
+        pad_mode: str = 'constant',
+        disable_last_norm: bool = True,
+        layernorm: str = 'RMSNorm',
+        layernorm_eps: float = 1e-5,
+        layernorm_elementwise_affine: bool = True,
+        conv_bias: bool = True,
+        layer_scale_init_value: float = 1e-6,
+        weight_init_value: float = 1e-2,
+        # encoder specific
+        encoder_n_filters: int = 32,
+        encoder_ratios: Optional[List[int]] = [8,5,5,4,2,2],
+        encoder_depths: str = "3-3-3-3-3-3-8",
+        **kwargs
+    ):
+        super().__init__(**kwargs)
+        self.channels = channels
+        self.corpus_normalize = corpus_normalize
+        self.causal = causal
+        self.vae_dim = vae_dim
+        self.fix_std = fix_std
+        self.std_dist_type = std_dist_type
+        
+        # common parameters
+        self.conv_norm = conv_norm
+        self.pad_mode = pad_mode
+        self.layernorm_eps = layernorm_eps
+        self.disable_last_norm = disable_last_norm
+        self.layernorm = layernorm
+        self.layernorm_elementwise_affine = layernorm_elementwise_affine
+        self.conv_bias = conv_bias
+        self.layer_scale_init_value = layer_scale_init_value
+        self.weight_init_value = weight_init_value
+        self.mixer_layer = mixer_layer
+
+        # encoder specific parameters
+        self.encoder_n_filters = encoder_n_filters
+        self.encoder_ratios = encoder_ratios
+        self.encoder_depths = encoder_depths
+        
+
+class VibeVoiceDiffusionHeadConfig(PretrainedConfig):
+    model_type = "vibevoice_diffusion_head"
+
+    def __init__(
+        self,
+        hidden_size=768,
+        head_layers=4,
+        head_ffn_ratio=3.0,
+        rms_norm_eps=1e-5,
+        latent_size=64,
+        speech_vae_dim=None,
+        prediction_type="v_prediction",
+        diffusion_type="ddpm",
+        ddpm_num_steps=1000,
+        ddpm_num_inference_steps=20,
+        ddpm_beta_schedule="cosine",
+        ddpm_batch_mul=4,
+        **kwargs
+    ):
+        self.hidden_size = hidden_size
+        self.head_layers = head_layers
+        self.head_ffn_ratio = head_ffn_ratio
+        self.rms_norm_eps = rms_norm_eps
+        self.latent_size = latent_size
+        self.speech_vae_dim = speech_vae_dim
+        self.prediction_type = prediction_type
+        self.diffusion_type = diffusion_type
+        self.ddpm_num_steps = ddpm_num_steps
+        self.ddpm_num_inference_steps = ddpm_num_inference_steps
+        self.ddpm_beta_schedule = ddpm_beta_schedule
+        self.ddpm_batch_mul = ddpm_batch_mul
+        
+        super().__init__(**kwargs)
+
+class VibeVoiceConfig(PretrainedConfig):
+    model_type = "vibevoice"
+    is_composition = True
+    sub_configs = {
+        "acoustic_tokenizer_config": VibeVoiceAcousticTokenizerConfig, 
+        "semantic_tokenizer_config": VibeVoiceSemanticTokenizerConfig,
+        "decoder_config": Qwen2Config,
+        "diffusion_head_config": VibeVoiceDiffusionHeadConfig,
+    }
+    # keys_to_ignore_at_inference = ["past_key_values"]
+    # Default tensor parallel plan for base model `Qwen2`
+    base_model_tp_plan = {
+        "layers.*.self_attn.q_proj": "colwise",
+        "layers.*.self_attn.k_proj": "colwise",
+        "layers.*.self_attn.v_proj": "colwise",
+        "layers.*.self_attn.o_proj": "rowwise",
+        "layers.*.mlp.gate_proj": "colwise",
+        "layers.*.mlp.up_proj": "colwise",
+        "layers.*.mlp.down_proj": "rowwise",
+    }
+    
+    def __init__(
+        self,
+        acoustic_tokenizer_config=None,
+        semantic_tokenizer_config=None,
+        decoder_config=None,
+        diffusion_head_config=None,
+        **kwargs
+    ):
+
+        # kwargs["_attn_implementation"] = "flash_attention_2"
+        kwargs["_attn_implementation_autoset"] = False 
+
+        if acoustic_tokenizer_config is None:
+            self.acoustic_tokenizer_config = self.sub_configs["acoustic_tokenizer_config"]()
+        elif isinstance(acoustic_tokenizer_config, dict):
+            acoustic_tokenizer_config["model_type"] = "vibevoice_acoustic_tokenizer"
+            self.acoustic_tokenizer_config = self.sub_configs["acoustic_tokenizer_config"](**acoustic_tokenizer_config)
+        elif isinstance(acoustic_tokenizer_config, VibeVoiceAcousticTokenizerConfig):
+            # If an instance of the config class is provided
+            self.acoustic_tokenizer_config = acoustic_tokenizer_config
+
+        if semantic_tokenizer_config is None:
+            self.semantic_tokenizer_config = self.sub_configs["semantic_tokenizer_config"]()
+        elif isinstance(semantic_tokenizer_config, dict):
+            semantic_tokenizer_config["model_type"] = "vibevoice_semantic_tokenizer"
+            self.semantic_tokenizer_config = self.sub_configs["semantic_tokenizer_config"](**semantic_tokenizer_config)
+        elif isinstance(semantic_tokenizer_config, VibeVoiceSemanticTokenizerConfig):
+            # If an instance of the config class is provided
+            self.semantic_tokenizer_config = semantic_tokenizer_config
+
+        if decoder_config is None:
+            self.decoder_config = self.sub_configs["decoder_config"]()
+        elif isinstance(decoder_config, dict):
+            # If a dictionary is provided, instantiate the config class with it
+            # self.decoder_config = self.sub_configs["decoder_config"](**decoder_config)
+            if decoder_config.get("model_type", '') == "qwen2":
+                self.decoder_config = Qwen2Config(**decoder_config)
+            else:
+                raise ValueError(f"Unsupported decoder model type: {decoder_config.get('model_type', '')}")
+        elif isinstance(decoder_config, (Qwen2Config,)):
+            # If an instance of the config class is provided
+            self.decoder_config = decoder_config
+
+        if diffusion_head_config is None:
+            self.diffusion_head_config = self.sub_configs["diffusion_head_config"]()
+        elif isinstance(diffusion_head_config, dict):
+            diffusion_head_config["model_type"] = "vibevoice_diffusion_head"
+            self.diffusion_head_config = self.sub_configs["diffusion_head_config"](**diffusion_head_config)
+        elif isinstance(diffusion_head_config, VibeVoiceDiffusionHeadConfig):
+            # If an instance of the config class is provided
+            self.diffusion_head_config = diffusion_head_config
+
+        # other parameters
+        self.acoustic_vae_dim = getattr(self.acoustic_tokenizer_config, 'vae_dim', 64)
+        self.semantic_vae_dim = getattr(self.semantic_tokenizer_config, 'vae_dim', 128)
+
+        super().__init__(**kwargs)
+
+__all__ = [
+    "VibeVoiceAcousticTokenizerConfig", 
+    "VibeVoiceSemanticTokenizerConfig", 
+    "VibeVoiceDiffusionHeadConfig", 
+    "VibeVoiceConfig"
+]
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/modeling_vibevoice.py b/VibeVoice-finetuning/src/vibevoice/modular/modeling_vibevoice.py
new file mode 100644
index 0000000000000000000000000000000000000000..92fbd09b7b5d811440a44359980096560c63fd6e
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/modular/modeling_vibevoice.py
@@ -0,0 +1,508 @@
+from dataclasses import dataclass
+from typing import Dict, List, Optional, Tuple, Union, Callable
+from tqdm import tqdm
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+import torch.distributed as dist
+
+from transformers.models.auto import AutoModel, AutoModelForCausalLM
+
+from transformers.activations import ACT2FN
+from transformers.modeling_outputs import CausalLMOutput, BaseModelOutputWithPast, ModelOutput
+from transformers.models.llama.modeling_llama import LlamaRMSNorm
+from transformers import modeling_utils
+from transformers.modeling_utils import PreTrainedModel
+from transformers.modeling_flash_attention_utils import FlashAttentionKwargs
+from transformers.utils import logging
+
+
+from .modular_vibevoice_tokenizer import VibeVoiceTokenizerStreamingCache, VibeVoiceAcousticTokenizerModel, VibeVoiceSemanticTokenizerModel
+from .modular_vibevoice_diffusion_head import VibeVoiceDiffusionHead
+from vibevoice.schedule.dpm_solver import DPMSolverMultistepScheduler
+
+from .configuration_vibevoice import VibeVoiceConfig
+
+
+logger = logging.get_logger(__name__)
+
+if not hasattr(modeling_utils, "ALL_PARALLEL_STYLES") or modeling_utils.ALL_PARALLEL_STYLES is None:
+    modeling_utils.ALL_PARALLEL_STYLES = ["tp", "none", "colwise", "rowwise"]
+
+@dataclass
+class VibeVoiceCausalLMOutputWithPast(ModelOutput):
+    loss: Optional[torch.FloatTensor] = None
+    diffusion_loss: Optional[torch.FloatTensor] = None
+    speech_token_num: Optional[int] = None
+    logits: torch.FloatTensor = None
+    past_key_values: Optional[Tuple[Tuple[torch.FloatTensor]]] = None
+    hidden_states: Optional[Tuple[torch.FloatTensor, ...]] = None
+    attentions: Optional[Tuple[torch.FloatTensor, ...]] = None
+
+
+@dataclass
+class VibeVoiceGenerationOutput(ModelOutput):
+    """
+    Output type for VibeVoice generation.
+    
+    Args:
+        sequences (`torch.LongTensor` of shape `(batch_size, sequence_length)`):
+            The generated sequences. 
+        speech_outputs (`List[torch.FloatTensor]`, *optional*):
+            List of generated speech waveforms or latents for each speech segment.
+    """
+    sequences: torch.LongTensor = None
+    speech_outputs: Optional[List[torch.FloatTensor]] = None
+
+
+class SpeechConnector(nn.Module):
+    def __init__(self, input_dim, output_dim):
+        super().__init__()
+        self.fc1 = nn.Linear(input_dim, output_dim)
+        self.norm = LlamaRMSNorm(output_dim, eps=1e-6)
+        self.fc2 = nn.Linear(output_dim, output_dim)
+
+    def forward(self, features, **kwargs):    
+        x = self.fc1(features)
+        x = self.norm(x)
+        x = self.fc2(x)
+        return x
+
+
+# @auto_docstring
+class VibeVoicePreTrainedModel(PreTrainedModel):
+    config_class = VibeVoiceConfig
+    base_model_prefix = "model"
+    supports_gradient_checkpointing = True
+    _skip_keys_device_placement = "past_key_values"
+    _supports_cache_class = True
+    _supports_flash_attn_2 = True
+    _supports_sdpa = True
+    _supports_quantized_cache = True
+    _supports_static_cache = True
+    _supports_attention_backend = True
+
+    def _init_weights(self, module):
+        if isinstance(module, VibeVoiceDiffusionHead):
+            module.initialize_weights()
+            return
+
+        # Use the language model's initializer_range if available
+        if hasattr(self.config, 'language_model_config') and hasattr(self.config.language_model_config, 'initializer_range'):
+            std = self.config.language_model_config.initializer_range
+        elif hasattr(self.config, 'decoder_config') and hasattr(self.config.decoder_config, 'initializer_range'):
+            std = self.config.decoder_config.initializer_range
+        else:
+            std = 0.02  # Default value
+            
+        if isinstance(module, nn.Linear):
+            module.weight.data.normal_(mean=0.0, std=std)
+            if module.bias is not None:
+                module.bias.data.zero_()
+        elif isinstance(module, nn.LayerNorm):
+            module.weight.data.fill_(1.0)
+            module.bias.data.zero_()
+
+# @auto_docstring
+class VibeVoiceModel(VibeVoicePreTrainedModel):
+    def __init__(self, config):
+        super().__init__(config)
+        
+        if hasattr(config, 'torch_dtype') and config.torch_dtype is not None:
+            if isinstance(config.torch_dtype, str):
+                dtype = getattr(torch, config.torch_dtype)
+            else:
+                dtype = config.torch_dtype
+        else:
+            dtype = torch.float32
+        
+        # Initialize Qwen2 model for language modeling
+        lm_config = config.decoder_config 
+        self.language_model = AutoModel.from_config(lm_config)
+        
+        # Initialize speech components if needed
+        self.acoustic_tokenizer = AutoModel.from_config(config.acoustic_tokenizer_config).to(dtype)
+        self.semantic_tokenizer = AutoModel.from_config(config.semantic_tokenizer_config).to(dtype)
+
+        self.acoustic_connector = SpeechConnector(config.acoustic_vae_dim, lm_config.hidden_size).to(dtype)
+        self.semantic_connector = SpeechConnector(config.semantic_vae_dim, lm_config.hidden_size).to(dtype)
+        
+        # Register scaling factors as buffers - use 1D tensors for FSDP compatibility
+        self.register_buffer('speech_scaling_factor', torch.tensor(float('nan')))  
+        self.register_buffer('speech_bias_factor', torch.tensor(float('nan')))
+
+        # Initialize prediction head for speech generation
+        self.prediction_head = AutoModel.from_config(config.diffusion_head_config).to(dtype)
+
+        # Initialize noise scheduler
+        self.noise_scheduler = DPMSolverMultistepScheduler(
+            num_train_timesteps=config.diffusion_head_config.ddpm_num_steps,
+            beta_schedule=config.diffusion_head_config.ddpm_beta_schedule,
+            prediction_type=config.diffusion_head_config.prediction_type
+        )
+    
+    def get_input_embeddings(self):
+        if hasattr(self.language_model, 'embed_tokens'):
+            # If the language model has an embed_tokens attribute, return it
+            return self.language_model.embed_tokens
+        
+        for name, attr in self.language_model.fullmap.items(): # parallel by nnscaler, the name is changed
+            if attr.orig_name == 'embed_tokens.weight':
+                return getattr(self.language_model, name)
+        assert False, 'should not arrive here'
+
+    def set_input_embeddings(self, value):
+        self.language_model.embed_tokens = value
+    
+    def set_speech_tokenizers(self, acoustic_tokenizer=None, semantic_tokenizer=None):
+        """Set the speech tokenizers used for encoding and decoding speech."""
+        self.acoustic_tokenizer = acoustic_tokenizer
+        self.semantic_tokenizer = semantic_tokenizer
+        
+        # Reset the encoder to evaluation mode
+        if self.acoustic_tokenizer is not None:
+            self.acoustic_tokenizer.eval()
+            
+        if self.semantic_tokenizer is not None:
+            self.semantic_tokenizer.eval()
+    
+    def forward(
+        self,
+        input_ids: torch.LongTensor = None,
+        attention_mask: Optional[torch.Tensor] = None,
+        position_ids: Optional[torch.LongTensor] = None,
+        past_key_values: Optional[Tuple[Tuple[torch.FloatTensor]]] = None,
+        inputs_embeds: Optional[torch.FloatTensor] = None,
+        use_cache: Optional[bool] = None,
+        output_attentions: Optional[bool] = None,
+        output_hidden_states: Optional[bool] = None,
+        return_dict: Optional[bool] = None,
+        cache_position: Optional[torch.LongTensor] = None,
+        **kwargs,
+    ) -> Union[Tuple, BaseModelOutputWithPast]:
+        
+        return_dict = return_dict if return_dict is not None else self.config.use_return_dict
+        
+        # Forward through language model
+        outputs = self.language_model(
+            input_ids=input_ids,
+            attention_mask=attention_mask,
+            position_ids=position_ids,
+            past_key_values=past_key_values,
+            inputs_embeds=inputs_embeds,
+            use_cache=use_cache,
+            output_attentions=output_attentions,
+            output_hidden_states=output_hidden_states,
+            return_dict=return_dict,
+            cache_position=cache_position,
+            **kwargs,
+        )
+        
+        if not return_dict:
+            return outputs
+            
+        return BaseModelOutputWithPast(
+            last_hidden_state=outputs.last_hidden_state,
+            past_key_values=outputs.past_key_values,
+            hidden_states=outputs.hidden_states,
+            attentions=outputs.attentions,
+        )
+
+
+class VibeVoiceForConditionalGeneration(VibeVoicePreTrainedModel):
+    _tied_weights_keys = ["lm_head.weight"]
+    _tp_plan = {"lm_head": "colwise_rep"}
+
+    def __init__(self, config):
+        super().__init__(config)
+        self.model = VibeVoiceModel(config)
+        self.vocab_size = config.decoder_config.vocab_size
+        self.lm_head = nn.Linear(config.decoder_config.hidden_size, self.vocab_size, bias=False)
+
+        self.post_init()
+        
+    def get_input_embeddings(self):
+        return self.model.get_input_embeddings()
+
+    def set_input_embeddings(self, value):
+        self.model.set_input_embeddings(value)
+
+    def get_output_embeddings(self):
+        return self.lm_head
+
+    def set_decoder(self, decoder):
+        self.model.language_model = decoder
+
+    def get_decoder(self):
+        return self.model.language_model
+
+    def tie_weights(self):
+        """
+        Tie the weights between the input embeddings and the output embeddings.
+        """
+        if getattr(self.config.decoder_config, 'tie_word_embeddings', False):
+            # The standard PreTrainedModel method will handle the tying.
+            # It typically does a simple parameter object assignment, which is
+            # CORRECT to do BEFORE FSDP wraps the model.
+            output_embeddings = self.get_output_embeddings()
+            input_embeddings = self.get_input_embeddings()
+            if hasattr(input_embeddings, 'weight'):
+                output_embeddings.weight = input_embeddings.weight
+            else:
+                # maybe returned input_embeddings a tensor directly
+                output_embeddings.weight = input_embeddings
+
+            if getattr(output_embeddings, "bias", None) is not None:
+                output_embeddings.bias.data = nn.functional.pad(
+                    output_embeddings.bias.data,
+                    (0, output_embeddings.weight.shape[0] - output_embeddings.bias.shape[0]),
+                    "constant",
+                    0,
+                )
+            print("✅ Tied input and output embeddings using standard assignment.")
+        else:
+            print("ℹ️  tie_word_embeddings is False, not tying weights.")
+
+    # Also, ensure set_output_embeddings is safe, though your implementation looks okay.
+    # The key is to avoid calling it after accelerator.prepare().
+    def set_output_embeddings(self, new_embeddings):
+        # Your current implementation using data.copy_ is good practice,
+        # but the best way is to not call this after prepare().
+        self.lm_head = new_embeddings
+
+    def forward_speech_features(
+            self, 
+            speech_tensors=None, 
+            speech_masks=None, 
+            speech_type="audio", 
+            return_unmask=False
+        ):
+        if speech_tensors is None:
+            # Use config to get vae_dim instead of non-existent self.args
+            vae_dim = self.config.acoustic_tokenizer_config.vae_dim
+            audio_features = torch.zeros(1, 1, vae_dim).to(self.get_input_embeddings().weight)
+            connect_features = self.model.acoustic_connector(audio_features)
+            return audio_features, connect_features
+        else:
+            with torch.no_grad():
+                if speech_type == "audio":
+                    with torch.no_grad():
+                        frames = self.model.acoustic_tokenizer.encode(speech_tensors.unsqueeze(1))[0][0]
+                    audio_tokens = frames.sample(self.model.acoustic_tokenizer.std_dist_type)[0]
+
+                elif speech_type == "vae":
+                    # Use config to get vae_dim instead of non-existent self.args
+                    vae_dim = self.config.acoustic_tokenizer_config.vae_dim
+                    speech_mode = speech_tensors.reshape(speech_tensors.size(0), -1, vae_dim)
+
+                    # gaussian sample from the speech_mode
+                    batch_size = speech_mode.size(0)
+                    value = self.model.acoustic_tokenizer.fix_std / 0.8
+                    std = torch.randn(batch_size, dtype=speech_mode.dtype, device=speech_mode.device) * value
+                    std = std.view(-1, *[1] * (speech_mode.dim() - 1))
+                    audio_tokens = speech_mode + std * torch.randn(speech_mode.shape).to(speech_mode)
+                else:
+                    raise NotImplementedError(f"Speech type {speech_type} not implemented")
+                
+                if torch.isnan(self.model.speech_scaling_factor) or torch.isnan(self.model.speech_bias_factor):
+                    scaling_factor = 1. / audio_tokens[speech_masks].flatten().std()
+                    bias_factor = -audio_tokens[speech_masks].flatten().mean()
+                    
+                    # Only use distributed operations if the process group is initialized
+                    if dist.is_available() and dist.is_initialized():
+                        dist.all_reduce(scaling_factor, op=dist.ReduceOp.SUM)
+                        dist.all_reduce(bias_factor, op=dist.ReduceOp.SUM)
+                        world_size = dist.get_world_size()
+                        self.model.speech_scaling_factor.copy_(scaling_factor / world_size)  
+                        self.model.speech_bias_factor.copy_(bias_factor / world_size)
+                        print(f"Speech scaling factor (distributed): {self.model.speech_scaling_factor}, bias factor: {self.model.speech_bias_factor}", flush=True)
+                    else:
+                        # Single process case
+                        self.model.speech_scaling_factor.copy_(scaling_factor)  
+                        self.model.speech_bias_factor.copy_(bias_factor)
+                        print(f"Speech scaling factor (single process): {self.model.speech_scaling_factor}, bias factor: {self.model.speech_bias_factor}", flush=True)
+                    
+                audio_features = (audio_tokens + self.model.speech_bias_factor) * self.model.speech_scaling_factor
+            
+            connect_features = self.model.acoustic_connector(audio_features)
+            if return_unmask:
+                return audio_features, connect_features
+            return audio_features[speech_masks], connect_features[speech_masks]
+        
+    def forward(
+        self,
+        input_ids: torch.LongTensor = None,
+        attention_mask: Optional[torch.Tensor] = None,
+        position_ids: Optional[torch.LongTensor] = None,
+        past_key_values: Optional[List[torch.FloatTensor]] = None,
+        inputs_embeds: Optional[torch.FloatTensor] = None,
+        labels: Optional[torch.LongTensor] = None,
+        use_cache: Optional[bool] = False,
+        output_attentions: Optional[bool] = None,
+        output_hidden_states: Optional[bool] = None,
+        return_dict: Optional[bool] = None,
+        cache_position: Optional[torch.LongTensor] = None,
+        # New arguments for speech processing and loss calculation
+        speech_tensors: Optional[torch.FloatTensor] = None,
+        speech_masks: Optional[torch.BoolTensor] = None,
+        speeches_loss_input: Optional[torch.FloatTensor] = None,
+        speech_semantic_tensors: Optional[torch.FloatTensor] = None, 
+        acoustic_input_mask: Optional[torch.BoolTensor] = None,
+        acoustic_loss_mask: Optional[torch.BoolTensor] = None,
+        ddpm_batch_mul: int = 1,
+        **kwargs: Optional[Dict[str, Union[torch.Tensor, str]]],
+        ) -> Union[Tuple, VibeVoiceCausalLMOutputWithPast]:
+        
+        return_dict = return_dict if return_dict is not None else self.config.use_return_dict
+        
+        x = self.get_input_embeddings()(input_ids)
+
+        semantic_speech_all_connect_features = self.model.semantic_connector(speech_semantic_tensors)
+        if speeches_loss_input is not None:
+            # only part audio need diffuse
+            speech_all_features, speech_all_connect_features = self.forward_speech_features(
+                    speech_tensors=speech_tensors.type_as(x) if speech_tensors is not None else None,
+                    speech_masks=speech_masks,
+                    speech_type=kwargs.get("speech_type", "audio"),
+                    return_unmask=True
+                )
+            if speech_tensors is not None:
+                if semantic_speech_all_connect_features is not None:
+                    x[acoustic_input_mask] = speech_all_connect_features[speech_masks] + semantic_speech_all_connect_features[speech_masks]
+                else:
+                    x[acoustic_input_mask] = speech_all_connect_features[speech_masks]
+                speech_features = speech_all_features[speeches_loss_input & speech_masks] # only part audio need diffuse
+                speech_connect_features = speech_all_connect_features[speeches_loss_input & speech_masks]
+                # Forward-time consistency check: selected latent count should match number of acoustic placeholders
+                try:
+                    if acoustic_input_mask is not None:
+                        assert speech_connect_features.shape[0] == int(acoustic_input_mask.sum().item()), (
+                            f"Mismatch between selected speech connectors ({speech_connect_features.shape[0]}) and acoustic_input_mask sum ({int(acoustic_input_mask.sum().item())})"
+                        )
+                except Exception:
+                    pass
+        else:
+            speech_features, speech_connect_features = self.forward_speech_features(
+                    speech_tensors=speech_tensors.type_as(x) if speech_tensors is not None else None,
+                    speech_masks=speech_masks,
+                    speech_type=kwargs.get("speech_type", "audio"),
+                )
+            if speech_tensors is not None:
+                x[acoustic_input_mask] = speech_connect_features
+
+        outputs = self.model(
+            input_ids=None,
+            attention_mask=attention_mask,
+            position_ids=position_ids,
+            past_key_values=past_key_values,
+            inputs_embeds=x,
+            use_cache=use_cache,
+            output_attentions=output_attentions,
+            output_hidden_states=False,
+            return_dict=return_dict,
+            cache_position=cache_position,
+        )
+
+        hidden_states = outputs.last_hidden_state
+        logits = self.lm_head(hidden_states)
+        # logits = logits.float()
+
+        loss = None
+        if labels is not None:
+            # The custom CE loss with masking is calculated in the training script.
+            # We leave the standard loss calculation here as None.
+            pass
+
+        # --- Diffusion Loss Calculation ---
+        diffusion_loss = None
+        # This block is executed only if we are in a context that involves speech.
+        if speech_tensors is not None and acoustic_loss_mask.sum().item() > 0:
+            # Build conditioning mask from positions whose NEXT token is a speech latent (shift left by 1)
+            cond_mask = torch.zeros_like(acoustic_loss_mask, dtype=torch.bool)
+            cond_mask[:, :-1] = acoustic_loss_mask[:, 1:]
+            cond_mask[:, 0] = False
+            condition_features = hidden_states[cond_mask]
+            
+            speech_len, latent_size = speech_features.shape
+            # Sanity check: ensure 1:1 alignment between selected conditions and latents
+            try:
+                assert condition_features.shape[0] == speech_len, (
+                    f"Mismatch: condition_features={condition_features.shape[0]} vs speech_features={speech_len}"
+                )
+            except Exception:
+                pass
+            
+            noise = torch.randn(
+                (speech_len * ddpm_batch_mul, latent_size),
+                device=hidden_states.device,
+                dtype=hidden_states.dtype
+            )
+            
+            timesteps = torch.multinomial(
+                torch.ones(self.config.diffusion_head_config.ddpm_num_steps),
+                speech_len * ddpm_batch_mul,
+                replacement=True,
+            ).to(hidden_states.device)
+
+            speech_features_repeated = speech_features.repeat_interleave(ddpm_batch_mul, dim=0)
+            condition_features_repeated = condition_features.repeat_interleave(ddpm_batch_mul, dim=0)
+
+            noisy_speech_features = self.model.noise_scheduler.add_noise(
+                speech_features_repeated, noise, timesteps
+            )
+            
+            model_output = self.model.prediction_head(
+                noisy_speech_features, 
+                timesteps.type_as(x), 
+                condition_features_repeated
+            )
+
+            prediction_type = self.config.diffusion_head_config.prediction_type
+            if prediction_type == "epsilon":
+                target_for_loss = noise
+            elif prediction_type == "v_prediction":
+                target_for_loss = self.model.noise_scheduler.get_velocity(
+                    speech_features_repeated, noise, timesteps
+                )
+            else:
+                raise NotImplementedError(f"Prediction type {prediction_type} not implemented")
+
+            diffusion_loss = F.mse_loss(model_output.float(), target_for_loss.float(), reduction='sum')
+            if latent_size > 0 and ddpm_batch_mul > 0:
+                # Normalize by latent dim, number of sampled diffusion steps per latent, and number of speech tokens
+                diffusion_loss = diffusion_loss / latent_size / ddpm_batch_mul / max(speech_len, 1)
+            else:
+                diffusion_loss = torch.tensor(0.0, device=diffusion_loss.device)
+        
+        else:
+            # Dummy loss for DDP to work when there are no speech samples in a batch,
+            # but we are in a speech context.
+            diffusion_loss = sum(p.sum() for p in self.model.prediction_head.parameters()) * 0.0
+            diffusion_loss += sum(p.sum() for p in self.model.acoustic_connector.parameters()) * 0.0
+            diffusion_loss += sum(p.sum() for p in self.model.semantic_connector.parameters()) * 0.0
+        # --- End Diffusion Loss Calculation ---
+
+        if not return_dict:
+            output = (logits, speech_len) + outputs.to_tuple()[1:]
+            return (loss, diffusion_loss) + output
+
+        return VibeVoiceCausalLMOutputWithPast(
+            loss=loss,
+            diffusion_loss=diffusion_loss,
+            speech_token_num=speech_len if speech_tensors is not None else 0,
+            logits=logits,
+            past_key_values=outputs.past_key_values,
+            hidden_states=outputs.hidden_states,
+            attentions=outputs.attentions,
+        )
+
+AutoModel.register(VibeVoiceConfig, VibeVoiceModel)
+AutoModelForCausalLM.register(VibeVoiceConfig, VibeVoiceForConditionalGeneration)
+
+__all__ = [
+    "VibeVoiceModel",
+    "VibeVoicePreTrainedModel",
+    "VibeVoiceForConditionalGeneration",
+    "VibeVoiceCausalLMOutputWithPast",
+    "VibeVoiceGenerationOutput",
+]
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/modeling_vibevoice_inference.py b/VibeVoice-finetuning/src/vibevoice/modular/modeling_vibevoice_inference.py
new file mode 100644
index 0000000000000000000000000000000000000000..7e10af4a2bd1f5ba4ec454942e4a87bb312aa091
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/modular/modeling_vibevoice_inference.py
@@ -0,0 +1,715 @@
+from dataclasses import dataclass
+from typing import Dict, List, Optional, Tuple, Union, Callable
+from tqdm import tqdm
+import torch
+import torch.nn as nn
+
+from transformers.models.auto import AutoModel, AutoModelForCausalLM
+
+from transformers.generation import GenerationMixin, GenerationConfig, LogitsProcessor, LogitsProcessorList, StoppingCriteriaList
+from transformers.modeling_outputs import BaseModelOutputWithPast, ModelOutput
+from transformers import modeling_utils
+from transformers.modeling_utils import PreTrainedModel
+from transformers.modeling_flash_attention_utils import FlashAttentionKwargs
+from transformers.utils import logging
+
+
+# from .modular_vibevoice_tokenizer import VibeVoiceTokenizerStreamingCache, VibeVoiceAcousticTokenizerModel, VibeVoiceSemanticTokenizerModel
+from .modular_vibevoice_tokenizer import VibeVoiceTokenizerStreamingCache, VibeVoiceTokenizerEncoderOutput
+from .modular_vibevoice_diffusion_head import VibeVoiceDiffusionHead
+from vibevoice.schedule.dpm_solver import DPMSolverMultistepScheduler
+
+from .configuration_vibevoice import VibeVoiceConfig
+
+from .modular_vibevoice_text_tokenizer import VibeVoiceTextTokenizer, VibeVoiceTextTokenizerFast
+
+from .modeling_vibevoice import VibeVoiceModel, VibeVoicePreTrainedModel
+from .streamer import AudioStreamer, AsyncAudioStreamer
+
+logger = logging.get_logger(__name__)
+
+if not hasattr(modeling_utils, "ALL_PARALLEL_STYLES") or modeling_utils.ALL_PARALLEL_STYLES is None:
+    modeling_utils.ALL_PARALLEL_STYLES = ["tp", "none", "colwise", "rowwise"]
+
+@dataclass
+class VibeVoiceCausalLMOutputWithPast(BaseModelOutputWithPast):
+    logits: Optional[torch.FloatTensor] = None
+
+@dataclass
+class VibeVoiceGenerationOutput(ModelOutput):
+    """
+    Output type for VibeVoice generation.
+    
+    Args:
+        sequences (`torch.LongTensor` of shape `(batch_size, sequence_length)`):
+            The generated sequences. 
+        speech_outputs (`List[torch.FloatTensor]`, *optional*):
+            List of generated speech waveforms or latents for each speech segment.
+    """
+    sequences: torch.LongTensor = None
+    speech_outputs: Optional[List[torch.FloatTensor]] = None
+    reach_max_step_sample: Optional[torch.BoolTensor] = None
+
+class VibeVoiceTokenConstraintProcessor(LogitsProcessor):
+    """Constrains token generation to only valid tokens during speech generation."""
+    
+    def __init__(self, valid_token_ids: List[int], device: torch.device = None):
+        self.valid_token_ids = torch.tensor(valid_token_ids, dtype=torch.long, device=device)
+        
+    def __call__(self, input_ids: torch.LongTensor, scores: torch.FloatTensor) -> torch.FloatTensor:
+        # Create a mask for valid tokens
+        mask = torch.full_like(scores, float('-inf'))
+        mask[:, self.valid_token_ids] = 0
+        
+        # Apply mask to scores
+        scores = scores + mask
+        return scores
+    
+class VibeVoiceForConditionalGenerationInference(VibeVoicePreTrainedModel, GenerationMixin):
+    _tied_weights_keys = ["lm_head.weight"]
+    _tp_plan = {"lm_head": "colwise_rep"}
+
+    def __init__(self, config):
+        super().__init__(config)
+        
+        # Initialize the base model
+        self.model = VibeVoiceModel(config)
+        
+        # LM head for text generation
+        self.lm_head = nn.Linear(config.decoder_config.hidden_size, config.decoder_config.vocab_size, bias=False)
+        
+        # inference configuration
+        self.ddpm_inference_steps = config.diffusion_head_config.ddpm_num_inference_steps
+
+        # Initialize weights and apply final processing
+        self.post_init()
+
+    @property
+    def noise_scheduler(self):
+        return self.model.noise_scheduler
+
+    @property
+    def prediction_head(self):
+        return self.model.prediction_head
+    
+    @property
+    def speech_scaling_factor(self):
+        return self.model.speech_scaling_factor
+
+    @property
+    def speech_bias_factor(self):
+        return self.model.speech_bias_factor
+
+    @property
+    def acoustic_tokenizer(self):
+        return self.model.acoustic_tokenizer
+
+    @property
+    def semantic_tokenizer(self):
+        return self.model.semantic_tokenizer
+    
+    @property
+    def acoustic_connector(self):
+        return self.model.acoustic_connector
+
+    @property
+    def semantic_connector(self):
+        return self.model.semantic_connector
+        
+    def tie_weights(self):
+        """
+        Tie the weights between the input embeddings and the output embeddings.
+        """
+        # Tie lm_head.weight to language_model.embed_tokens.weight
+        if not getattr(self.config, 'tie_word_embeddings', False):
+            return
+         
+        if hasattr(self, 'lm_head') and hasattr(self.model.language_model, 'embed_tokens'):
+            self.lm_head.weight = self.model.language_model.embed_tokens.weight
+        
+    def get_input_embeddings(self):
+        return self.model.get_input_embeddings()
+    
+    def set_input_embeddings(self, value):
+        self.model.set_input_embeddings(value)
+    
+    def get_output_embeddings(self):
+        return self.lm_head
+    
+    def set_output_embeddings(self, new_embeddings):
+        self.lm_head = new_embeddings
+    
+    def set_speech_tokenizers(self, acoustic_tokenizer=None, semantic_tokenizer=None):
+        """Set the speech tokenizers used for encoding and decoding speech."""
+        self.model.set_speech_tokenizers(acoustic_tokenizer, semantic_tokenizer)
+    
+    def set_ddpm_inference_steps(self, num_steps=None):
+        self.ddpm_inference_steps = num_steps or self.config.diffusion_head_config.ddpm_num_inference_steps
+
+    def _process_speech_inputs(self, speech_tensors, speech_masks, speech_type="audio"):
+        """Process speech inputs through tokenizers and connectors."""
+        with torch.no_grad():
+            if speech_type == "audio":
+                # Encode audio to acoustic latents
+                encoder_output = self.model.acoustic_tokenizer.encode(speech_tensors.unsqueeze(1))
+                acoustic_latents = encoder_output.sample(dist_type=self.model.acoustic_tokenizer.std_dist_type)[0]
+                
+                # Apply scaling and bias
+                acoustic_features = (acoustic_latents + self.model.speech_bias_factor.to(acoustic_latents.device)) * self.model.speech_scaling_factor.to(acoustic_latents.device)
+                
+                # Connect to language model space
+                acoustic_connected = self.model.acoustic_connector(acoustic_features)[speech_masks.cpu()]
+                
+                return acoustic_features, acoustic_connected
+            elif speech_type == "pt":
+                encoder_output = VibeVoiceTokenizerEncoderOutput(mean=speech_tensors, std=self.acoustic_tokenizer.config.fix_std)
+                acoustic_latents = encoder_output.sample(dist_type=self.model.acoustic_tokenizer.std_dist_type)[0]
+                
+                # Apply scaling and bias
+                acoustic_features = (acoustic_latents + self.model.speech_bias_factor.to(acoustic_latents.device)) * self.model.speech_scaling_factor.to(acoustic_latents.device)
+                
+                # Connect to language model space
+                acoustic_connected = self.model.acoustic_connector(acoustic_features)[speech_masks.cpu()]
+                
+                return acoustic_features, acoustic_connected
+            else:
+                raise NotImplementedError(f"Speech type {speech_type} not implemented")
+    
+    # @can_return_tuple
+    def forward(
+        self,
+        input_ids: torch.LongTensor = None,
+        attention_mask: Optional[torch.Tensor] = None,
+        position_ids: Optional[torch.LongTensor] = None,
+        past_key_values: Optional[Tuple[Tuple[torch.FloatTensor]]] = None,
+        inputs_embeds: Optional[torch.FloatTensor] = None,
+        labels: Optional[torch.LongTensor] = None,
+        use_cache: Optional[bool] = None,
+        output_attentions: Optional[bool] = None,
+        output_hidden_states: Optional[bool] = None,
+        return_dict: Optional[bool] = None,
+        cache_position: Optional[torch.LongTensor] = None,
+        speech_tensors: Optional[torch.FloatTensor] = None,
+        speech_masks: Optional[torch.BoolTensor] = None,
+        speech_input_mask: Optional[torch.BoolTensor] = None,
+        logits_to_keep: Union[int, slice] = 0,
+        **kwargs,
+    ) -> Union[Tuple, VibeVoiceCausalLMOutputWithPast]:
+        """
+        Args:
+            labels (`torch.LongTensor` of shape `(batch_size, sequence_length)`, *optional*):
+                Labels for computing the masked language modeling loss. Indices should either be in `[0, ...,
+                config.vocab_size]` or -100 (see `input_ids` docstring). Tokens with indices set to `-100` are ignored
+                (masked), the loss is only computed for the tokens with labels in `[0, ..., config.vocab_size]`.
+            speech_tensors (`torch.FloatTensor`, *optional*):
+                Input speech waveforms for voice cloning or speech understanding.
+            speech_masks (`torch.BoolTensor`, *optional*):
+                Masks indicating valid speech frames.
+            speech_input_mask (`torch.BoolTensor`, *optional*):
+                Positions in the input sequence where speech embeddings should be inserted.
+        
+        Returns:
+            `VibeVoiceCausalLMOutputWithPast` or tuple
+        """
+        return_dict = return_dict if return_dict is not None else self.config.use_return_dict
+        
+        # Get embeddings
+        if inputs_embeds is None:
+            inputs_embeds = self.model.get_input_embeddings()(input_ids)
+        
+        # Process speech inputs if provided
+        if speech_tensors is not None and speech_masks is not None:
+            acoustic_features, speech_embeds = self._process_speech_inputs(speech_tensors.to(self.dtype), speech_masks)
+            if speech_input_mask is not None:
+                inputs_embeds[speech_input_mask] = speech_embeds
+
+        outputs = self.model(
+            inputs_embeds=inputs_embeds,
+            attention_mask=attention_mask,
+            position_ids=position_ids,
+            past_key_values=past_key_values,
+            use_cache=use_cache,
+            output_attentions=output_attentions,
+            output_hidden_states=output_hidden_states,
+            return_dict=return_dict,
+            cache_position=cache_position,
+            **kwargs,
+        )
+
+        hidden_states = outputs[0] if not return_dict else outputs.last_hidden_state
+        # Only compute necessary logits, and do not upcast them to float if we are not computing the loss
+        slice_indices = slice(-logits_to_keep, None) if isinstance(logits_to_keep, int) else logits_to_keep
+        logits = self.lm_head(hidden_states[:, slice_indices, :])
+                
+        if labels is not None:
+            raise NotImplementedError("Loss computation is not implemented in this version.")
+
+        return VibeVoiceCausalLMOutputWithPast(
+            logits=logits,
+            past_key_values=outputs.past_key_values,
+            last_hidden_state=hidden_states,
+            attentions=outputs.attentions,
+        )
+
+    def _build_generate_config_model_kwargs(self, generation_config, inputs, tokenizer, return_processors=False, **kwargs):
+        if generation_config is None:
+            generation_config = GenerationConfig(
+                bos_token_id=tokenizer.bos_token_id,
+                eos_token_id=tokenizer.eos_token_id,
+                pad_token_id = tokenizer.pad_token_id
+            )
+        else:
+            generation_config = GenerationConfig(
+                **generation_config,
+                bos_token_id=tokenizer.bos_token_id,
+                eos_token_id=tokenizer.eos_token_id,
+                pad_token_id = tokenizer.pad_token_id
+            )
+
+        generation_config, model_kwargs = self._prepare_generation_config(
+            generation_config, 
+            True, 
+            speech_start_id=tokenizer.speech_start_id, 
+            speech_end_id=tokenizer.speech_end_id, 
+            speech_diffusion_id=tokenizer.speech_diffusion_id, 
+            **kwargs
+        )
+        generation_config.speech_start_id = tokenizer.speech_start_id
+        generation_config.speech_end_id = tokenizer.speech_end_id
+        generation_config.speech_diffusion_id = tokenizer.speech_diffusion_id
+
+        inputs_tensor, model_input_name, model_kwargs = self._prepare_model_inputs(inputs, generation_config.bos_token_id, model_kwargs)
+        batch_size = inputs_tensor.shape[0]
+        device = self.device
+        
+        self._prepare_special_tokens(generation_config, True, device=device)
+        generation_config.use_cache = True
+        model_kwargs["use_cache"] = generation_config.use_cache
+        input_ids = inputs_tensor.to(self.device)
+
+        input_ids_length = input_ids.shape[1]
+        has_default_max_length = kwargs.get("max_length") is None and generation_config.max_length is not None
+        has_default_min_length = kwargs.get("min_length") is None and generation_config.min_length is not None
+        generation_config = self._prepare_generated_length(
+            generation_config=generation_config,
+            has_default_max_length=has_default_max_length,
+            has_default_min_length=has_default_min_length,
+            model_input_name=model_input_name,
+            inputs_tensor=inputs_tensor,
+            input_ids_length=input_ids_length,
+        )
+
+        max_cache_length = generation_config.max_length - 1
+        self._prepare_cache_for_generation(generation_config, model_kwargs, None, batch_size, max_cache_length, device)
+        model_kwargs['cache_position'] = torch.arange(input_ids_length, device=device, dtype=torch.long)
+        for k, v in model_kwargs.items():
+            if isinstance(v, torch.Tensor):
+                model_kwargs[k] = v.to(device=device)
+        
+        if return_processors:
+            logits_processor = self._get_logits_processor(
+                generation_config=generation_config,
+                input_ids_seq_length=input_ids_length,
+                encoder_input_ids=inputs_tensor,
+                prefix_allowed_tokens_fn=None,
+                logits_processor=LogitsProcessorList(),
+                device=inputs_tensor.device,
+                model_kwargs=model_kwargs,
+            )
+
+            stopping_criteria = self._get_stopping_criteria(generation_config=generation_config, stopping_criteria=StoppingCriteriaList())
+        
+            return generation_config, model_kwargs, input_ids, logits_processor, stopping_criteria
+        else:
+            return generation_config, model_kwargs, input_ids
+        
+    @torch.no_grad()
+    def generate(
+        self,
+        inputs: Optional[torch.Tensor] = None,
+        generation_config: Optional[GenerationConfig] = None,
+        logits_processor: Optional[LogitsProcessorList] = None,
+        stopping_criteria: Optional[StoppingCriteriaList] = None,
+        prefix_allowed_tokens_fn: Optional[Callable[[int, torch.Tensor], List[int]]] = None,
+        synced_gpus: Optional[bool] = None,
+        assistant_model: Optional["PreTrainedModel"] = None,
+        audio_streamer: Optional[Union[AudioStreamer, AsyncAudioStreamer]] = None,
+        negative_prompt_ids: Optional[torch.Tensor] = None,
+        negative_prompt_attention_mask: Optional[torch.Tensor] = None,
+        speech_tensors: Optional[torch.FloatTensor] = None,
+        speech_masks: Optional[torch.BoolTensor] = None,
+        speech_input_mask: Optional[torch.BoolTensor] = None,
+        return_speech: bool = True,
+        cfg_scale: float = 1.0,
+        stop_check_fn: Optional[Callable[[], bool]] = None,
+        **kwargs,
+    ) -> Union[torch.LongTensor, VibeVoiceGenerationOutput]:
+        """
+        Generates sequences of token ids and optionally speech outputs.
+        
+        Args:
+            All standard generation arguments from GenerationMixin
+            negative_prompt_ids: Negative prompt for CFG in speech generation
+            negative_prompt_attention_mask: Attention mask for negative prompt
+            speech_tensors: Input speech for voice cloning
+            speech_masks: Masks for speech tensors  
+            speech_input_mask: Positions to insert speech embeddings
+            return_speech: Whether to decode and return speech outputs
+            cfg_scale: CFG scale for speech generation
+            stop_check_fn: Optional callable that returns True if generation should stop
+ 
+        Returns:
+            Generated token sequences and optionally speech outputs
+        """
+        # 1. Handle `generation_config` and kwargs that might update it, and validate the `.generate()` call
+        tokenizer = kwargs.pop("tokenizer", None)  # Pull this out first, we only use it for stopping criteria
+        parsed_scripts = kwargs.pop("parsed_scripts", None)
+        all_speakers_list = kwargs.pop("all_speakers_list", None)
+        max_length_times = kwargs.pop("max_length_times", 2)
+
+        if kwargs.get('max_new_tokens', None) is None:
+            kwargs['max_new_tokens'] = self.config.decoder_config.max_position_embeddings - kwargs['input_ids'].shape[-1]
+
+        generation_config, model_kwargs, input_ids, logits_processor, stopping_criteria = self._build_generate_config_model_kwargs(
+            generation_config, inputs, tokenizer, return_processors=True, **kwargs
+        )
+        
+        negative_kwargs = {
+            'input_ids': torch.full((kwargs['input_ids'].shape[0], 1), tokenizer.speech_start_id, dtype=torch.long, device=kwargs['input_ids'].device),
+            'attention_mask':  torch.ones((kwargs['input_ids'].shape[0], 1), dtype=torch.long, device=kwargs['input_ids'].device),
+            'max_new_tokens': kwargs.get('max_new_tokens', 100) 
+        }
+        negative_generation_config, negative_model_kwargs, negative_input_ids = self._build_generate_config_model_kwargs(
+            None, None, tokenizer, return_processors=False, **negative_kwargs
+        )
+
+        acoustic_cache = VibeVoiceTokenizerStreamingCache()
+        semantic_cache = VibeVoiceTokenizerStreamingCache()
+        
+        batch_size = input_ids.shape[0]
+        device = input_ids.device
+        finished_tags = torch.zeros(batch_size, dtype=torch.bool, device=device)
+        correct_cnt = torch.zeros(batch_size, dtype=torch.long, device=device)
+        is_prefill = True
+        inputs_embeds = None
+        verbose = kwargs.get("verbose", False)
+
+        # Initialize audio chunks storage for each sample
+        audio_chunks = [[] for _ in range(batch_size)]
+
+        initial_length = input_ids.shape[-1]
+        initial_length_per_sample = model_kwargs['attention_mask'].sum(dim=-1)
+
+       # Define all valid tokens that can be generated
+        valid_tokens = [
+            generation_config.speech_start_id,
+            generation_config.speech_end_id, 
+            generation_config.speech_diffusion_id,
+            generation_config.eos_token_id
+        ]
+        # Add bos_token_id if it exists
+        if hasattr(generation_config, 'bos_token_id') and generation_config.bos_token_id is not None:
+            valid_tokens.append(generation_config.bos_token_id)
+        
+        # Add custom processor to constrain token generation
+        token_constraint_processor = VibeVoiceTokenConstraintProcessor(valid_tokens, device=device)
+        if logits_processor is None:
+            logits_processor = LogitsProcessorList()
+        logits_processor.append(token_constraint_processor)
+        
+        max_steps = min(generation_config.max_length - initial_length, int(max_length_times * initial_length))
+        max_step_per_sample = torch.min(generation_config.max_length - initial_length_per_sample, (max_length_times * initial_length_per_sample).long())
+        reach_max_step_sample = torch.zeros(batch_size, dtype=torch.bool, device=device)
+
+        # Create progress iterator if verbose
+        if kwargs.get("show_progress_bar", True):
+            progress_bar = tqdm(range(max_steps), desc="Generating", leave=False)
+        else:
+            progress_bar = range(max_steps)
+        
+        for step in progress_bar:
+            # Check for external stop signal
+            if stop_check_fn is not None and stop_check_fn():
+                if verbose:
+                    print(f"Generation stopped externally at step {step + 1}")
+                # End the audio streamer if it exists
+                if audio_streamer is not None:
+                    audio_streamer.end()
+                break
+            
+            # Check if audio_streamer has been ended (stopped externally)
+            if audio_streamer is not None and hasattr(audio_streamer, 'finished_flags'):
+                if any(audio_streamer.finished_flags):
+                    if verbose:
+                        print(f"Audio generation stopped externally at step {step + 1}")
+                    break
+            
+            if finished_tags.all():
+                if hasattr(progress_bar, 'set_description'):
+                    progress_bar.set_description("Generation complete")
+                break
+
+            if input_ids.shape[-1] >= generation_config.max_length:
+                print(f"Reached maximum generation length {generation_config.max_length}, stopped it.")
+                reached_samples = torch.arange(batch_size, device=device)[~finished_tags]
+                if reached_samples.numel() > 0:
+                    reach_max_step_sample[reached_samples] = True
+                break
+            
+            # Update progress bar description with active samples
+            if hasattr(progress_bar, 'set_description'):
+                active_samples = (~finished_tags).sum().item()
+                progress_bar.set_description(f"Generating (active: {active_samples}/{batch_size})")
+
+            model_inputs = self.prepare_inputs_for_generation(input_ids, **model_kwargs)
+            if is_prefill:
+                # we process the speech inputs only during the first generation step
+                prefill_inputs = {
+                    "speech_tensors": speech_tensors.to(device=device),
+                    "speech_masks": speech_masks.to(device),
+                    "speech_input_mask": speech_input_mask.to(device),
+                }
+                is_prefill = False
+            else:
+                _ = model_inputs.pop('inputs_embeds', None)
+                prefill_inputs = {'inputs_embeds': inputs_embeds}
+
+            # Forward pass through the model
+            outputs = self(
+                **model_inputs, **prefill_inputs, logits_to_keep=1, return_dict=True, output_attentions=False, output_hidden_states=False,
+            )
+            model_kwargs = self._update_model_kwargs_for_generation(
+                outputs, model_kwargs, is_encoder_decoder=False,
+            )
+
+            # Get logits and apply logits processor
+            next_token_logits = outputs.logits[:, -1, :].to(copy=True, dtype=torch.float32, device=input_ids.device)
+            # next_token_logits = outputs.logits[:, -1, :].to(copy=True, device=input_ids.device)
+            next_token_scores = logits_processor(input_ids, next_token_logits)
+            
+            # token selection
+            if generation_config.do_sample:
+                probs = nn.functional.softmax(next_token_scores, dim=-1)
+                # TODO (joao): this OP throws "skipping cudagraphs due to ['incompatible ops']", find solution
+                next_tokens = torch.multinomial(probs, num_samples=1).squeeze(1)
+            else:
+                next_tokens = torch.argmax(next_token_scores, dim=-1)
+
+            next_tokens[finished_tags] = generation_config.eos_token_id
+            input_ids = torch.cat([input_ids, next_tokens[:, None]], dim=-1)
+            
+            if not kwargs.get('refresh_negative', True):
+                negative_model_inputs = self.prepare_inputs_for_generation(negative_input_ids, **negative_model_kwargs)
+                # Forward negative pass through the model
+                if negative_model_inputs['inputs_embeds'] is None and inputs_embeds is not None:
+                    negative_model_inputs['inputs_embeds'] = inputs_embeds
+                    negative_model_inputs['input_ids'] = None
+
+                negative_outputs = self(
+                    **negative_model_inputs, logits_to_keep=0, return_dict=True, output_attentions=False, output_hidden_states=False,
+                )
+                negative_model_kwargs = self._update_model_kwargs_for_generation(
+                    negative_outputs, negative_model_kwargs, is_encoder_decoder=False,
+                )
+                negative_input_ids = torch.cat([negative_input_ids, next_tokens[:, None]], dim=-1)
+
+            # reached end of generation
+            if (next_tokens == generation_config.eos_token_id).any():
+                eos_indices = (next_tokens == generation_config.eos_token_id).nonzero(as_tuple=False).squeeze(1)
+                # Only print for samples that are newly finished (not already marked as finished)
+                new_eos_indices = eos_indices[~finished_tags[eos_indices]]
+                if new_eos_indices.numel() > 0:
+                    finished_tags[new_eos_indices] = True
+                    if verbose:
+                        print(f"Samples {new_eos_indices.tolist()} reached EOS token at step {step + 1}.", flush=True)
+                    if audio_streamer is not None:
+                        audio_streamer.end(new_eos_indices)
+
+            # Check if any sample reached its maximum generation length
+            max_length_reached = step >= max_step_per_sample
+            new_max_length_indices = torch.nonzero(max_length_reached & ~finished_tags, as_tuple=False).squeeze(1)
+            if new_max_length_indices.numel() > 0:
+                finished_tags[new_max_length_indices] = True
+                reach_max_step_sample[new_max_length_indices] = True
+                if verbose:
+                    print(f"Samples {new_max_length_indices.tolist()} reached max generation length at step {step + 1}.", flush=True)
+                if audio_streamer is not None:
+                    audio_streamer.end(new_max_length_indices)
+
+            # speech_end
+            diffusion_end_indices = (next_tokens == generation_config.speech_end_id).nonzero(as_tuple=False).squeeze(1)
+            if diffusion_end_indices.numel() > 0:
+                # Clear tokenizer caches for samples that reached speech end
+                acoustic_cache.set_to_zero(diffusion_end_indices)
+                semantic_cache.set_to_zero(diffusion_end_indices)
+            
+            # speech_begin
+            diffusion_start_indices = torch.arange(batch_size, device=device)[~finished_tags & (next_tokens == generation_config.speech_start_id)]
+            if diffusion_start_indices.numel() > 0 and kwargs.get('refresh_negative', True):
+                # update attention mask
+                for i, sample_idx in enumerate(diffusion_start_indices.tolist()):
+                    negative_model_kwargs['attention_mask'][sample_idx, :] = 0
+                    negative_model_kwargs['attention_mask'][sample_idx, -1] = 1
+                # update past key values
+                for layer_idx, (k_cache, v_cache) in enumerate(zip(negative_model_kwargs['past_key_values'].key_cache, 
+                                                                        negative_model_kwargs['past_key_values'].value_cache)):
+                    # Process each non-diffusion sample
+                    for sample_idx in diffusion_start_indices.tolist():
+                        # Shift cache for this sample
+                        k_cache[sample_idx, :, -1, :] = k_cache[sample_idx, :, 0, :].clone()
+                        v_cache[sample_idx, :, -1, :] = v_cache[sample_idx, :, 0, :].clone()
+                # update negative_input_ids
+                for sample_idx in diffusion_start_indices.tolist():
+                    negative_input_ids[sample_idx, -1] = generation_config.speech_start_id
+            
+            # Prepare inputs_embeds for next iteration
+            # Initialize with default embeddings for all tokens
+            next_inputs_embeds = self.model.get_input_embeddings()(next_tokens).unsqueeze(1)  # [batch_size, 1, hidden_size]
+            
+            # forward diffusion
+            # Diffusion indices are those that are not finished and not special tokens
+            diffusion_indices = torch.arange(batch_size, device=device)[~finished_tags & (next_tokens == generation_config.speech_diffusion_id)]
+            
+            if diffusion_indices.numel() > 0:
+                if kwargs.get('refresh_negative', True):
+                    negative_model_inputs = self.prepare_inputs_for_generation(negative_input_ids, **negative_model_kwargs)
+                    # Forward negative pass through the model
+                    if negative_model_inputs['inputs_embeds'] is None and inputs_embeds is not None:
+                        negative_model_inputs['inputs_embeds'] = inputs_embeds
+                        negative_model_inputs['input_ids'] = None
+
+                    negative_outputs = self(
+                        **negative_model_inputs, logits_to_keep=0, return_dict=True, output_attentions=False, output_hidden_states=False,
+                    )
+                    negative_model_kwargs = self._update_model_kwargs_for_generation(
+                        negative_outputs, negative_model_kwargs, is_encoder_decoder=False,
+                    )
+                    negative_input_ids = torch.cat([negative_input_ids, next_tokens[:, None]], dim=-1)
+                # correct the non-diffusion indices
+                # we forward all samples' negative outputs even if 
+                #   they are not in diffusion mode to keep the cache consistent
+                # So we need to correct the kv cache of non-diffusion samples
+                non_diffusion_mask = ~finished_tags & (next_tokens != generation_config.speech_diffusion_id)
+                if non_diffusion_mask.any():
+                    non_diffusion_indices = torch.arange(batch_size, device=device)[non_diffusion_mask]
+                    start_indices = correct_cnt[non_diffusion_indices]
+
+                    # 1. Update attention_mask - need to handle each sample separately
+                    seq_len = negative_model_kwargs['attention_mask'].shape[1]
+                    for i, (sample_idx, start_idx) in enumerate(zip(non_diffusion_indices.tolist(), start_indices.tolist())):
+                        # Shift the attention mask for this sample
+                        if start_idx + 1 < seq_len - 1:
+                            negative_model_kwargs['attention_mask'][sample_idx, start_idx+1:] = \
+                                negative_model_kwargs['attention_mask'][sample_idx, start_idx:-1].clone()
+                        negative_model_kwargs['attention_mask'][sample_idx, start_idx] = 0
+
+                    # 2. Update past_key_values
+                    for layer_idx, (k_cache, v_cache) in enumerate(zip(negative_model_kwargs['past_key_values'].key_cache, 
+                                                                        negative_model_kwargs['past_key_values'].value_cache)):
+                        # Process each non-diffusion sample
+                        for sample_idx, start_idx in zip(non_diffusion_indices.tolist(), start_indices.tolist()):
+                            if start_idx + 1 < k_cache.shape[2] - 1:
+                                # Shift cache for this sample
+                                k_cache[sample_idx, :, start_idx+1:, :] = k_cache[sample_idx, :, start_idx:-1, :].clone()
+                                v_cache[sample_idx, :, start_idx+1:, :] = v_cache[sample_idx, :, start_idx:-1, :].clone()
+                    
+                    # 3. Update negative_input_ids
+                    for sample_idx, start_idx in zip(non_diffusion_indices.tolist(), start_indices.tolist()):
+                        if start_idx + 1 < negative_input_ids.shape[1] - 1:
+                            negative_input_ids[sample_idx, start_idx+1:] = \
+                                negative_input_ids[sample_idx, start_idx:-1].clone()
+                                
+                    correct_cnt[non_diffusion_indices] += 1
+
+                positive_condition = outputs.last_hidden_state[diffusion_indices, -1, :]
+                negative_condition = negative_outputs.last_hidden_state[diffusion_indices, -1, :]
+                
+                speech_latent = self.sample_speech_tokens(
+                    positive_condition,
+                    negative_condition,
+                    cfg_scale=cfg_scale,
+                ).unsqueeze(1)
+                                
+                # Decode acoustic latent to audio using acoustic streaming cache
+                scaled_latent = speech_latent / self.model.speech_scaling_factor.to(speech_latent.device) - self.model.speech_bias_factor.to(speech_latent.device)
+                audio_chunk = self.model.acoustic_tokenizer.decode(
+                    scaled_latent.to(self.model.acoustic_tokenizer.device),
+                    cache=acoustic_cache,  # Use acoustic-specific cache
+                    sample_indices=diffusion_indices.to(self.model.acoustic_tokenizer.device),
+                    use_cache=True,
+                    debug=False
+                )
+                
+                # Store audio chunks for each sample
+                for i, sample_idx in enumerate(diffusion_indices):
+                    idx = sample_idx.item()
+                    # Only append audio chunk if the sample is not finished
+                    if not finished_tags[idx]:
+                        audio_chunks[idx].append(audio_chunk[i])
+
+                 # Add streaming support here
+                if audio_streamer is not None:
+                    # Stream the audio chunks immediately
+                    audio_streamer.put(audio_chunk, diffusion_indices)
+                    
+                # Encode audio to semantic features using semantic streaming cache
+                semantic_features = self.model.semantic_tokenizer.encode(
+                    audio_chunk,
+                    cache=semantic_cache,  # Use semantic-specific cache
+                    sample_indices=diffusion_indices,
+                    use_cache=True,
+                    debug=False
+                ).mean # semantic tokenizer has no VAE.
+                
+                # Combine acoustic and semantic features for next input
+                acoustic_embed = self.model.acoustic_connector(speech_latent)
+                semantic_embed = self.model.semantic_connector(semantic_features)
+                diffusion_embeds = acoustic_embed + semantic_embed
+
+                # Update embeddings for diffusion indices
+                next_inputs_embeds[diffusion_indices] = diffusion_embeds
+            
+            # Set inputs_embeds for next iteration
+            inputs_embeds = next_inputs_embeds
+
+        if audio_streamer is not None:
+            audio_streamer.end()
+
+        # Concatenate audio chunks for each sample
+        final_audio_outputs = []
+        for sample_chunks in audio_chunks:
+            if sample_chunks:
+                # Concatenate all chunks along the time dimension (assumed to be the last dimension)
+                concatenated_audio = torch.cat(sample_chunks, dim=-1)
+                final_audio_outputs.append(concatenated_audio)
+            else:
+                # If no audio was generated for this sample, append None
+                final_audio_outputs.append(None)
+
+        return VibeVoiceGenerationOutput(
+            sequences=input_ids,
+            speech_outputs=final_audio_outputs if return_speech else None,
+            reach_max_step_sample=reach_max_step_sample,
+        )
+    
+    @torch.no_grad()
+    def sample_speech_tokens(self, condition, neg_condition, cfg_scale=3.0):
+        self.model.noise_scheduler.set_timesteps(self.ddpm_inference_steps)
+        condition = torch.cat([condition, neg_condition], dim=0).to(self.model.prediction_head.device)
+        speech = torch.randn(condition.shape[0], self.config.acoustic_vae_dim).to(condition)
+        for t in self.model.noise_scheduler.timesteps:
+            half = speech[: len(speech) // 2]
+            combined = torch.cat([half, half], dim=0)
+            eps = self.model.prediction_head(combined, t.repeat(combined.shape[0]).to(combined), condition=condition)
+            cond_eps, uncond_eps = torch.split(eps, len(eps) // 2, dim=0)
+            half_eps = uncond_eps + cfg_scale * (cond_eps - uncond_eps)
+            eps = torch.cat([half_eps, half_eps], dim=0)
+            speech = self.model.noise_scheduler.step(eps, t, speech).prev_sample
+        return speech[: len(speech) // 2]
+    
+
+AutoModelForCausalLM.register(VibeVoiceConfig, VibeVoiceForConditionalGenerationInference)
+
+__all__ = [
+    "VibeVoiceForConditionalGenerationInference",
+]
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_diffusion_head.py b/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_diffusion_head.py
new file mode 100644
index 0000000000000000000000000000000000000000..59de50fb2fe80d6b1ba5a50c9de1ef9cffc4f614
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_diffusion_head.py
@@ -0,0 +1,287 @@
+import math
+from typing import Optional, Tuple, Union
+
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+
+from transformers.models.auto import AutoModel
+from transformers.modeling_utils import PreTrainedModel
+# from transformers.modeling_layers import GradientCheckpointingLayer
+from transformers.activations import ACT2FN
+from transformers.utils import logging
+
+from .configuration_vibevoice import VibeVoiceDiffusionHeadConfig
+
+
+logger = logging.get_logger(__name__)
+
+
+class RMSNorm(nn.Module):
+    def __init__(self, dim: int, eps: float = 1e-6, elementwise_affine=True, memory_efficient=False):
+        super().__init__()
+        self.dim = dim
+        self.eps = eps
+        self.elementwise_affine = elementwise_affine
+        if self.elementwise_affine:
+            self.weight = nn.Parameter(torch.ones(dim))
+        else:
+            self.register_parameter('weight', None)
+
+    def _norm(self, x):
+        return x * torch.rsqrt(x.pow(2).mean(-1, keepdim=True) + self.eps)
+
+    def forward(self, x):
+        output = self._norm(x.float()).type_as(x)
+        if self.weight is not None:
+            output = output * self.weight
+        return output
+
+    def extra_repr(self) -> str:
+        return f'dim={self.dim}, eps={self.eps}, elementwise_affine={self.elementwise_affine}'
+    
+def modulate(x, shift, scale):
+    """Apply modulation to input tensor."""
+    return x * (1 + scale) + shift
+
+
+class TimestepEmbedder(nn.Module):
+    """
+    Embeds scalar timesteps into vector representations.
+    
+    Args:
+        hidden_size (`int`): Size of the output embedding
+        frequency_embedding_size (`int`, optional): Size of the intermediate frequency embedding
+    """
+    def __init__(self, hidden_size, frequency_embedding_size=256):
+        super().__init__()
+        self.mlp = nn.Sequential(
+            nn.Linear(frequency_embedding_size, hidden_size, bias=False),
+            # nn.SiLU(),
+            ACT2FN['silu'],
+            nn.Linear(hidden_size, hidden_size, bias=False),
+        )
+        self.frequency_embedding_size = frequency_embedding_size
+
+    @staticmethod
+    def timestep_embedding(t, dim, max_period=10000):
+        """
+        Create sinusoidal timestep embeddings.
+        
+        Args:
+            t (`torch.Tensor`): A 1-D Tensor of N indices, one per batch element.
+                            These may be fractional.
+            dim (`int`): The dimension of the output.
+            max_period (`int`, optional): Controls the minimum frequency of the embeddings.
+            
+        Returns:
+            `torch.Tensor`: An [N, D] Tensor of positional embeddings.
+        """
+        half = dim // 2
+        freqs = torch.exp(
+            -math.log(max_period) * torch.arange(start=0, end=half, dtype=torch.float32) / half
+        ).to(t.device)
+        args = t[:, None].float() * freqs[None]
+        embedding = torch.cat([torch.cos(args), torch.sin(args)], dim=-1)
+        if dim % 2:
+            embedding = torch.cat([embedding, torch.zeros_like(embedding[:, :1])], dim=-1)
+        return embedding.to(t.dtype)
+
+    def forward(self, t):
+        t_freq = self.timestep_embedding(t, self.frequency_embedding_size)
+        t_emb = self.mlp(t_freq)
+        return t_emb
+
+
+class FeedForwardNetwork(nn.Module):
+    """
+    Standard feed-forward network with SwiGLU activation.
+    
+    Args:
+        embed_dim (`int`): Input dimension
+        ffn_dim (`int`): Hidden dimension
+    """
+    def __init__(
+        self,
+        embed_dim,
+        ffn_dim,
+    ):
+        super().__init__()
+        self.embed_dim = embed_dim
+        self.gate_proj = nn.Linear(self.embed_dim, ffn_dim, bias=False)
+        self.up_proj = nn.Linear(self.embed_dim, ffn_dim, bias=False)
+        self.down_proj = nn.Linear(ffn_dim, self.embed_dim, bias=False)
+        self.act_fn = ACT2FN['silu']  # Using SiLU as the activation function
+
+    def forward(self, x):
+        gate = self.gate_proj(x)
+        up = self.up_proj(x)
+        
+        # SwiGLU activation
+        # gate = F.silu(gate)
+        gate = self.act_fn(gate)
+        return self.down_proj(gate * up)
+
+    
+class HeadLayer(nn.Module):
+    """
+    A layer in the diffusion head.
+    
+    Args:
+        embed_dim (`int`): Input dimension
+        ffn_dim (`int`): Hidden dimension
+        cond_dim (`int`): Condition embedding dimension
+        norm_eps (`float`, optional): Epsilon for normalization
+    """
+    def __init__(
+        self,
+        embed_dim,
+        ffn_dim,
+        cond_dim,
+        norm_eps=1e-5,
+    ):
+        super().__init__()
+        self.embed_dim = embed_dim
+        self.cond_dim = cond_dim
+        self.ffn_dim = ffn_dim
+        self.ffn = FeedForwardNetwork(
+            self.embed_dim,
+            self.ffn_dim,
+        )
+        self.norm = RMSNorm(self.embed_dim, eps=norm_eps)
+        self.adaLN_modulation = nn.Sequential(
+            # nn.SiLU(),
+            ACT2FN['silu'],
+            nn.Linear(cond_dim, 3 * self.embed_dim, bias=False)
+        )
+
+    def forward(self, x, c):
+        shift_ffn, scale_ffn, gate_ffn = self.adaLN_modulation(c).chunk(3, dim=-1)
+        x = x + gate_ffn * self.ffn(modulate(self.norm(x), shift_ffn, scale_ffn))
+        return x
+
+
+class FinalLayer(nn.Module):
+    """
+    Final layer in the diffusion head.
+    
+    Args:
+        hidden_size (`int`): Input dimension
+        output_size (`int`): Output dimension
+        cond_size (`int`): Condition embedding dimension
+        norm_eps (`float`, optional): Epsilon for normalization
+    """
+    def __init__(self, hidden_size, output_size, cond_size, norm_eps=1e-5):
+        super().__init__()
+        self.norm_final = RMSNorm(hidden_size, eps=norm_eps, elementwise_affine=False)
+        self.linear = nn.Linear(hidden_size, output_size, bias=False)
+        self.adaLN_modulation = nn.Sequential(
+            # nn.SiLU(),
+            ACT2FN['silu'],
+            nn.Linear(cond_size, 2 * hidden_size, bias=False)
+        )
+
+    def forward(self, x, c):
+        shift, scale = self.adaLN_modulation(c).chunk(2, dim=-1)
+        x = modulate(self.norm_final(x), shift, scale)
+        x = self.linear(x)
+        return x
+
+
+class VibeVoiceDiffusionHead(PreTrainedModel):
+    """
+    Diffusion head model for vibevoice.
+    
+    Args:
+        config (`VibeVoiceDiffusionHeadConfig`): Model configuration
+        latent_size (`int`, optional): Size of the latent space. If not provided, uses `config.latent_size`.
+    """
+    config_class = VibeVoiceDiffusionHeadConfig
+    supports_gradient_checkpointing = True
+    _supports_flash_attn_2 = True  
+    _supports_sdpa = True  
+    
+    def __init__(
+        self,
+        config,
+    ):
+        super().__init__(config)
+        self.config = config
+        self.cond_dim = config.hidden_size
+        latent_size = config.latent_size
+        
+        self.noisy_images_proj = nn.Linear(latent_size, config.hidden_size, bias=False)
+        self.cond_proj = nn.Linear(config.hidden_size, self.cond_dim, bias=False)
+        self.t_embedder = TimestepEmbedder(self.cond_dim)
+        
+        ffn_dim = int(config.hidden_size * config.head_ffn_ratio)
+        
+        # Create the intermediate layers
+        self.layers = nn.ModuleList([
+            HeadLayer(
+                embed_dim=config.hidden_size,
+                ffn_dim=ffn_dim,
+                cond_dim=self.cond_dim,
+                norm_eps=config.rms_norm_eps
+            )
+            for _ in range(config.head_layers)
+        ])
+        
+        # Final layer for output
+        self.final_layer = FinalLayer(
+            hidden_size=config.hidden_size, 
+            output_size=latent_size,
+            cond_size=self.cond_dim,
+            norm_eps=config.rms_norm_eps
+        )
+        
+        self.initialize_weights()
+
+    def initialize_weights(self):
+        """Initialize the weights of the model."""
+        # Initialize timestep embedder
+        nn.init.normal_(self.t_embedder.mlp[0].weight, std=0.02)
+        nn.init.normal_(self.t_embedder.mlp[2].weight, std=0.02)
+
+        # Zero-out adaLN modulation layers
+        for layer in self.layers:
+            nn.init.constant_(layer.adaLN_modulation[-1].weight, 0)
+
+        # Zero-out output layers
+        nn.init.constant_(self.final_layer.adaLN_modulation[-1].weight, 0)
+        nn.init.constant_(self.final_layer.linear.weight, 0)
+
+    def forward(
+        self,
+        noisy_images,
+        timesteps,
+        condition,
+    ):
+        """
+        Forward pass of the prediction head.
+        
+        Args:
+            noisy_images (`torch.Tensor`): Noisy images/latents to denoise
+            timesteps (`torch.Tensor`): Timesteps for diffusion
+            condition (`torch.Tensor`): Conditioning information
+            
+        Returns:
+            `torch.Tensor`: The predicted noise/velocity
+        """
+        x = self.noisy_images_proj(noisy_images)
+        t = self.t_embedder(timesteps)
+        condition = self.cond_proj(condition)
+        c = condition + t
+        
+        for layer in self.layers:
+            x = layer(x, c)
+            
+        x = self.final_layer(x, c)
+        return x
+
+
+AutoModel.register(VibeVoiceDiffusionHeadConfig, VibeVoiceDiffusionHead)
+
+__all__ = [
+    "VibeVoiceDiffusionHead",
+]
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_text_tokenizer.py b/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_text_tokenizer.py
new file mode 100644
index 0000000000000000000000000000000000000000..bfa7bdd18783d67d488371071cc6425ceb80b376
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_text_tokenizer.py
@@ -0,0 +1,214 @@
+"""Tokenization classes for vibevoice."""
+
+from typing import List, Optional, Union
+
+from transformers.utils import logging
+from transformers.models.qwen2.tokenization_qwen2 import Qwen2Tokenizer
+from transformers.models.qwen2.tokenization_qwen2_fast import Qwen2TokenizerFast
+
+logger = logging.get_logger(__name__)
+
+
+class VibeVoiceTextTokenizer(Qwen2Tokenizer):
+    """
+    Construct a VibeVoice tokenizer. Based on the Qwen2 tokenizer with additional special tokens for speech.
+    
+    Args:
+        vocab_file (`str`):
+            Path to the vocabulary file.
+        merges_file (`str`):
+            Path to the merges file.
+        errors (`str`, *optional*, defaults to `"replace"`):
+            Paradigm to follow when decoding bytes to UTF-8.
+        unk_token (`str`, *optional*, defaults to `"<|endoftext|>"`):
+            The unknown token.
+        bos_token (`str`, *optional*):
+            The beginning of sequence token. Not used for vibevoice.
+        eos_token (`str`, *optional*, defaults to `"<|endoftext|>"`):
+            The end of sequence token.
+        pad_token (`str`, *optional*, defaults to `"<|endoftext|>"`):
+            The token used for padding.
+        add_special_tokens (`bool`, *optional*, defaults to `True`):
+            Whether or not to add special tokens when encoding.
+    """
+
+    model_input_names = ["input_ids", "attention_mask"]
+
+    def __init__(
+        self,
+        vocab_file,
+        merges_file,
+        errors="replace",
+        unk_token="<|endoftext|>",
+        bos_token=None,
+        eos_token="<|endoftext|>",
+        pad_token="<|endoftext|>",
+        add_prefix_space=False,
+        add_special_tokens=True,
+        **kwargs,
+    ):
+        super().__init__(
+            vocab_file=vocab_file,
+            merges_file=merges_file,
+            errors=errors,
+            unk_token=unk_token,
+            bos_token=bos_token,
+            eos_token=eos_token,
+            pad_token=pad_token,
+            add_prefix_space=add_prefix_space,
+            add_special_tokens=add_special_tokens,
+            **kwargs,
+        )
+        
+        # Add VibeVoice-specific special tokens
+        self._add_vibevoice_special_tokens()
+        
+    def _add_vibevoice_special_tokens(self):
+        """Add VibeVoice-specific special tokens."""
+        special_tokens = {
+            "additional_special_tokens": [
+                "<|vision_start|>",  # Speech start (reusing vision tokens)
+                "<|vision_end|>",  # Speech end
+                "<|vision_pad|>",  # Speech diffusion pad
+            ]
+        }
+        num_added = self.add_special_tokens(special_tokens)
+        
+        # Cache special token IDs
+        self._speech_start_id = self.convert_tokens_to_ids("<|vision_start|>")
+        self._speech_end_id = self.convert_tokens_to_ids("<|vision_end|>")
+        self._speech_diffusion_id = self.convert_tokens_to_ids("<|vision_pad|>")
+        
+        self._eos_id = self.convert_tokens_to_ids('<|endoftext|>')
+
+        return num_added
+    
+    @property
+    def eos_id(self) -> int:
+        """Id of the end of sequence token."""
+        return self._eos_id
+    
+    @property
+    def speech_start_id(self) -> int:
+        """Id of the speech start token."""
+        return self._speech_start_id
+    
+    @property
+    def speech_end_id(self) -> int:
+        """Id of the speech end token."""
+        return self._speech_end_id
+    
+    @property
+    def speech_diffusion_id(self) -> int:
+        """Id of the speech diffusion token."""
+        return self._speech_diffusion_id
+    
+    @property
+    def pad_id(self) -> int:
+        """Id used for padding (returns -100 for loss masking)."""
+        return -100
+
+
+class VibeVoiceTextTokenizerFast(Qwen2TokenizerFast):
+    """
+    Construct a "fast" VibeVoice tokenizer (backed by HuggingFace's *tokenizers* library).
+    Based on the Qwen2 tokenizer with additional special tokens for speech.
+    
+    Args:
+        vocab_file (`str`, *optional*):
+            Path to the vocabulary file.
+        merges_file (`str`, *optional*):
+            Path to the merges file.
+        tokenizer_file (`str`, *optional*):
+            Path to [tokenizers](https://github.com/huggingface/tokenizers) file.
+        unk_token (`str`, *optional*, defaults to `"<|endoftext|>"`):
+            The unknown token.
+        bos_token (`str`, *optional*):
+            The beginning of sequence token. Not used for vibevoice.
+        eos_token (`str`, *optional*, defaults to `"<|endoftext|>"`):
+            The end of sequence token.
+        pad_token (`str`, *optional*, defaults to `"<|endoftext|>"`):
+            The token used for padding.
+    """
+
+    model_input_names = ["input_ids", "attention_mask"]
+
+    def __init__(
+        self,
+        vocab_file=None,
+        merges_file=None,
+        tokenizer_file=None,
+        unk_token="<|endoftext|>",
+        bos_token=None,
+        eos_token="<|endoftext|>",
+        pad_token="<|endoftext|>",
+        add_prefix_space=False,
+        **kwargs,
+    ):
+        super().__init__(
+            vocab_file=vocab_file,
+            merges_file=merges_file,
+            tokenizer_file=tokenizer_file,
+            unk_token=unk_token,
+            bos_token=bos_token,
+            eos_token=eos_token,
+            pad_token=pad_token,
+            add_prefix_space=add_prefix_space,
+            **kwargs,
+        )
+        
+        # Add VibeVoice-specific special tokens
+        self._add_vibevoice_special_tokens()
+        
+    def _add_vibevoice_special_tokens(self):
+        """Add VibeVoice-specific special tokens."""
+        special_tokens = {
+            "additional_special_tokens": [
+                "<|vision_start|>",  # Speech start (reusing vision tokens)
+                "<|vision_end|>",  # Speech end
+                "<|vision_pad|>",  # Speech diffusion pad
+            ]
+        }
+        num_added = self.add_special_tokens(special_tokens)
+        
+        # Cache special token IDs
+        self._speech_start_id = self.convert_tokens_to_ids("<|vision_start|>")
+        self._speech_end_id = self.convert_tokens_to_ids("<|vision_end|>")
+        self._speech_diffusion_id = self.convert_tokens_to_ids("<|vision_pad|>")
+
+        # self._eos_id = self.convert_tokens_to_ids('<|endoftext|>')
+        self._eos_id = self.eos_token_id # qwen2 / qwen3
+        self._pad_id = self.convert_tokens_to_ids('<|image_pad|>')
+        
+        return num_added
+    
+    @property
+    def eos_id(self) -> int:
+        """Id of the end of sequence token."""
+        return self._eos_id
+    
+    @property
+    def speech_start_id(self) -> int:
+        """Id of the speech start token."""
+        return self._speech_start_id
+    
+    @property
+    def speech_end_id(self) -> int:
+        """Id of the speech end token."""
+        return self._speech_end_id
+    
+    @property
+    def speech_diffusion_id(self) -> int:
+        """Id of the speech diffusion token."""
+        return self._speech_diffusion_id
+    
+    @property
+    def pad_id(self) -> int:
+        """Id used for padding (returns -100 for loss masking)."""
+        return self._pad_id
+
+
+__all__ = [
+    "VibeVoiceTextTokenizer", 
+    "VibeVoiceTextTokenizerFast", 
+]
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_tokenizer.py b/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_tokenizer.py
new file mode 100644
index 0000000000000000000000000000000000000000..fbd5182f82ba61898a09b762ec20e6f34270d053
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_tokenizer.py
@@ -0,0 +1,1195 @@
+import math
+import typing as tp
+from functools import partial
+from dataclasses import dataclass, field
+from typing import Dict, List, Optional, Tuple, Union
+import copy
+
+import numpy as np
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+
+from transformers.models.auto import AutoModel
+
+from transformers.configuration_utils import PretrainedConfig
+from transformers.utils import logging
+from transformers.modeling_utils import PreTrainedModel
+from transformers.activations import ACT2FN
+
+from .configuration_vibevoice import VibeVoiceAcousticTokenizerConfig, VibeVoiceSemanticTokenizerConfig
+
+logger = logging.get_logger(__name__)
+
+import os
+# Try to import APEX FusedRMSNorm
+try:
+    from apex.normalization.fused_layer_norm import fused_rms_norm_affine
+    APEX_AVAILABLE = True
+    logger.info("APEX FusedRMSNorm is available and will be used for optimization")
+    if int(os.getenv("OPTIMIZE_FOR_SPEED", "0")) == 0:
+        APEX_AVAILABLE = False
+        logger.warning("APEX FusedRMSNorm is disabled by environment variable OPTIMIZE_FOR_SPEED=0")
+except ImportError:
+    APEX_AVAILABLE = False
+    logger.warning("APEX FusedRMSNorm not available, using native implementation")
+# APEX_AVAILABLE=False
+
+# Normalization modules
+class ConvLayerNorm(nn.LayerNorm):
+    """
+    Convolution-friendly LayerNorm that moves channels to last dimensions
+    before running the normalization and moves them back to original position right after.
+    """
+    def __init__(self, normalized_shape: tp.Union[int, tp.List[int], torch.Size], **kwargs):
+        super().__init__(normalized_shape, **kwargs)
+
+    def forward(self, x):
+        x = x.transpose(1, 2)  # b ... t -> b t ...
+        x = nn.functional.layer_norm(x.float(), self.normalized_shape, self.weight.float(), self.bias.float(), self.eps).type_as(x) 
+        x = x.transpose(1, 2)  # b t ... -> b ... t
+        return x
+    
+class RMSNorm(nn.Module):
+    def __init__(self, dim: int, eps: float = 1e-5, elementwise_affine=True, weight_shape=None):
+        super().__init__()
+        self.dim = dim
+        self.eps = eps
+        self.elementwise_affine = elementwise_affine
+        if self.elementwise_affine:
+            weight_shape = (dim,) if weight_shape is None else weight_shape
+            self.weight = nn.Parameter(torch.ones(weight_shape))
+        else:
+            self.register_parameter('weight', None)
+
+    def _norm(self, x):
+        return x * torch.rsqrt(x.pow(2).mean(-1, keepdim=True) + self.eps)
+
+    def forward(self, x):
+        output = self._norm(x.float()).type_as(x)
+        if self.weight is not None:
+            output = output * self.weight
+        return output
+
+    def extra_repr(self) -> str:
+        return f'dim={self.dim}, eps={self.eps}, elementwise_affine={self.elementwise_affine}'
+
+class ConvRMSNorm(RMSNorm):
+    def __init__(self, dim: int, eps: float = 1e-5, elementwise_affine=True, weight_shape=None):
+        super().__init__(dim, eps, elementwise_affine, weight_shape)
+
+    def forward(self, x):
+        x = x.transpose(1, 2)  # b ... t -> b t ...
+        if (not APEX_AVAILABLE) or (not self.elementwise_affine):
+            # Fallback to native implementation
+            output = self._norm(x.float()).type_as(x)
+            if self.weight is not None:
+                output = output * self.weight
+        else:
+            output = fused_rms_norm_affine(x, self.weight, self.weight.shape, self.eps)
+        output = output.transpose(1, 2)  # b t ... -> b ... t
+        return output
+
+# Convolutional layers and utilities
+CONV_NORMALIZATIONS = frozenset(['none', 'weight_norm', 'spectral_norm',
+                                'time_layer_norm', 'layer_norm', 'time_group_norm'])
+
+
+def apply_parametrization_norm(module: nn.Module, norm: str = 'none') -> nn.Module:
+    assert norm in CONV_NORMALIZATIONS
+    if norm == 'weight_norm':
+        return nn.utils.weight_norm(module)
+    elif norm == 'spectral_norm':
+        return nn.utils.spectral_norm(module)
+    else:
+        # We already check was in CONV_NORMALIZATION, so any other choice
+        # doesn't need reparametrization.
+        return module
+
+
+def get_norm_module(module: nn.Module, causal: bool = False, norm: str = 'none', **norm_kwargs) -> nn.Module:
+    """Return the proper normalization module. If causal is True, this will ensure the returned
+    module is causal, or return an error if the normalization doesn't support causal evaluation.
+    """
+    assert norm in CONV_NORMALIZATIONS
+    if norm == 'layer_norm':
+        assert isinstance(module, nn.modules.conv._ConvNd)
+        return ConvLayerNorm(module.out_channels, **norm_kwargs)
+    elif norm == 'time_group_norm':
+        if causal:
+            raise ValueError("GroupNorm doesn't support causal evaluation.")
+        assert isinstance(module, nn.modules.conv._ConvNd)
+        return nn.GroupNorm(1, module.out_channels, **norm_kwargs)
+    else:
+        return nn.Identity()
+
+
+def get_extra_padding_for_conv1d(x: torch.Tensor, kernel_size: int, stride: int,
+                                padding_total: int = 0) -> int:
+    """Calculate extra padding needed for convolution to have the same output length"""
+    length = x.shape[-1]
+    n_frames = (length - kernel_size + padding_total) / stride + 1
+    ideal_length = (math.ceil(n_frames) - 1) * stride + (kernel_size - padding_total)
+    return ideal_length - length
+
+
+def pad1d(x: torch.Tensor, paddings: tp.Tuple[int, int], mode: str = 'zero', value: float = 0.):
+    """Pad 1D input with handling for small inputs in reflect mode"""
+    length = x.shape[-1]
+    padding_left, padding_right = paddings
+    assert padding_left >= 0 and padding_right >= 0, (padding_left, padding_right)
+    if mode == 'reflect':
+        max_pad = max(padding_left, padding_right)
+        extra_pad = 0
+        if length <= max_pad:
+            extra_pad = max_pad - length + 1
+            x = F.pad(x, (0, extra_pad))
+        padded = F.pad(x, paddings, mode, value)
+        end = padded.shape[-1] - extra_pad
+        return padded[..., :end]
+    else:
+        return F.pad(x, paddings, mode, value)
+
+
+def unpad1d(x: torch.Tensor, paddings: tp.Tuple[int, int]):
+    """Remove padding from x, handling properly zero padding. Only for 1d!"""
+    padding_left, padding_right = paddings
+    assert padding_left >= 0 and padding_right >= 0, (padding_left, padding_right)
+    assert (padding_left + padding_right) <= x.shape[-1]
+    end = x.shape[-1] - padding_right
+    return x[..., padding_left: end]
+
+
+class NormConv1d(nn.Module):
+    """Wrapper around Conv1d and normalization applied to this conv"""
+    def __init__(self, *args, causal: bool = False, norm: str = 'none',
+                norm_kwargs: tp.Dict[str, tp.Any] = {}, **kwargs):
+        super().__init__()
+        self.conv = apply_parametrization_norm(nn.Conv1d(*args, **kwargs), norm)
+        self.norm = get_norm_module(self.conv, causal, norm, **norm_kwargs)
+        self.norm_type = norm
+
+    def forward(self, x):
+        x = self.conv(x)
+        x = self.norm(x)
+        return x
+
+
+class NormConvTranspose1d(nn.Module):
+    """Wrapper around ConvTranspose1d and normalization applied to this conv"""
+    def __init__(self, *args, causal: bool = False, norm: str = 'none',
+                norm_kwargs: tp.Dict[str, tp.Any] = {}, **kwargs):
+        super().__init__()
+        self.convtr = apply_parametrization_norm(nn.ConvTranspose1d(*args, **kwargs), norm)
+        self.norm = get_norm_module(self.convtr, causal, norm, **norm_kwargs)
+        self.norm_type = norm
+
+    def forward(self, x):
+        x = self.convtr(x)
+        x = self.norm(x)
+        return x
+
+
+class VibeVoiceTokenizerStreamingCache:
+    """Cache for streaming convolution, similar to KV cache in attention"""
+    def __init__(self):
+        self.cache = {}  # Dict mapping (layer_id, sample_idx) to state tensor
+        
+    def get(self, layer_id: str, sample_indices: torch.Tensor) -> Optional[torch.Tensor]:
+        """Get cached states for given layer and sample indices"""
+        states = []
+        max_length = 0
+        
+        # First pass: collect states and find max length
+        for idx in sample_indices.tolist():
+            key = (layer_id, idx)
+            if key not in self.cache:
+                return None  # If any sample is missing, return None
+            state = self.cache[key]
+            states.append(state)
+            max_length = max(max_length, state.shape[-1])
+        
+        # Second pass: pad states to max length if needed
+        if len(states) > 0 and states[0].dim() >= 2:
+            padded_states = []
+            for state in states:
+                if state.shape[-1] < max_length:
+                    # Pad on the time dimension (last dimension)
+                    pad_size = max_length - state.shape[-1]
+                    # Pad with zeros on the LEFT to align the most recent samples
+                    padded_state = F.pad(state, (pad_size, 0), mode='constant', value=0)
+                    padded_states.append(padded_state)
+                else:
+                    padded_states.append(state)
+            return torch.stack(padded_states, dim=0)
+        else:
+            return torch.stack(states, dim=0)
+    
+    def set(self, layer_id: str, sample_indices: torch.Tensor, states: torch.Tensor):
+        """Set cached states for given layer and sample indices"""
+        for i, idx in enumerate(sample_indices.tolist()):
+            key = (layer_id, idx)
+            self.cache[key] = states[i].detach()
+
+    def set_to_zero(self, sample_indices: torch.Tensor):
+        """Set all cached states to zero for given sample indices"""
+        for key in list(self.cache.keys()):
+            layer_id, sample_idx = key
+            if sample_idx in sample_indices.tolist():
+                # Create zero tensor with same shape and dtype as cached tensor
+                cached_tensor = self.cache[key]
+                self.cache[key] = torch.zeros_like(cached_tensor)
+                
+    def clear(self, layer_id: Optional[str] = None, sample_indices: Optional[torch.Tensor] = None):
+        """Clear cache for specific layer/samples or everything"""
+        if layer_id is None and sample_indices is None:
+            self.cache.clear()
+        elif layer_id is not None and sample_indices is None:
+            # Clear all samples for a specific layer
+            keys_to_remove = [k for k in self.cache.keys() if k[0] == layer_id]
+            for k in keys_to_remove:
+                del self.cache[k]
+        elif layer_id is not None and sample_indices is not None:
+            # Clear specific samples for a specific layer
+            for idx in sample_indices.tolist():
+                key = (layer_id, idx)
+                self.cache.pop(key, None)
+
+class SConv1d(nn.Module):
+    """Conv1d with built-in handling of asymmetric or causal padding and normalization."""
+    def __init__(self, in_channels: int, out_channels: int,
+                kernel_size: int, stride: int = 1, dilation: int = 1,
+                groups: int = 1, bias: bool = True, causal: bool = False,
+                norm: str = 'none', norm_kwargs: tp.Dict[str, tp.Any] = {},
+                pad_mode: str = 'reflect'):
+        super().__init__()
+        self.conv = NormConv1d(in_channels, out_channels, kernel_size, stride,
+                            dilation=dilation, groups=groups, bias=bias, causal=causal,
+                            norm=norm, norm_kwargs=norm_kwargs)
+        self.causal = causal
+        self.pad_mode = pad_mode
+        
+        # Store configuration
+        self.kernel_size = kernel_size
+        self.dilation = dilation
+        self.stride = stride
+        self.in_channels = in_channels
+        self.out_channels = out_channels
+        
+        # For causal convolution, we need to maintain kernel_size - 1 samples as context
+        # need to check use which context_size is more suitable
+        # self.context_size = (kernel_size - 1) * dilation
+        self.context_size = (kernel_size - 1) * dilation - (stride - 1)
+        
+        # For non-streaming mode, calculate padding
+        self.padding_total = (kernel_size - 1) * dilation - (stride - 1)
+        
+        # Create a unique layer ID for cache management
+        self._layer_id = None
+                  
+    @property
+    def layer_id(self):
+        if self._layer_id is None:
+            self._layer_id = f"sconv1d_{id(self)}"
+        return self._layer_id
+        
+    def forward(self, x: torch.Tensor, 
+                cache: Optional[VibeVoiceTokenizerStreamingCache] = None,
+                sample_indices: Optional[torch.Tensor] = None,
+                use_cache: bool = False,
+                debug: bool = False) -> torch.Tensor:
+        """
+        Forward pass with optional streaming support via cache.
+        
+        Args:
+            x: Input tensor [batch_size, channels, time]
+            cache: VibeVoiceTokenizerStreamingCache object for maintaining states
+            sample_indices: Indices identifying each sample for cache management
+            use_cache: Whether to use cached states for streaming
+            debug: Whether to print debug information
+            
+        Returns:
+            Output tensor
+        """
+        B, C, T = x.shape
+        
+        # Non-streaming mode
+        if not use_cache or cache is None:
+            return self._forward_non_streaming(x, debug=debug)
+        
+        # Streaming mode
+        assert self.causal, "Streaming mode is only supported for causal convolutions"
+        assert sample_indices is not None, "sample_indices must be provided for streaming mode"
+        assert len(sample_indices) == B, "sample_indices must match batch size"
+        
+        return self._forward_streaming(x, cache, sample_indices, debug)
+    
+    def _forward_streaming(self, x: torch.Tensor, 
+                          cache: VibeVoiceTokenizerStreamingCache,
+                          sample_indices: torch.Tensor,
+                          debug: bool = False) -> torch.Tensor:
+        """Streaming forward pass with cache operations kept separate from compiled code"""
+        B, C, T = x.shape
+        
+        # Cache operations (not compiled)
+        cached_states = cache.get(self.layer_id, sample_indices)
+        
+        if cached_states is None:
+            # First chunk - initialize with zeros for context
+            if self.context_size > 0:
+                cached_states = torch.zeros(B, C, self.context_size, device=x.device, dtype=x.dtype)
+                if debug:
+                    print(f"[DEBUG] Initialized cache with shape: {cached_states.shape}, context_size={self.context_size}")
+            else:
+                cached_states = torch.zeros(B, C, 0, device=x.device, dtype=x.dtype)
+                if debug:
+                    print(f"[DEBUG] No context needed (kernel_size=stride)")
+        
+        # Concatenate cached states with input
+        if cached_states.shape[2] > 0:
+            input_with_context = torch.cat([cached_states, x], dim=2)
+        else:
+            input_with_context = x
+            
+        if debug:
+            print(f"[DEBUG] Input shape: {x.shape}, Cache shape: {cached_states.shape}, Combined: {input_with_context.shape}")
+        
+        # Apply convolution directly - no extra padding in streaming mode
+        # The conv layer will handle its own padding internally
+        output = self.conv(input_with_context)
+
+        if debug:
+            print(f"[DEBUG] Output shape: {output.shape}")
+        
+        # Update cache for next chunk
+        if self.context_size > 0:
+            # Calculate how many samples to keep
+            total_input_length = input_with_context.shape[2]
+            
+            # Keep the last context_size samples
+            if total_input_length >= self.context_size:
+                new_cache_start = total_input_length - self.context_size
+                new_cache = input_with_context[:, :, new_cache_start:]
+            else:
+                # If we have less than context_size samples, keep everything
+                new_cache = input_with_context
+                
+            if debug:
+                print(f"[DEBUG] New cache shape: {new_cache.shape}")
+                
+            cache.set(self.layer_id, sample_indices, new_cache)
+        
+        return output
+    
+    def _forward_non_streaming(self, x: torch.Tensor, debug: bool = False) -> torch.Tensor:
+        """Standard forward pass without streaming"""
+        B, C, T = x.shape
+        kernel_size = self.kernel_size
+        stride = self.stride
+        dilation = self.dilation
+        padding_total = self.padding_total
+        
+        # Compute extra padding for stride alignment
+        extra_padding = get_extra_padding_for_conv1d(x, kernel_size, stride, padding_total)
+        
+        if debug:
+            print(f"[DEBUG NON-STREAMING] Input shape: {x.shape}, padding_total={padding_total}, extra_padding={extra_padding}")
+        
+        if self.causal:
+            # Left padding for causal
+            if self.pad_mode == 'constant':
+                x = pad1d(x, (padding_total, extra_padding), mode=self.pad_mode, value=0)
+            else:
+                x = pad1d(x, (padding_total, extra_padding), mode=self.pad_mode)
+        else:
+            # Symmetric padding for non-causal
+            padding_right = padding_total // 2
+            padding_left = padding_total - padding_right
+            x = pad1d(x, (padding_left, padding_right + extra_padding), mode=self.pad_mode)
+        
+        if debug:
+            print(f"[DEBUG NON-STREAMING] After padding: {x.shape}")
+            
+        output = self.conv(x)
+        
+        if debug:
+            print(f"[DEBUG NON-STREAMING] Output shape: {output.shape}")
+        
+        return output
+
+
+class SConvTranspose1d(nn.Module):
+    """ConvTranspose1d with built-in handling of asymmetric or causal padding and normalization."""
+    def __init__(self, in_channels: int, out_channels: int,
+                kernel_size: int, stride: int = 1, causal: bool = False,
+                norm: str = 'none', trim_right_ratio: float = 1.,
+                norm_kwargs: tp.Dict[str, tp.Any] = {}, bias: bool = True):
+        super().__init__()
+        self.convtr = NormConvTranspose1d(in_channels, out_channels, kernel_size, stride,
+                                        causal=causal, norm=norm, norm_kwargs=norm_kwargs, bias=bias)
+        self.causal = causal
+        self.trim_right_ratio = trim_right_ratio
+        assert self.causal or self.trim_right_ratio == 1., \
+            "`trim_right_ratio` != 1.0 only makes sense for causal convolutions"
+        assert self.trim_right_ratio >= 0. and self.trim_right_ratio <= 1.
+
+        # Store configuration
+        self.kernel_size = kernel_size
+        self.stride = stride
+        self.in_channels = in_channels
+        self.out_channels = out_channels
+        
+        # For transposed convolution, padding calculation is different
+        self.padding_total = kernel_size - stride
+        
+        # For streaming, we need to keep track of input history
+        # Transposed conv needs to see multiple input samples to produce correct output
+        self.context_size = kernel_size - 1
+        
+        # Create a unique layer ID for cache management
+        self._layer_id = None
+
+    @property
+    def layer_id(self):
+        if self._layer_id is None:
+            self._layer_id = f"sconvtr1d_{id(self)}"
+        return self._layer_id
+    
+    def forward(self, x: torch.Tensor,
+                cache: Optional[VibeVoiceTokenizerStreamingCache] = None,
+                sample_indices: Optional[torch.Tensor] = None,
+                use_cache: bool = False,
+                debug: bool = False) -> torch.Tensor:
+        """
+        Forward pass with optional streaming support via cache.
+        """
+        B, C, T = x.shape
+        
+        # Non-streaming mode
+        if not use_cache or cache is None:
+            return self._forward_non_streaming(x, debug=debug)
+        
+        # Streaming mode
+        assert sample_indices is not None, "sample_indices must be provided for streaming mode"
+        assert len(sample_indices) == B, "sample_indices must match batch size"
+        
+        return self._forward_streaming(x, cache, sample_indices, debug)
+    
+    def _forward_streaming(self, x: torch.Tensor,
+                          cache: VibeVoiceTokenizerStreamingCache,
+                          sample_indices: torch.Tensor,
+                          debug: bool = False) -> torch.Tensor:
+        """Streaming forward pass with cache operations kept separate from compiled code"""
+        B, C, T = x.shape
+        
+        # Cache operations (not compiled)
+        cached_input = cache.get(self.layer_id, sample_indices)
+        
+        if cached_input is None:
+            # First chunk - no history yet
+            cached_input = torch.zeros(B, C, 0, device=x.device, dtype=x.dtype)
+            if debug:
+                print(f"[DEBUG] Initialized empty cache for transposed conv")
+        
+        # Concatenate cached input with new input
+        full_input = torch.cat([cached_input, x], dim=2)
+        
+        if debug:
+            print(f"[DEBUG] Input shape: {x.shape}, Cache shape: {cached_input.shape}, Combined: {full_input.shape}")
+        
+        # First chunk or debug mode - use uncompiled version
+        full_output = self.convtr(full_input)
+        
+        if debug:
+            print(f"[DEBUG] Full transposed conv output shape: {full_output.shape}")
+        
+        # Calculate padding to remove
+        if self.causal:
+            padding_right = math.ceil(self.padding_total * self.trim_right_ratio)
+            padding_left = self.padding_total - padding_right
+        else:
+            padding_right = self.padding_total // 2
+            padding_left = self.padding_total - padding_right
+        
+        # Remove padding
+        if padding_left + padding_right > 0:
+            full_output = unpad1d(full_output, (padding_left, padding_right))
+        
+        if debug:
+            print(f"[DEBUG] After unpadding: {full_output.shape}")
+        
+        # Determine which part of the output corresponds to the new input
+        if cached_input.shape[2] == 0:
+            # First chunk - return all output
+            output = full_output
+        else:
+            # Subsequent chunks - return only the new output
+            expected_new_output = T * self.stride
+            
+            # Take the last expected_new_output samples
+            if full_output.shape[2] >= expected_new_output:
+                output = full_output[:, :, -expected_new_output:]
+            else:
+                output = full_output
+        
+        if debug:
+            print(f"[DEBUG] Final streaming output shape: {output.shape}")
+        
+        # Update cache
+        if full_input.shape[2] > self.context_size:
+            new_cache = full_input[:, :, -self.context_size:]
+        else:
+            new_cache = full_input
+        
+        if debug:
+            print(f"[DEBUG] New cache shape: {new_cache.shape}")
+            
+        cache.set(self.layer_id, sample_indices, new_cache)
+        
+        return output
+    
+    def _forward_non_streaming(self, x: torch.Tensor, debug: bool = False) -> torch.Tensor:
+        """Standard forward pass without streaming"""
+        if debug:
+            print(f"[DEBUG NON-STREAMING] Input shape: {x.shape}")
+        
+        # Apply transposed convolution
+        y = self.convtr(x)
+        
+        if debug:
+            print(f"[DEBUG NON-STREAMING] After transposed conv: {y.shape}")
+        
+        # Calculate and remove padding
+        if self.causal:
+            padding_right = math.ceil(self.padding_total * self.trim_right_ratio)
+            padding_left = self.padding_total - padding_right
+        else:
+            padding_right = self.padding_total // 2
+            padding_left = self.padding_total - padding_right
+        
+        if padding_left + padding_right > 0:
+            y = unpad1d(y, (padding_left, padding_right))
+        
+        if debug:
+            print(f"[DEBUG NON-STREAMING] Final output shape: {y.shape}")
+            
+        return y
+    
+# FFN 
+class FFN(nn.Module):
+    def __init__(
+        self,
+        embed_dim,
+        ffn_dim,
+        bias=False,
+    ):
+        super().__init__()
+        self.embed_dim = embed_dim
+        self.linear1 = nn.Linear(self.embed_dim, ffn_dim, bias=bias) 
+        self.gelu = ACT2FN["gelu"]
+        self.linear2 = nn.Linear(ffn_dim, self.embed_dim, bias=bias)
+
+    def forward(self, x):
+        x = self.linear1(x)
+        x = self.gelu(x)
+        x = self.linear2(x)
+        return x
+
+
+class Convlayer(nn.Module):
+    def __init__(
+            self, 
+            in_channels, 
+            out_channels, 
+            kernel_size, 
+            stride=1, 
+            dilation=1, 
+            groups=1, 
+            bias=True, 
+            pad_mode='zeros', 
+            norm='weight_norm', 
+            causal=True, 
+        ):
+        super().__init__()
+        self.conv = SConv1d(in_channels, out_channels, kernel_size, stride=stride, dilation=dilation, 
+                           groups=groups, bias=bias, pad_mode=pad_mode, norm=norm, causal=causal)
+
+    def forward(self, x):
+        return self.conv(x)
+
+class Block1D(nn.Module):
+    def __init__(self, dim, kernel_size=7, drop_path=0., mixer_layer='conv',  
+                layer_scale_init_value=1e-6, **kwargs):
+        super().__init__()
+        
+        if kwargs.get('layernorm', 'LN') == 'LN':
+            self.norm = ConvLayerNorm(dim, eps=kwargs.get('eps', 1e-6))
+            self.ffn_norm = ConvLayerNorm(dim, eps=kwargs.get('eps', 1e-6))               
+        elif kwargs.get('layernorm', 'RMSNorm') == 'RMSNorm':
+            self.norm = ConvRMSNorm(dim, eps=kwargs.get('eps', 1e-6))
+            self.ffn_norm = ConvRMSNorm(dim, eps=kwargs.get('eps', 1e-6))
+
+        if mixer_layer == 'conv':
+            self.mixer = Convlayer(dim, dim, groups=kwargs.get('groups', 1),
+                                kernel_size=kernel_size, 
+                                pad_mode=kwargs.get('pad_mode', 'reflect'), 
+                                norm=kwargs.get('norm', 'none'), 
+                                causal=kwargs.get('causal', True), 
+                                bias=kwargs.get('bias', True),
+                                )
+        elif mixer_layer == 'depthwise_conv':
+            self.mixer = Convlayer(dim, dim, groups=dim,
+                                kernel_size=kernel_size, 
+                                pad_mode=kwargs.get('pad_mode', 'reflect'), 
+                                norm=kwargs.get('norm', 'none'), 
+                                causal=kwargs.get('causal', True), 
+                                bias=kwargs.get('bias', True),
+                                )
+        else:
+            raise ValueError(f"Unsupported mixer layer: {mixer_layer}")
+        
+        self.ffn = FFN(
+            dim, 
+            kwargs.get('ffn_expansion', 4) * dim, 
+            bias=kwargs.get('bias', False),
+        )
+        self.drop_path = nn.Identity() if drop_path <= 0. else nn.modules.DropPath(drop_path)
+
+        if layer_scale_init_value > 0:
+            self.gamma = nn.Parameter(layer_scale_init_value * torch.ones((dim)), requires_grad=True)
+            self.ffn_gamma = nn.Parameter(layer_scale_init_value * torch.ones((dim)), requires_grad=True)
+        else:
+            self.gamma = None
+            self.ffn_gamma = None
+
+    def forward(self, x):
+        # mixer
+        residual = x
+        x = self.norm(x)
+        x = self.mixer(x)
+        if self.gamma is not None:
+            x = x * self.gamma.unsqueeze(-1)
+        x = residual + self.drop_path(x)
+
+        # ffn
+        residual = x
+        x = self.ffn_norm(x)
+        x = x.permute(0, 2, 1)
+        x = self.ffn(x)
+        x = x.permute(0, 2, 1)
+        if self.ffn_gamma is not None:
+            x = x * self.ffn_gamma.unsqueeze(-1)
+        x = residual + self.drop_path(x)
+
+        return x
+
+
+class TokenizerEncoder(nn.Module):
+    """
+    Encoder component for the VibeVoice tokenizer that converts audio to latent representations.
+    
+    Args:
+        config: Configuration object with model parameters
+    """
+    def __init__(self, config):
+        super().__init__()
+        
+        # Extract parameters from config
+        self.channels = config.channels
+        self.dimension = config.dimension
+        self.n_filters = config.n_filters
+        self.ratios = list(reversed(config.ratios))
+        self.depths = config.depths
+        self.n_residual_layers = getattr(config, "n_residual_layers", 1)
+        self.hop_length = np.prod(self.ratios)
+        self.causal = config.causal
+        
+        # Additional config parameters with defaults
+        kernel_size = getattr(config, "kernel_size", 7)
+        last_kernel_size = getattr(config, "last_kernel_size", 7)
+        norm = getattr(config, "norm", "none")
+        norm_params = getattr(config, "norm_params", {})
+        pad_mode = getattr(config, "pad_mode", "reflect")
+        bias = getattr(config, "bias", True)
+        layernorm = getattr(config, "layernorm", "LN")
+        layernorm_eps = getattr(config, "layernorm_eps", 1e-6)
+        layernorm_elementwise_affine = getattr(config, "layernorm_elementwise_affine", True)
+        drop_path_rate = getattr(config, "drop_path_rate", 0.0)
+        mixer_layer = getattr(config, "mixer_layer", "conv")
+        layer_scale_init_value = getattr(config, "layer_scale_init_value", 0)
+        disable_last_norm = getattr(config, "disable_last_norm", False)
+        
+        # determine the norm type based on layernorm
+        if layernorm == 'LN':
+            norm_type = ConvLayerNorm
+        elif layernorm == 'RMSNorm':
+            norm_type = partial(ConvRMSNorm, elementwise_affine=layernorm_elementwise_affine)
+        else:
+            raise ValueError(f"Unsupported norm type: {layernorm}")
+        
+        # stem and intermediate downsampling conv layers
+        stem = nn.Sequential(
+                SConv1d(self.channels, self.n_filters, kernel_size, norm=norm, norm_kwargs=norm_params, causal=self.causal, pad_mode=pad_mode, bias=bias),
+            )
+        
+        self.downsample_layers = nn.ModuleList()
+        self.downsample_layers.append(stem)
+        for i in range(len(self.ratios)):
+            in_ch = self.n_filters * (2 ** i)
+            out_ch = self.n_filters * (2 ** (i + 1))
+            downsample_layer = nn.Sequential(
+                SConv1d(in_ch, out_ch, kernel_size=self.ratios[i] * 2, stride=self.ratios[i], causal=self.causal, pad_mode=pad_mode, norm=norm, bias=bias)
+            )
+            self.downsample_layers.append(downsample_layer)
+
+        # configure the transformer blocks
+        layer_type = partial(
+            Block1D,
+            mixer_layer=mixer_layer,
+            layernorm=layernorm,
+            eps=layernorm_eps,
+            causal=self.causal,
+            pad_mode=pad_mode,
+            norm=norm,
+            bias=bias,
+            layer_scale_init_value=layer_scale_init_value,
+        )
+        
+        self.stages = nn.ModuleList()
+        dp_rates = [x.item() for x in torch.linspace(0, drop_path_rate, sum(self.depths))] 
+        cur = 0
+
+        for i in range(len(self.depths)):
+            in_ch = self.n_filters * (2 ** i)
+            stage = nn.Sequential(
+                *[layer_type(dim=in_ch, drop_path=dp_rates[cur + j]) for j in range(self.depths[i])]
+            )
+            self.stages.append(stage)
+            cur += self.depths[i]
+        
+        if not disable_last_norm:
+            self.norm = norm_type(in_ch, eps=layernorm_eps)
+        else:
+            self.norm = nn.Identity()
+        self.head = SConv1d(in_ch, self.dimension, kernel_size=last_kernel_size, causal=self.causal, pad_mode=pad_mode, norm=norm, bias=bias)
+
+    def forward_features(self, x, cache=None, sample_indices=None, use_cache=False, debug=False):
+        for i in range(len(self.depths)):
+            # Apply downsampling
+            for layer in self.downsample_layers[i]:
+                if isinstance(layer, SConv1d):
+                    x = layer(x, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+                else:
+                    x = layer(x)
+            
+            # Apply stage (Block1D contains Convlayer which contains SConv1d)
+            for block in self.stages[i]:
+                if hasattr(block, 'mixer') and hasattr(block.mixer, 'conv') and isinstance(block.mixer.conv, SConv1d):
+                    # Block1D forward with cache support
+                    residual = x
+                    x = block.norm(x)
+                    x = block.mixer.conv(x, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+                    if block.gamma is not None:
+                        x = x * block.gamma.unsqueeze(-1)
+                    x = residual + x
+                    
+                    # FFN part
+                    residual = x
+                    x = block.ffn_norm(x)
+                    x = x.permute(0, 2, 1)
+                    x = block.ffn(x)
+                    x = x.permute(0, 2, 1)
+                    if block.ffn_gamma is not None:
+                        x = x * block.ffn_gamma.unsqueeze(-1)
+                    x = residual + x
+                else:
+                    x = block(x)
+
+        return self.norm(x)
+
+    def forward(self, x, cache=None, sample_indices=None, use_cache=False, debug=False):
+        x = self.forward_features(x, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+        x = self.head(x, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+        return x
+
+
+class TokenizerDecoder(nn.Module):
+    """
+    Decoder component for the VibeVoice tokenizer that converts latent representations back to audio.
+    
+    Args:
+        config: Configuration object with model parameters
+    """
+    def __init__(self, config):
+        super().__init__()
+        
+        # Extract parameters from config
+        self.dimension = config.dimension
+        self.channels = config.channels
+        self.n_filters = config.n_filters
+        self.ratios = config.ratios
+        
+        # IMPORTANT CHANGE: Don't reverse depths again since they're already reversed in VibeVoiceAcousticTokenizerModel
+        self.depths = config.depths  # Changed from list(reversed(config.depths))
+        
+        self.n_residual_layers = getattr(config, "n_residual_layers", 1)
+        self.hop_length = np.prod(self.ratios)
+        self.causal = config.causal
+        
+        # Additional config parameters with defaults
+        kernel_size = getattr(config, "kernel_size", 7)
+        last_kernel_size = getattr(config, "last_kernel_size", 7)
+        norm = getattr(config, "norm", "none")
+        norm_params = getattr(config, "norm_params", {})
+        pad_mode = getattr(config, "pad_mode", "reflect")
+        bias = getattr(config, "bias", True)
+        layernorm = getattr(config, "layernorm", "LN")
+        layernorm_eps = getattr(config, "layernorm_eps", 1e-6)
+        trim_right_ratio = getattr(config, "trim_right_ratio", 1.0)
+        layernorm_elementwise_affine = getattr(config, "layernorm_elementwise_affine", True)
+        drop_path_rate = getattr(config, "drop_path_rate", 0.0)
+        mixer_layer = getattr(config, "mixer_layer", "conv")
+        layer_scale_init_value = getattr(config, "layer_scale_init_value", 0)
+        disable_last_norm = getattr(config, "disable_last_norm", False)
+
+        # determine the norm type based on layernorm
+        if layernorm == 'LN':
+            norm_type = ConvLayerNorm
+        elif layernorm == 'RMSNorm':
+            norm_type = partial(ConvRMSNorm, elementwise_affine=layernorm_elementwise_affine)
+        else:
+            raise ValueError(f"Unsupported norm type: {layernorm}")
+        
+        # stem and upsampling layers
+        stem = nn.Sequential(
+                SConv1d(self.dimension, self.n_filters * 2 ** (len(self.depths) - 1), kernel_size, norm=norm, 
+                        norm_kwargs=norm_params, causal=self.causal, pad_mode=pad_mode, bias=bias),
+            )
+        
+        self.upsample_layers = nn.ModuleList()
+        self.upsample_layers.append(stem)
+        for i in range(len(self.ratios)):
+            in_ch = self.n_filters * (2 ** (len(self.depths) - 1 - i))
+            out_ch = self.n_filters * (2 ** (len(self.depths) - 1 - i - 1))
+            upsample_layer = nn.Sequential(
+                SConvTranspose1d(in_ch, out_ch,
+                                kernel_size=self.ratios[i] * 2, stride=self.ratios[i],
+                                norm=norm, norm_kwargs=norm_params, bias=bias,
+                                causal=self.causal, trim_right_ratio=trim_right_ratio),
+            )
+            self.upsample_layers.append(upsample_layer)
+
+        # configure transformer blocks
+        layer_type = partial(
+            Block1D,
+            mixer_layer=mixer_layer,
+            layernorm=layernorm,
+            eps=layernorm_eps,
+            causal=self.causal,
+            pad_mode=pad_mode,
+            norm=norm,
+            bias=bias,
+            layer_scale_init_value=layer_scale_init_value,
+        )
+
+        self.stages = nn.ModuleList()
+        dp_rates = [x.item() for x in torch.linspace(0, drop_path_rate, sum(self.depths))] 
+        cur = 0
+        
+        # Create stages in the same order as the original model
+        for i in range(len(self.depths)):
+            in_ch = self.n_filters * (2 ** (len(self.depths) - 1 - i))
+            stage = nn.Sequential(
+                *[layer_type(dim=in_ch, drop_path=dp_rates[cur + j]) for j in range(self.depths[i])]
+            )
+            self.stages.append(stage)
+            cur += self.depths[i]
+
+        if not disable_last_norm:
+            self.norm = norm_type(in_ch, eps=layernorm_eps)
+        else:
+            self.norm = nn.Identity()
+        self.head = SConv1d(in_ch, self.channels, kernel_size=last_kernel_size, causal=self.causal, pad_mode=pad_mode, norm=norm, bias=bias)
+
+    def forward_features(self, x, cache=None, sample_indices=None, use_cache=False, debug=False):
+        for i in range(len(self.depths)):
+            # Apply upsampling
+            for layer in self.upsample_layers[i]:
+                if isinstance(layer, (SConv1d, SConvTranspose1d)):
+                    x = layer(x, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+                else:
+                    x = layer(x)
+            
+            # Apply stage (Block1D contains Convlayer which contains SConv1d)
+            for block in self.stages[i]:
+                if hasattr(block, 'mixer') and hasattr(block.mixer, 'conv') and isinstance(block.mixer.conv, SConv1d):
+                    # Block1D forward with cache support
+                    residual = x
+                    x = block.norm(x)
+                    x = block.mixer.conv(x, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+                    if block.gamma is not None:
+                        x = x * block.gamma.unsqueeze(-1)
+                    x = residual + x
+                    
+                    # FFN part
+                    residual = x
+                    x = block.ffn_norm(x)
+                    x = x.permute(0, 2, 1)
+                    x = block.ffn(x)
+                    x = x.permute(0, 2, 1)
+                    if block.ffn_gamma is not None:
+                        x = x * block.ffn_gamma.unsqueeze(-1)
+                    x = residual + x
+                else:
+                    x = block(x)
+
+        return self.norm(x)
+    
+    def forward(self, x, cache=None, sample_indices=None, use_cache=False, debug=False):
+        x = self.forward_features(x, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+        x = self.head(x, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+        return x
+    
+
+@dataclass
+class VibeVoiceTokenizerEncoderOutput:
+    """
+    Output of VibeVoice tokenizer encoder, representing a Gaussian distribution with fixed variance.
+    
+    Args:
+        mean (`torch.FloatTensor`): The mean parameters of the distribution.
+        std (`float` or `torch.FloatTensor`): Fixed standard deviation value.
+    """
+    mean: torch.Tensor
+    std: Optional[Union[float, torch.Tensor]] = None
+    
+    def sample(self, dist_type='fix'):
+        """
+        Sample from the distribution.
+        
+        Args:
+            dist_type (`str`): Sampling method, either 'fix' or 'gaussian'.
+                
+        Returns:
+            `torch.FloatTensor`: Sampled values.
+            `torch.FloatTensor` (optional): Standard deviation used (only when dist_type='gaussian').
+        """
+        if dist_type == 'fix':
+            x = self.mean + self.std * torch.randn_like(self.mean)
+            return x, self.std
+        elif dist_type == 'gaussian':
+            batch_size = self.mean.size(0)
+            value = self.std / 0.8
+            std = torch.randn(batch_size, device=self.mean.device, dtype=self.mean.dtype) * value
+
+            while std.dim() < self.mean.dim():
+                std = std.unsqueeze(-1)
+
+            x = self.mean + std * torch.randn_like(self.mean)
+            return x, std
+        else:
+            return self.mean, self.std
+
+    def kl(self):
+        """Compute KL divergence between this distribution and a standard normal."""
+        target = torch.zeros_like(self.mean)
+        return F.mse_loss(self.mean, target, reduction='none')
+
+    def mode(self):
+        """Return the distribution mode (which is the mean for Gaussian)."""
+        return self.mean
+    
+class VibeVoiceAcousticTokenizerModel(PreTrainedModel):
+    """VibeVoice speech tokenizer model combining encoder and decoder for acoustic tokens"""
+    
+    config_class = VibeVoiceAcousticTokenizerConfig
+    base_model_prefix = "vibevoice_acoustic_tokenizer"
+    _supports_flash_attn_2 = True  
+    _supports_sdpa = True  
+    _no_split_modules = ["TokenizerEncoder", "TokenizerDecoder"]
+
+    def __init__(self, config):
+        super().__init__(config)
+        
+        self.register_buffer('fix_std', torch.tensor(config.fix_std), persistent=False)
+        self.std_dist_type = getattr(config, "std_dist_type", "fix")
+        
+        # Parse encoder depths
+        if isinstance(config.encoder_depths, str):
+            encoder_depths = [int(d) for d in config.encoder_depths.split('-')]
+        else:
+            encoder_depths = config.encoder_depths
+            
+        # Parse decoder depths if provided
+        if config.decoder_depths is not None and isinstance(config.decoder_depths, str):
+            decoder_depths = [int(d) for d in config.decoder_depths.split('-')]
+        else:
+            # Default: use reversed encoder depths if decoder_depths is None
+            decoder_depths = list(reversed(encoder_depths))
+        
+        # Create encoder config
+        encoder_config = copy.deepcopy(config)
+        encoder_config.dimension = config.vae_dim
+        encoder_config.n_filters = config.encoder_n_filters
+        encoder_config.ratios = config.encoder_ratios
+        encoder_config.depths = encoder_depths
+        encoder_config.norm = config.conv_norm
+        encoder_config.pad_mode = config.pad_mode
+        encoder_config.bias = config.conv_bias
+        encoder_config.layernorm_eps = config.layernorm_eps
+        encoder_config.layernorm_elementwise_affine = config.layernorm_elementwise_affine
+        encoder_config.mixer_layer = config.mixer_layer
+        encoder_config.layer_scale_init_value = config.layer_scale_init_value
+        encoder_config.disable_last_norm = config.disable_last_norm
+        
+        # Create decoder config
+        decoder_config = copy.deepcopy(config)
+        decoder_config.dimension = config.vae_dim
+        decoder_config.n_filters = config.decoder_n_filters
+        decoder_config.ratios = config.decoder_ratios
+        decoder_config.depths = decoder_depths
+        decoder_config.norm = config.conv_norm
+        decoder_config.pad_mode = config.pad_mode
+        decoder_config.bias = config.conv_bias
+        decoder_config.layernorm_eps = config.layernorm_eps
+        decoder_config.layernorm_elementwise_affine = config.layernorm_elementwise_affine
+        decoder_config.mixer_layer = config.mixer_layer
+        decoder_config.layer_scale_init_value = config.layer_scale_init_value
+        decoder_config.disable_last_norm = config.disable_last_norm
+        
+        # Initialize encoder and decoder
+        self.encoder = TokenizerEncoder(encoder_config)
+        self.decoder = TokenizerDecoder(decoder_config)
+        
+        # Initialize weights
+        self.apply(self._init_weights)
+    
+    def _init_weights(self, module):
+        """Initialize weights for the model"""
+        if isinstance(module, nn.Linear):
+            nn.init.normal_(module.weight, std=self.config.weight_init_value)
+            if module.bias is not None:
+                nn.init.zeros_(module.bias)
+        elif isinstance(module, nn.LayerNorm):
+            nn.init.ones_(module.weight)
+            nn.init.zeros_(module.bias)
+        elif isinstance(module, nn.Conv1d):
+            nn.init.normal_(module.weight, std=self.config.weight_init_value)
+            if module.bias is not None:
+                nn.init.zeros_(module.bias)
+    
+    @torch.no_grad()
+    def encode(self, audio, cache=None, sample_indices=None, use_cache=False, debug=False):
+        """Convert audio to latent representations"""
+        latents = self.encoder(audio, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+        return VibeVoiceTokenizerEncoderOutput(mean=latents.permute(0, 2, 1), std=self.fix_std)
+    
+    @torch.no_grad()
+    def sampling(self, encoder_output, dist_type=None):
+        """Sample from the encoder output distribution"""
+        dist_type = dist_type or self.std_dist_type
+    
+        if dist_type == 'fix':
+            return encoder_output.sample(dist_type='fix')
+        elif dist_type == 'gaussian':
+            return encoder_output.sample(dist_type='gaussian')
+        else:
+            raise ValueError(f"Unsupported dist_type: {dist_type}, expected 'fix' or 'gaussian'")
+    
+    @torch.no_grad()
+    def decode(self, latents, cache=None, sample_indices=None, use_cache=False, debug=False):
+        """Convert latent representations back to audio"""
+        if latents.shape[1] == self.config.vae_dim:
+            pass
+        else:
+            latents = latents.permute(0, 2, 1)
+
+        audio = self.decoder(latents, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+        return audio
+
+    def forward(self, audio, cache=None, sample_indices=None, use_cache=False, debug=False):
+        """Full forward pass: encode audio to latents, then decode back to audio"""
+        encoder_output = self.encode(audio, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+        sampled_latents, _ = self.sampling(encoder_output)
+        reconstructed = self.decode(sampled_latents, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+        return reconstructed, sampled_latents
+
+
+class VibeVoiceSemanticTokenizerModel(PreTrainedModel):
+    """VibeVoice speech tokenizer model with only encoder for semantic tokens"""
+    
+    config_class = VibeVoiceSemanticTokenizerConfig
+    base_model_prefix = "vibevoice_semantic_tokenizer"
+    _supports_flash_attn_2 = True  
+    _supports_sdpa = True  
+    _no_split_modules = ["TokenizerEncoder"]
+    
+    def __init__(self, config):
+        super().__init__(config)
+        
+        # Parse encoder depths
+        if isinstance(config.encoder_depths, str):
+            encoder_depths = [int(d) for d in config.encoder_depths.split('-')]
+        else:
+            encoder_depths = config.encoder_depths
+        
+        # Create encoder config
+        encoder_config = copy.deepcopy(config)
+        encoder_config.dimension = config.vae_dim
+        encoder_config.n_filters = config.encoder_n_filters
+        encoder_config.ratios = config.encoder_ratios
+        encoder_config.depths = encoder_depths
+        encoder_config.norm = config.conv_norm
+        encoder_config.pad_mode = config.pad_mode
+        encoder_config.bias = config.conv_bias
+        encoder_config.layernorm_eps = config.layernorm_eps
+        encoder_config.layernorm_elementwise_affine = config.layernorm_elementwise_affine
+        encoder_config.mixer_layer = config.mixer_layer
+        encoder_config.layer_scale_init_value = config.layer_scale_init_value
+        encoder_config.disable_last_norm = config.disable_last_norm
+        
+        # Initialize encoder and decoder
+        self.encoder = TokenizerEncoder(encoder_config)
+        
+        # Initialize weights
+        self.apply(self._init_weights)
+    
+    def _init_weights(self, module):
+        """Initialize weights for the model"""
+        if isinstance(module, nn.Linear):
+            nn.init.normal_(module.weight, std=self.config.weight_init_value)
+            if module.bias is not None:
+                nn.init.zeros_(module.bias)
+        elif isinstance(module, nn.LayerNorm):
+            nn.init.ones_(module.weight)
+            nn.init.zeros_(module.bias)
+        elif isinstance(module, nn.Conv1d):
+            nn.init.normal_(module.weight, std=self.config.weight_init_value)
+            if module.bias is not None:
+                nn.init.zeros_(module.bias)
+    
+    @torch.no_grad()
+    def encode(self, audio, cache=None, sample_indices=None, use_cache=False, debug=False):
+        """Convert audio to latent representations"""
+        latents = self.encoder(audio, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+        return VibeVoiceTokenizerEncoderOutput(mean=latents.permute(0, 2, 1))
+    
+    @torch.no_grad()
+    def sampling(self, encoder_output, dist_type=None):
+        """Sample from the encoder output distribution"""
+        return encoder_output.sample(dist_type='none')
+
+    def forward(self, audio, cache=None, sample_indices=None, use_cache=False, debug=False):
+        """Full forward pass: encode audio to latents, then decode back to audio"""
+        encoder_output = self.encode(audio, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+        sampled_latents, _ = self.sampling(encoder_output, dist_type='none')
+        return None, sampled_latents
+
+AutoModel.register(VibeVoiceAcousticTokenizerConfig, VibeVoiceAcousticTokenizerModel)
+AutoModel.register(VibeVoiceSemanticTokenizerConfig, VibeVoiceSemanticTokenizerModel)
+
+__all__ = [
+    "VibeVoiceTokenizerStreamingCache",
+    "VibeVoiceAcousticTokenizerModel",
+    "VibeVoiceSemanticTokenizerModel",
+]
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/modular/streamer.py b/VibeVoice-finetuning/src/vibevoice/modular/streamer.py
new file mode 100644
index 0000000000000000000000000000000000000000..7a76cb063ec1b48a9e6397f113b47663ae6c5799
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/modular/streamer.py
@@ -0,0 +1,264 @@
+from __future__ import annotations
+
+import torch
+
+import asyncio
+from queue import Queue
+from typing import TYPE_CHECKING, Optional
+
+
+from transformers.generation import BaseStreamer
+
+
+class AudioStreamer(BaseStreamer):
+    """
+    Audio streamer that stores audio chunks in queues for each sample in the batch.
+    This allows streaming audio generation for multiple samples simultaneously.
+    
+    Parameters:
+        batch_size (`int`):
+            The batch size for generation
+        stop_signal (`any`, *optional*):
+            The signal to put in the queue when generation ends. Defaults to None.
+        timeout (`float`, *optional*):
+            The timeout for the audio queue. If `None`, the queue will block indefinitely.
+    """
+    
+    def __init__(
+        self, 
+        batch_size: int,
+        stop_signal: Optional[any] = None,
+        timeout: Optional[float] = None,
+    ):
+        self.batch_size = batch_size
+        self.stop_signal = stop_signal
+        self.timeout = timeout
+        
+        # Create a queue for each sample in the batch
+        self.audio_queues = [Queue() for _ in range(batch_size)]
+        self.finished_flags = [False for _ in range(batch_size)]
+        self.sample_indices_map = {}  # Maps from sample index to queue index
+        
+    def put(self, audio_chunks: torch.Tensor, sample_indices: torch.Tensor):
+        """
+        Receives audio chunks and puts them in the appropriate queues.
+        
+        Args:
+            audio_chunks: Tensor of shape (num_samples, ...) containing audio chunks
+            sample_indices: Tensor indicating which samples these chunks belong to
+        """
+        for i, sample_idx in enumerate(sample_indices):
+            idx = sample_idx.item()
+            if idx < self.batch_size and not self.finished_flags[idx]:
+                # Convert to numpy or keep as tensor based on preference
+                audio_chunk = audio_chunks[i].detach().cpu()
+                self.audio_queues[idx].put(audio_chunk, timeout=self.timeout)
+    
+    def end(self, sample_indices: Optional[torch.Tensor] = None):
+        """
+        Signals the end of generation for specified samples or all samples.
+        
+        Args:
+            sample_indices: Optional tensor of sample indices to end. If None, ends all.
+        """
+        if sample_indices is None:
+            # End all samples
+            for idx in range(self.batch_size):
+                if not self.finished_flags[idx]:
+                    self.audio_queues[idx].put(self.stop_signal, timeout=self.timeout)
+                    self.finished_flags[idx] = True
+        else:
+            # End specific samples
+            for sample_idx in sample_indices:
+                idx = sample_idx.item() if torch.is_tensor(sample_idx) else sample_idx
+                if idx < self.batch_size and not self.finished_flags[idx]:
+                    self.audio_queues[idx].put(self.stop_signal, timeout=self.timeout)
+                    self.finished_flags[idx] = True
+    
+    def __iter__(self):
+        """Returns an iterator over the batch of audio streams."""
+        return AudioBatchIterator(self)
+    
+    def get_stream(self, sample_idx: int):
+        """Get the audio stream for a specific sample."""
+        if sample_idx >= self.batch_size:
+            raise ValueError(f"Sample index {sample_idx} exceeds batch size {self.batch_size}")
+        return AudioSampleIterator(self, sample_idx)
+
+
+class AudioSampleIterator:
+    """Iterator for a single audio stream from the batch."""
+    
+    def __init__(self, streamer: AudioStreamer, sample_idx: int):
+        self.streamer = streamer
+        self.sample_idx = sample_idx
+        
+    def __iter__(self):
+        return self
+    
+    def __next__(self):
+        value = self.streamer.audio_queues[self.sample_idx].get(timeout=self.streamer.timeout)
+        if value == self.streamer.stop_signal:
+            raise StopIteration()
+        return value
+
+
+class AudioBatchIterator:
+    """Iterator that yields audio chunks for all samples in the batch."""
+    
+    def __init__(self, streamer: AudioStreamer):
+        self.streamer = streamer
+        self.active_samples = set(range(streamer.batch_size))
+        
+    def __iter__(self):
+        return self
+    
+    def __next__(self):
+        if not self.active_samples:
+            raise StopIteration()
+            
+        batch_chunks = {}
+        samples_to_remove = set()
+        
+        # Try to get chunks from all active samples
+        for idx in self.active_samples:
+            try:
+                value = self.streamer.audio_queues[idx].get(block=False)
+                if value == self.streamer.stop_signal:
+                    samples_to_remove.add(idx)
+                else:
+                    batch_chunks[idx] = value
+            except:
+                # Queue is empty for this sample, skip it this iteration
+                pass
+        
+        # Remove finished samples
+        self.active_samples -= samples_to_remove
+        
+        if batch_chunks:
+            return batch_chunks
+        elif self.active_samples:
+            # If no chunks were ready but we still have active samples, 
+            # wait a bit and try again
+            import time
+            time.sleep(0.01)
+            return self.__next__()
+        else:
+            raise StopIteration()
+
+
+class AsyncAudioStreamer(AudioStreamer):
+    """
+    Async version of AudioStreamer for use in async contexts.
+    """
+    
+    def __init__(
+        self, 
+        batch_size: int,
+        stop_signal: Optional[any] = None,
+        timeout: Optional[float] = None,
+    ):
+        super().__init__(batch_size, stop_signal, timeout)
+        # Replace regular queues with async queues
+        self.audio_queues = [asyncio.Queue() for _ in range(batch_size)]
+        self.loop = asyncio.get_running_loop()
+        
+    def put(self, audio_chunks: torch.Tensor, sample_indices: torch.Tensor):
+        """Put audio chunks in the appropriate async queues."""
+        for i, sample_idx in enumerate(sample_indices):
+            idx = sample_idx.item()
+            if idx < self.batch_size and not self.finished_flags[idx]:
+                audio_chunk = audio_chunks[i].detach().cpu()
+                self.loop.call_soon_threadsafe(
+                    self.audio_queues[idx].put_nowait, audio_chunk
+                )
+    
+    def end(self, sample_indices: Optional[torch.Tensor] = None):
+        """Signal the end of generation for specified samples."""
+        if sample_indices is None:
+            indices_to_end = range(self.batch_size)
+        else:
+            indices_to_end = [s.item() if torch.is_tensor(s) else s for s in sample_indices]
+            
+        for idx in indices_to_end:
+            if idx < self.batch_size and not self.finished_flags[idx]:
+                self.loop.call_soon_threadsafe(
+                    self.audio_queues[idx].put_nowait, self.stop_signal
+                )
+                self.finished_flags[idx] = True
+    
+    async def get_stream(self, sample_idx: int):
+        """Get async iterator for a specific sample's audio stream."""
+        if sample_idx >= self.batch_size:
+            raise ValueError(f"Sample index {sample_idx} exceeds batch size {self.batch_size}")
+            
+        while True:
+            value = await self.audio_queues[sample_idx].get()
+            if value == self.stop_signal:
+                break
+            yield value
+    
+    def __aiter__(self):
+        """Returns an async iterator over all audio streams."""
+        return AsyncAudioBatchIterator(self)
+
+
+class AsyncAudioBatchIterator:
+    """Async iterator for batch audio streaming."""
+    
+    def __init__(self, streamer: AsyncAudioStreamer):
+        self.streamer = streamer
+        self.active_samples = set(range(streamer.batch_size))
+        
+    def __aiter__(self):
+        return self
+        
+    async def __anext__(self):
+        if not self.active_samples:
+            raise StopAsyncIteration()
+            
+        batch_chunks = {}
+        samples_to_remove = set()
+        
+        # Create tasks for all active samples
+        tasks = {
+            idx: asyncio.create_task(self._get_chunk(idx)) 
+            for idx in self.active_samples
+        }
+        
+        # Wait for at least one chunk to be ready
+        done, pending = await asyncio.wait(
+            tasks.values(), 
+            return_when=asyncio.FIRST_COMPLETED,
+            timeout=self.streamer.timeout
+        )
+        
+        # Cancel pending tasks
+        for task in pending:
+            task.cancel()
+            
+        # Process completed tasks
+        for idx, task in tasks.items():
+            if task in done:
+                try:
+                    value = await task
+                    if value == self.streamer.stop_signal:
+                        samples_to_remove.add(idx)
+                    else:
+                        batch_chunks[idx] = value
+                except asyncio.CancelledError:
+                    pass
+                    
+        self.active_samples -= samples_to_remove
+        
+        if batch_chunks:
+            return batch_chunks
+        elif self.active_samples:
+            # Try again if we still have active samples
+            return await self.__anext__()
+        else:
+            raise StopAsyncIteration()
+    
+    async def _get_chunk(self, idx):
+        """Helper to get a chunk from a specific queue."""
+        return await self.streamer.audio_queues[idx].get()
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/processor/__init__.py b/VibeVoice-finetuning/src/vibevoice/processor/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/__init__.cpython-311.pyc b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..388a6aeac2b677014b4ddfa5007ea26e58e60526
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/__init__.cpython-311.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/__init__.cpython-312.pyc b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/__init__.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..e64399bfaebeca2fa800aec7a645b337d0334bfb
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/__init__.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_processor.cpython-311.pyc b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_processor.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..e1f84dfebe87daeaede29e4c2cd9e9cc2922dded
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_processor.cpython-311.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_processor.cpython-312.pyc b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_processor.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..5b9737427fe71448144cfa2d04c5549e550fe341
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_processor.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_tokenizer_processor.cpython-311.pyc b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_tokenizer_processor.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..e32d689b44377e3c4942525df0c55ad3bb26700f
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_tokenizer_processor.cpython-311.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_tokenizer_processor.cpython-312.pyc b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_tokenizer_processor.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..628e98bf20b10d0f0805fc46795015b63bda41fa
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/processor/__pycache__/vibevoice_tokenizer_processor.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/processor/preprocessor_config.json b/VibeVoice-finetuning/src/vibevoice/processor/preprocessor_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..3458133691d4ecfcd885f4841c8483a0ecf0f460
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/processor/preprocessor_config.json
@@ -0,0 +1,13 @@
+{
+  "processor_class": "VibeVoiceProcessor",
+  "speech_tok_compress_ratio": 3200,
+  "db_normalize": true,
+  "audio_processor": {
+    "feature_extractor_type": "VibeVoiceTokenizerProcessor",
+    "sampling_rate": 24000,
+    "normalize_audio": true,
+    "target_dB_FS": -25,
+    "eps": 1e-06
+  },
+  "language_model_pretrained_name": "Qwen/Qwen2.5-7B"
+}
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/processor/vibevoice_processor.py b/VibeVoice-finetuning/src/vibevoice/processor/vibevoice_processor.py
new file mode 100644
index 0000000000000000000000000000000000000000..66d0a9de2e2beb3eeeaf0bb5a5eb523d5f61acae
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/processor/vibevoice_processor.py
@@ -0,0 +1,677 @@
+import math
+import warnings
+from typing import List, Optional, Union, Dict, Any, Tuple
+import os
+import re
+
+import numpy as np
+import torch
+
+from transformers.tokenization_utils_base import BatchEncoding, PaddingStrategy, PreTokenizedInput, TextInput, TruncationStrategy
+from transformers.utils import TensorType, logging
+from .vibevoice_tokenizer_processor import AudioNormalizer
+
+logger = logging.get_logger(__name__)
+
+
+class VibeVoiceProcessor:
+    r"""
+    Constructs a VibeVoice processor which wraps a VibeVoice tokenizer and audio processor into a single processor.
+
+    [`VibeVoiceProcessor`] offers all the functionalities of [`VibeVoiceTokenizer`] and [`VibeVoiceTokenizerProcessor`]. 
+    See the [`~VibeVoiceProcessor.__call__`] and [`~VibeVoiceProcessor.decode`] for more information.
+
+    Args:
+        tokenizer (`VibeVoiceTextTokenizer` or `VibeVoiceTextTokenizerFast`):
+            The tokenizer for text processing.
+        audio_processor (`VibeVoiceTokenizerProcessor`):
+            The audio processor for speech processing.
+        speech_tok_compress_ratio (`int`, *optional*, defaults to 3200):
+            The compression ratio for speech tokenization.
+        db_normalize (`bool`, *optional*, defaults to True):
+            Whether to apply decibel normalization to audio inputs.
+    """
+
+    def __init__(self, tokenizer=None, audio_processor=None, speech_tok_compress_ratio=3200, db_normalize=True, **kwargs):
+        self.tokenizer = tokenizer
+        self.audio_processor = audio_processor
+        self.speech_tok_compress_ratio = speech_tok_compress_ratio
+        self.db_normalize = db_normalize
+        self.audio_normalizer = AudioNormalizer() if db_normalize else None
+        self.system_prompt = " Transform the text provided by various speakers into speech output, utilizing the distinct voice of each respective speaker.\n"
+
+    @classmethod
+    def from_pretrained(cls, pretrained_model_name_or_path, **kwargs):
+        """
+        Instantiate a VibeVoiceProcessor from a pretrained VibeVoice processor.
+
+        Args:
+            pretrained_model_name_or_path (`str` or `os.PathLike`):
+                This can be either:
+                - a string, the *model id* of a pretrained model
+                - a path to a *directory* containing processor config
+
+        Returns:
+            [`VibeVoiceProcessor`]: The processor object instantiated from pretrained model.
+        """
+        import os
+        import json
+        from .vibevoice_tokenizer_processor import VibeVoiceTokenizerProcessor
+        from vibevoice.modular.modular_vibevoice_text_tokenizer import (
+            VibeVoiceTextTokenizer, 
+            VibeVoiceTextTokenizerFast
+        )
+        
+        # Load processor configuration
+        config_path = os.path.join(pretrained_model_name_or_path, "preprocessor_config.json")
+        if os.path.exists(config_path):
+            with open(config_path, 'r') as f:
+                config = json.load(f)
+        else:
+            logger.warning(f"No preprocessor_config.json found at {pretrained_model_name_or_path}, using defaults")
+            config = {
+                "speech_tok_compress_ratio": 3200,
+                "db_normalize": True,
+            }
+        
+        # Extract main processor parameters
+        speech_tok_compress_ratio = config.get("speech_tok_compress_ratio", 3200)
+        db_normalize = config.get("db_normalize", True)
+        
+        # Load tokenizer - try from model path first, then fallback to Qwen        
+        language_model_pretrained_name = config.get("language_model_pretrained_name", None) or kwargs.pop("language_model_pretrained_name", "Qwen/Qwen2.5-1.5B")
+        logger.info(f"Loading tokenizer from {language_model_pretrained_name}")
+        if 'qwen' in language_model_pretrained_name.lower():
+            tokenizer = VibeVoiceTextTokenizerFast.from_pretrained(
+                language_model_pretrained_name,
+                **kwargs
+            )
+        else:
+            raise ValueError(f"Unsupported tokenizer type for {language_model_pretrained_name}. Supported types: Qwen, Llama, Gemma.")
+        
+        # Load audio processor
+        if "audio_processor" in config:
+            # Create audio processor from config
+            audio_config = config["audio_processor"]
+            audio_processor = VibeVoiceTokenizerProcessor(
+                sampling_rate=audio_config.get("sampling_rate", 24000),
+                normalize_audio=audio_config.get("normalize_audio", True),
+                target_dB_FS=audio_config.get("target_dB_FS", -25),
+                eps=audio_config.get("eps", 1e-6),
+            )
+        else:
+            # Create default audio processor
+            audio_processor = VibeVoiceTokenizerProcessor()
+        
+        # Create and return the processor
+        return cls(
+            tokenizer=tokenizer,
+            audio_processor=audio_processor,
+            speech_tok_compress_ratio=speech_tok_compress_ratio,
+            db_normalize=db_normalize,
+        )
+    
+    def save_pretrained(self, save_directory: Union[str, os.PathLike], **kwargs):
+        """
+        Save a processor to a directory, so that it can be re-loaded using the
+        [`~VibeVoiceProcessor.from_pretrained`] class method.
+
+        Args:
+            save_directory (`str` or `os.PathLike`):
+                Directory where the processor will be saved.
+        """
+        import os
+        import json
+        
+        os.makedirs(save_directory, exist_ok=True)
+        
+        # Save processor configuration
+        processor_config = {
+            "processor_class": "VibeVoiceProcessor",
+            "speech_tok_compress_ratio": self.speech_tok_compress_ratio,
+            "db_normalize": self.db_normalize,
+            "audio_processor": {
+                "feature_extractor_type": "VibeVoiceTokenizerProcessor",
+                "sampling_rate": getattr(self.audio_processor, 'sampling_rate', 24000),
+                "normalize_audio": getattr(self.audio_processor, 'normalize_audio', True),
+                "target_dB_FS": getattr(self.audio_processor, 'target_dB_FS', -25),
+                "eps": getattr(self.audio_processor, 'eps', 1e-6),
+            }
+        }
+        
+        config_path = os.path.join(save_directory, "preprocessor_config.json")
+        with open(config_path, 'w') as f:
+            json.dump(processor_config, f, indent=2)
+        
+        logger.info(f"Processor configuration saved in {config_path}")
+    
+    def __call__(
+        self,
+        text: Optional[Union[str, List[str], TextInput, PreTokenizedInput, List[TextInput], List[PreTokenizedInput]]] = None,
+        voice_samples: Optional[Union[List[Union[str, np.ndarray]], List[List[Union[str, np.ndarray]]]]] = None,
+        padding: Union[bool, str, PaddingStrategy] = True,
+        truncation: Union[bool, str, TruncationStrategy] = False,
+        max_length: Optional[int] = None,
+        return_tensors: Optional[Union[str, TensorType]] = None,
+        return_attention_mask: bool = True,
+        **kwargs,
+    ) -> BatchEncoding:
+        """
+        Main method to process one or more podcast scripts with optional voice samples.
+
+        Args:
+            text (`str`, `List[str]`):
+                The input text(s) to process. Can be:
+                - A single script string
+                - A list of script strings for batch processing
+                - A path to a .json or .txt file
+                - A list of paths
+            voice_samples (`List[Union[str, np.ndarray]]`, `List[List[Union[str, np.ndarray]]]`, *optional*):
+                Voice samples for each script. Can be:
+                - A list of samples for a single script
+                - A list of lists for batch processing
+            padding (`bool`, `str` or `PaddingStrategy`, defaults to `True`):
+                Whether to pad sequences to the same length
+            truncation (`bool`, `str` or `TruncationStrategy`, defaults to `False`):
+                Whether to truncate sequences
+            max_length (`int`, *optional*):
+                Maximum length of the returned sequences
+            return_tensors (`str` or `TensorType`, *optional*):
+                If set, will return tensors of a particular framework
+            return_attention_mask (`bool`, defaults to `True`):
+                Whether to return the attention mask
+
+        Returns:
+            `BatchEncoding`: A BatchEncoding with the following fields:
+                - **input_ids** -- List of token id sequences or tensor
+                - **attention_mask** -- List of attention masks or tensor
+                - **speech_tensors** -- Padded speech inputs (if voice_samples provided)
+                - **speech_masks** -- Speech masks (if voice_samples provided)
+                - **speech_input_mask** -- Boolean masks indicating speech token positions
+        """
+        # Handle single vs batch input
+        if isinstance(text, str) or (isinstance(text, list) and len(text) > 0 and not isinstance(text[0], str)):
+            # Single input
+            texts = [text]
+            is_batched = False
+        else:
+            # Batch input
+            texts = text
+            is_batched = True
+            
+        # Handle voice samples
+        if voice_samples is not None:
+            if not is_batched or (isinstance(voice_samples[0], (str, np.ndarray))):
+                # Single set of voice samples
+                voice_samples_list = [voice_samples]
+            else:
+                # Batch of voice samples
+                voice_samples_list = voice_samples
+        else:
+            voice_samples_list = [None] * len(texts)
+        
+        # Process each input
+        all_encodings = []
+        for text_input, voice_input in zip(texts, voice_samples_list):
+            encoding = self._process_single(text_input, voice_input)
+            all_encodings.append(encoding)
+            
+        # Combine batch
+        batch_encoding = self._batch_encode(
+            all_encodings,
+            padding=padding,
+            truncation=truncation,
+            max_length=max_length,
+            return_tensors=return_tensors,
+            return_attention_mask=return_attention_mask,
+        )
+        
+        return batch_encoding
+    
+    def _process_single(
+        self,
+        text: Union[str, TextInput],
+        voice_samples: Optional[List[Union[str, np.ndarray]]] = None,
+    ) -> Dict[str, Any]:
+        """Process a single podcast script."""
+        # Determine if text is a file path or direct script
+        script = None
+        if isinstance(text, str):
+            # Check if it's a file path
+            if text.endswith('.json') and os.path.exists(text):
+                script = self._convert_json_to_script(text)
+            elif text.endswith('.txt') and os.path.exists(text):
+                script = self._convert_text_to_script(text)
+            else:
+                # Assume it's the script content directly
+                script = text
+        
+        if script is None:
+            raise ValueError(f"Could not process input text: {text}")
+        
+        # Parse the script
+        parsed_lines = self._parse_script(script)
+        all_speakers = list(set(speaker_id for speaker_id, _ in parsed_lines))
+        
+        # Create system prompt
+        # system_tokens = self.tokenizer.encode(self.system_prompt, add_special_tokens=False)
+        system_tokens = self.tokenizer.encode(self.system_prompt)
+        
+        # Process voice samples if provided
+        if voice_samples:
+            voice_tokens, voice_speech_inputs, voice_speech_masks = self._create_voice_prompt(voice_samples[:len(all_speakers)])
+        else:
+            voice_tokens, voice_speech_inputs, voice_speech_masks = [], [], []
+        
+        # Build full token sequence
+        full_tokens = system_tokens + voice_tokens
+        speech_input_mask = [False] * len(system_tokens) + voice_speech_masks
+        
+        # Add text input section
+        full_tokens += self.tokenizer.encode(' Text input:\n', add_special_tokens=False)
+        speech_input_mask += [False] * len(self.tokenizer.encode(' Text input:\n', add_special_tokens=False))
+        
+        for speaker_id, speaker_text in parsed_lines:
+            speaker_text_tokens = self.tokenizer.encode(f" Speaker {speaker_id}:{speaker_text}\n", add_special_tokens=False)
+            full_tokens += speaker_text_tokens
+            speech_input_mask += [False] * len(speaker_text_tokens)
+        
+        # Add speech output section
+        full_tokens += self.tokenizer.encode(' Speech output:\n', add_special_tokens=False) + [self.tokenizer.speech_start_id]
+        speech_input_mask += [False] * (len(self.tokenizer.encode(' Speech output:\n', add_special_tokens=False)) + 1)
+        
+        return {
+            "input_ids": full_tokens,
+            "speech_inputs": voice_speech_inputs if voice_speech_inputs else None,
+            "speech_input_mask": speech_input_mask,
+            "parsed_script": parsed_lines,
+            "all_speakers": all_speakers,
+        }
+    
+    def _batch_encode(
+        self,
+        encodings: List[Dict[str, Any]],
+        padding: Union[bool, str, PaddingStrategy] = True,
+        truncation: Union[bool, str, TruncationStrategy] = False,
+        max_length: Optional[int] = None,
+        return_tensors: Optional[Union[str, TensorType]] = None,
+        return_attention_mask: bool = True,
+    ) -> BatchEncoding:
+        """Combine multiple encodings into a batch with padding."""
+        # Extract input_ids and create attention_mask
+        input_ids_list = [enc["input_ids"] for enc in encodings]
+        speech_input_masks_list = [enc["speech_input_mask"] for enc in encodings]
+        
+        # Determine padding strategy
+        if isinstance(padding, bool):
+            padding_strategy = PaddingStrategy.LONGEST if padding else PaddingStrategy.DO_NOT_PAD
+        elif isinstance(padding, str):
+            padding_strategy = PaddingStrategy(padding)
+        else:
+            padding_strategy = padding
+            
+        # Apply padding to input_ids
+        if padding_strategy != PaddingStrategy.DO_NOT_PAD:
+            if padding_strategy == PaddingStrategy.LONGEST:
+                max_len = max(len(ids) for ids in input_ids_list)
+            elif padding_strategy == PaddingStrategy.MAX_LENGTH and max_length is not None:
+                max_len = max_length
+            else:
+                max_len = max(len(ids) for ids in input_ids_list)
+                
+            # Pad sequences
+            padded_input_ids = []
+            attention_masks = []
+            padded_speech_input_masks = []
+            
+            for input_ids, speech_mask in zip(input_ids_list, speech_input_masks_list):
+                # Truncate if needed
+                if truncation and len(input_ids) > max_len:
+                    input_ids = input_ids[:max_len]
+                    speech_mask = speech_mask[:max_len]
+                    
+                # Pad
+                padding_length = max_len - len(input_ids)
+                # padded_ids = [self.tokenizer.pad_token_id] * padding_length + input_ids
+                padded_ids = [self.tokenizer.pad_id] * padding_length + input_ids
+                attention_mask = [0] * padding_length + [1] * len(input_ids)
+                padded_speech_mask = [False] * padding_length + speech_mask
+                
+                padded_input_ids.append(padded_ids)
+                attention_masks.append(attention_mask)
+                padded_speech_input_masks.append(padded_speech_mask)
+                
+            input_ids_list = padded_input_ids
+            speech_input_masks_list = padded_speech_input_masks
+        else:
+            # No padding, just create attention masks
+            attention_masks = [[1] * len(ids) for ids in input_ids_list] if return_attention_mask else None
+            
+        # Process speech inputs
+        all_speech_inputs = []
+        has_speech = False
+        for enc in encodings:
+            if enc["speech_inputs"] is not None:
+                all_speech_inputs.extend(enc["speech_inputs"])
+                has_speech = True
+                
+        # Prepare batch encoding
+        batch_encoding = BatchEncoding()
+        
+        # Handle tensor conversion
+        if return_tensors is not None:
+            batch_encoding["input_ids"] = torch.tensor(input_ids_list, dtype=torch.long)
+            if return_attention_mask and attention_masks is not None:
+                batch_encoding["attention_mask"] = torch.tensor(attention_masks, dtype=torch.long)
+            batch_encoding["speech_input_mask"] = torch.tensor(speech_input_masks_list, dtype=torch.bool)
+        else:
+            batch_encoding["input_ids"] = input_ids_list
+            if return_attention_mask and attention_masks is not None:
+                batch_encoding["attention_mask"] = attention_masks
+            batch_encoding["speech_input_mask"] = speech_input_masks_list
+            
+        # Process speech tensors if present
+        if has_speech:
+            speech_dict = self.prepare_speech_inputs(
+                all_speech_inputs,
+                return_tensors=return_tensors,
+            )
+            batch_encoding["speech_tensors"] = speech_dict["padded_speeches"]
+            batch_encoding["speech_masks"] = speech_dict["speech_masks"]
+        else:
+            batch_encoding["speech_tensors"] = None
+            batch_encoding["speech_masks"] = None
+            
+        # Add metadata
+        batch_encoding["parsed_scripts"] = [enc["parsed_script"] for enc in encodings]
+        batch_encoding["all_speakers_list"] = [enc["all_speakers"] for enc in encodings]
+        
+        return batch_encoding
+
+    def _create_voice_prompt(
+        self, 
+        speaker_samples: List[Union[str, np.ndarray]]
+    ) -> Tuple[List[int], List[np.ndarray], List[bool]]:
+        """
+        Create voice prompt tokens and process audio samples.
+        
+        Returns:
+            tuple: (voice_tokens, voice_speech_inputs, voice_speech_masks)
+        """
+        vae_token_id = self.tokenizer.speech_diffusion_id
+        
+        voice_full_tokens = self.tokenizer.encode(' Voice input:\n', add_special_tokens=False)
+        voice_speech_inputs = []
+        voice_speech_masks = [False] * len(voice_full_tokens)
+        
+        for speaker_id, speaker_audio in enumerate(speaker_samples):
+            prefix_tokens = self.tokenizer.encode(f" Speaker {speaker_id}:", add_special_tokens=False)
+            
+            # Process audio
+            if isinstance(speaker_audio, str):
+                # Load audio from file
+                wav = self.audio_processor._load_audio_from_path(speaker_audio)
+            else:
+                wav = np.array(speaker_audio, dtype=np.float32)
+            
+            # Apply normalization if needed
+            if self.db_normalize and self.audio_normalizer:
+                wav = self.audio_normalizer(wav)
+            
+            # Calculate token length based on compression ratio
+            # if speaker_audio.endswith('.pt') or speaker_audio.endswith('.npy'):
+            #     vae_tok_len = wav.shape[0]
+            # else:
+            vae_tok_len = math.ceil(wav.shape[0] / self.speech_tok_compress_ratio)
+            
+            # Build tokens and masks
+            speaker_tokens = (prefix_tokens + 
+                            [self.tokenizer.speech_start_id] + 
+                            [vae_token_id] * vae_tok_len + 
+                            [self.tokenizer.speech_end_id] + 
+                            self.tokenizer.encode('\n', add_special_tokens=False))
+            
+            vae_input_mask = ([False] * len(prefix_tokens) + 
+                            [False] + 
+                            [True] * vae_tok_len + 
+                            [False] + 
+                            [False])
+            
+            voice_full_tokens.extend(speaker_tokens)
+            voice_speech_masks.extend(vae_input_mask)
+            voice_speech_inputs.append(wav)
+            
+        return voice_full_tokens, voice_speech_inputs, voice_speech_masks
+
+    def prepare_speech_inputs(
+        self,
+        speech_inputs: List[np.ndarray],
+        return_tensors: Optional[Union[str, TensorType]] = None,
+        device: Optional[Union[str, torch.device]] = None,
+        dtype: Optional[torch.dtype] = None,
+    ) -> Dict[str, Any]:
+        """
+        Prepare speech inputs for model consumption.
+        
+        Args:
+            speech_inputs: List of speech arrays
+            return_tensors: Output tensor type
+            device: Device to place tensors on
+            dtype: Data type for tensors
+            
+        Returns:
+            Dictionary with padded_speeches and speech_masks
+        """
+        if not speech_inputs:
+            return {"padded_speeches": None, "speech_masks": None}
+        
+        # Calculate sequence lengths
+        vae_tok_seqlens = [math.ceil(s.shape[0] / self.speech_tok_compress_ratio) for s in speech_inputs]
+        # vae_tok_seqlens = [math.ceil(s.shape[0] / self.speech_tok_compress_ratio) if s.ndim == 1 else s.shape[0] for s in speech_inputs]
+        max_speech_length = max(s.shape[0] for s in speech_inputs)
+        
+        # Pad speeches
+        if speech_inputs[0].ndim == 1:
+            padded_speeches = np.full((len(speech_inputs), max_speech_length), fill_value=0, dtype=np.float32)
+        else:
+            padded_speeches = np.full((len(speech_inputs), max_speech_length, speech_inputs[0].shape[-1]), fill_value=0, dtype=np.float32)
+        speech_masks = np.zeros((len(speech_inputs), max(vae_tok_seqlens)), dtype=np.bool_)
+        
+        for i, (speech, vae_tok_length) in enumerate(zip(speech_inputs, vae_tok_seqlens)):
+            padded_speeches[i, :len(speech)] = speech
+            speech_masks[i, :vae_tok_length] = True
+        
+        result = {
+            "padded_speeches": padded_speeches,
+            "speech_masks": speech_masks,
+        }
+        
+        # Convert to tensors if requested
+        if return_tensors == "pt":
+            result["padded_speeches"] = torch.tensor(padded_speeches, device=device, dtype=dtype or torch.float32)
+            result["speech_masks"] = torch.tensor(speech_masks, device=device, dtype=torch.bool)
+            
+        return result
+        
+    def _convert_json_to_script(self, json_file: str) -> str:
+        """
+        Convert JSON format to script format.
+        Expected JSON format:
+        [
+            {"speaker": "1", "text": "Hello everyone..."},
+            {"speaker": "2", "text": "Great to be here..."}
+        ]
+        """
+        import json
+        
+        with open(json_file, 'r', encoding='utf-8') as f:
+            data = json.load(f)
+        
+        if not isinstance(data, list):
+            raise ValueError("JSON file must contain a list of speaker entries")
+        
+        script_lines = []
+        for item in data:
+            if not isinstance(item, dict):
+                logger.warning(f"Skipping non-dict entry: {item}")
+                continue
+                
+            speaker = item.get('speaker')
+            text = item.get('text')
+            
+            if speaker is None or text is None:
+                logger.warning(f"Skipping entry missing speaker or text: {item}")
+                continue
+            
+            # Ensure speaker ID is valid
+            try:
+                speaker_id = int(speaker)
+            except (ValueError, TypeError):
+                logger.warning(f"Invalid speaker ID: {speaker}, skipping entry")
+                continue
+            
+            # Clean up text
+            text = text.strip()
+            if text:
+                script_lines.append(f"Speaker {speaker_id}: {text}")
+        
+        if not script_lines:
+            raise ValueError("No valid entries found in JSON file")
+            
+        return "\n".join(script_lines)
+
+    def _convert_text_to_script(self, text_file: str) -> str:
+        """
+        Convert text file to script format.
+        Handles multiple formats:
+        1. Already formatted as "Speaker X: text"
+        2. Plain text (assigns to Speaker 1)
+        
+        Handles edge cases like multiple colons in a line.
+        """
+        with open(text_file, 'r', encoding='utf-8') as f:
+            lines = f.readlines()
+        
+        script_lines = []
+        current_speaker = 1
+        
+        for line in lines:
+            line = line.strip()
+            if not line:
+                continue
+            
+            # Try to parse as "Speaker X: text" format
+            # Use regex to be more robust
+            speaker_match = re.match(r'^Speaker\s+(\d+)\s*:\s*(.*)$', line, re.IGNORECASE)
+            
+            if speaker_match:
+                speaker_id = int(speaker_match.group(1))
+                text = speaker_match.group(2).strip()
+                if text:
+                    script_lines.append(f"Speaker {speaker_id}: {text}")
+            else:
+                # Treat as plain text - assign to current speaker
+                script_lines.append(f"Speaker {current_speaker}: {line}")
+        
+        if not script_lines:
+            raise ValueError("No valid content found in text file")
+            
+        return "\n".join(script_lines)
+
+    def _parse_script(self, script: str) -> List[Tuple[int, str]]:
+        """Parse script into list of (speaker_id, text) tuples."""
+        lines = script.strip().split("\n")
+        parsed_lines = []
+        speaker_ids = []
+                
+        # First pass: parse all lines and collect speaker IDs
+        for line in lines:
+            if not line.strip():
+                continue
+                
+            # Use regex to handle edge cases like multiple colons
+            match = re.match(r'^Speaker\s+(\d+)\s*:\s*(.*)$', line.strip(), re.IGNORECASE)
+            
+            if match:
+                speaker_id = int(match.group(1))
+                text = ' ' + match.group(2).strip()
+                parsed_lines.append((speaker_id, text))
+                speaker_ids.append(speaker_id)
+            else:
+                logger.warning(f"Could not parse line: '{line}'")
+        
+        if not parsed_lines:
+            raise ValueError("No valid speaker lines found in script")
+        
+        # Check if we need to normalize speaker IDs (only if all are > 0)
+        min_speaker_id = min(speaker_ids)
+        if min_speaker_id > 0:
+            # Normalize to start from 0
+            normalized_lines = []
+            for speaker_id, text in parsed_lines:
+                normalized_lines.append((speaker_id - 1, text))
+            return normalized_lines
+        else:
+            # Keep original IDs
+            return parsed_lines
+
+    def _merge_inputs(self, text_inputs: BatchEncoding, audio_inputs: Dict) -> BatchEncoding:
+        """Merge text and audio inputs into a single BatchEncoding."""
+        # Start with text inputs
+        merged = BatchEncoding(text_inputs)
+        
+        # Add audio-specific fields
+        if "audio" in audio_inputs:
+            merged["speech_inputs"] = audio_inputs["audio"]
+        if "streaming" in audio_inputs:
+            merged["streaming"] = audio_inputs["streaming"]
+            
+        return merged
+
+    def batch_decode(self, *args, **kwargs):
+        """
+        This method forwards all its arguments to VibeVoiceTextTokenizer's [`~PreTrainedTokenizer.batch_decode`].
+        Please refer to the docstring of this method for more information.
+        """
+        return self.tokenizer.batch_decode(*args, **kwargs)
+
+    def decode(self, *args, **kwargs):
+        """
+        This method forwards all its arguments to VibeVoiceTextTokenizer's [`~PreTrainedTokenizer.decode`].
+        Please refer to the docstring of this method for more information.
+        """
+        return self.tokenizer.decode(*args, **kwargs)
+
+    @property
+    def model_input_names(self):
+        """
+        Return the list of inputs accepted by the model.
+        """
+        tokenizer_input_names = self.tokenizer.model_input_names
+        audio_processor_input_names = self.audio_processor.model_input_names
+        return list(dict.fromkeys(tokenizer_input_names + audio_processor_input_names + ["speech_inputs", "speech_input_mask"]))
+
+    def save_audio(self, 
+        audio: Union[torch.Tensor, np.ndarray, List[Union[torch.Tensor, np.ndarray]]],
+        output_path: str = "output.wav",
+        sampling_rate: Optional[int] = None,
+        normalize: bool = False,
+        batch_prefix: str = "audio_",
+    ) -> str:
+        """
+        Save audio data to a file.
+        Args:
+            audio (Union[torch.Tensor, np.ndarray, List[Union[torch.Tensor, np.ndarray]]]):
+                The audio data to save. Can be a single tensor/array or a list of them.
+            output_path (str, optional): Path to save the audio file. Defaults to "output.wav".
+            sampling_rate (int, optional): Sampling rate for the audio. If None, uses the processor's default.
+            normalize (bool, optional): Whether to normalize the audio before saving. Defaults to False.
+            batch_prefix (str, optional): Prefix for batch audio files. Defaults to "audio_".
+        Returns:
+            str: The path to the saved audio file.
+        """
+        return self.audio_processor.save_audio(audio, output_path=output_path, sampling_rate=sampling_rate, normalize=normalize, batch_prefix=batch_prefix)
+    
+__all__ = [
+    "VibeVoiceProcessor",
+]
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/processor/vibevoice_tokenizer_processor.py b/VibeVoice-finetuning/src/vibevoice/processor/vibevoice_tokenizer_processor.py
new file mode 100644
index 0000000000000000000000000000000000000000..0d854b7842658dbb573b6623c05d1326a71221cf
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/processor/vibevoice_tokenizer_processor.py
@@ -0,0 +1,483 @@
+"""
+Processor class for VibeVoice models.
+"""
+
+import os
+import json
+import warnings
+from typing import List, Optional, Union, Dict, Any
+
+import numpy as np
+import torch
+
+from transformers.feature_extraction_utils import FeatureExtractionMixin
+from transformers.utils import logging
+
+logger = logging.get_logger(__name__)
+
+
+class AudioNormalizer:
+    """
+    Audio normalization class for VibeVoice tokenizer.
+    
+    This class provides audio normalization to ensure consistent input levels
+    for the VibeVoice tokenizer while maintaining audio quality.
+    """
+    
+    def __init__(self, target_dB_FS: float = -25, eps: float = 1e-6):
+        """
+        Initialize the audio normalizer.
+        
+        Args:
+            target_dB_FS (float): Target dB FS level for the audio. Default: -25
+            eps (float): Small value to avoid division by zero. Default: 1e-6
+        """
+        self.target_dB_FS = target_dB_FS
+        self.eps = eps
+    
+    def tailor_dB_FS(self, audio: np.ndarray) -> tuple:
+        """
+        Adjust the audio to the target dB FS level.
+        
+        Args:
+            audio (np.ndarray): Input audio signal
+            
+        Returns:
+            tuple: (normalized_audio, rms, scalar)
+        """
+        rms = np.sqrt(np.mean(audio**2))
+        scalar = 10 ** (self.target_dB_FS / 20) / (rms + self.eps)
+        normalized_audio = audio * scalar
+        return normalized_audio, rms, scalar
+    
+    def avoid_clipping(self, audio: np.ndarray, scalar: Optional[float] = None) -> tuple:
+        """
+        Avoid clipping by scaling down if necessary.
+        
+        Args:
+            audio (np.ndarray): Input audio signal
+            scalar (float, optional): Explicit scaling factor
+            
+        Returns:
+            tuple: (normalized_audio, scalar)
+        """
+        if scalar is None:
+            max_val = np.max(np.abs(audio))
+            if max_val > 1.0:
+                scalar = max_val + self.eps
+            else:
+                scalar = 1.0
+        
+        return audio / scalar, scalar
+    
+    def __call__(self, audio: np.ndarray) -> np.ndarray:
+        """
+        Normalize the audio by adjusting to target dB FS and avoiding clipping.
+        
+        Args:
+            audio (np.ndarray): Input audio signal
+            
+        Returns:
+            np.ndarray: Normalized audio signal
+        """
+        # First adjust to target dB FS
+        audio, _, _ = self.tailor_dB_FS(audio)
+        # Then avoid clipping
+        audio, _ = self.avoid_clipping(audio)
+        return audio
+
+
+# Change from ProcessorMixin to FeatureExtractionMixin which is designed for single components
+class VibeVoiceTokenizerProcessor(FeatureExtractionMixin):
+    """
+    Processor for VibeVoice acoustic tokenizer models.
+    
+    This processor handles audio preprocessing for VibeVoice models, including:
+    - Audio format conversion (stereo to mono)
+    - Optional audio normalization
+    - Streaming support for infinite-length audio
+    
+    Args:
+        sampling_rate (int, optional): Expected sampling rate. Defaults to 24000.
+        normalize_audio (bool, optional): Whether to normalize audio. Defaults to True.
+        target_dB_FS (float, optional): Target dB FS for normalization. Defaults to -25.
+        eps (float, optional): Small value for numerical stability. Defaults to 1e-6.
+    """
+    model_input_names = ["input_features"]
+    
+    def __init__(
+        self,
+        sampling_rate: int = 24000,
+        normalize_audio: bool = True,
+        target_dB_FS: float = -25,
+        eps: float = 1e-6,
+        **kwargs,
+    ):
+        super().__init__(**kwargs)
+        
+        self.sampling_rate = sampling_rate
+        self.normalize_audio = normalize_audio
+        
+        # Initialize audio normalizer if needed
+        if self.normalize_audio:
+            self.normalizer = AudioNormalizer(target_dB_FS=target_dB_FS, eps=eps)
+        else:
+            self.normalizer = None
+        
+        # Save config
+        self.feature_extractor_dict = {
+            "sampling_rate": sampling_rate,
+            "normalize_audio": normalize_audio,
+            "target_dB_FS": target_dB_FS,
+            "eps": eps,
+        }
+    
+    def _ensure_mono(self, audio: np.ndarray) -> np.ndarray:
+        """
+        Convert stereo audio to mono if needed.
+        
+        Args:
+            audio (np.ndarray): Input audio array
+            
+        Returns:
+            np.ndarray: Mono audio array
+        """
+        if len(audio.shape) == 1:
+            return audio
+        elif len(audio.shape) == 2:
+            if audio.shape[0] == 2:  # (2, time)
+                return np.mean(audio, axis=0)
+            elif audio.shape[1] == 2:  # (time, 2)
+                return np.mean(audio, axis=1)
+            else:
+                # If one dimension is 1, squeeze it
+                if audio.shape[0] == 1:
+                    return audio.squeeze(0)
+                elif audio.shape[1] == 1:
+                    return audio.squeeze(1)
+                else:
+                    raise ValueError(f"Unexpected audio shape: {audio.shape}")
+        else:
+            raise ValueError(f"Audio should be 1D or 2D, got shape: {audio.shape}")
+    
+    def _process_single_audio(self, audio: Union[np.ndarray, List[float]]) -> np.ndarray:
+        """
+        Process a single audio array.
+        
+        Args:
+            audio: Single audio input
+            
+        Returns:
+            np.ndarray: Processed audio
+        """
+        # Convert to numpy array
+        if not isinstance(audio, np.ndarray):
+            audio = np.array(audio, dtype=np.float32)
+        else:
+            audio = audio.astype(np.float32)
+        
+        # Ensure mono
+        audio = self._ensure_mono(audio)
+        
+        # Normalize if requested
+        if self.normalize_audio and self.normalizer is not None:
+            audio = self.normalizer(audio)
+        
+        return audio
+    
+    def __call__(
+        self,
+        audio: Union[str, np.ndarray, List[float], List[np.ndarray], List[List[float]], List[str]] = None,
+        sampling_rate: Optional[int] = None,
+        return_tensors: Optional[str] = None,
+        **kwargs,
+    ):
+        """
+        Process audio for VibeVoice models.
+        
+        Args:
+            audio: Audio input(s) to process. Can be:
+                - str: Path to audio file
+                - np.ndarray: Audio array
+                - List[float]: Audio as list of floats
+                - List[np.ndarray]: Batch of audio arrays
+                - List[str]: Batch of audio file paths
+            sampling_rate (int, optional): Sampling rate of the input audio
+            return_tensors (str, optional): Return format ('pt' for PyTorch, 'np' for NumPy)
+            
+        Returns:
+            dict: Processed audio inputs with keys:
+                - input_features: Audio tensor(s) ready for the model
+        """
+        if audio is None:
+            raise ValueError("Audio input is required")
+        
+        # Validate sampling rate
+        if sampling_rate is not None and sampling_rate != self.sampling_rate:
+            logger.warning(
+                f"Input sampling rate ({sampling_rate}) differs from expected "
+                f"sampling rate ({self.sampling_rate}). Please resample your audio."
+            )
+        
+        # Handle different input types
+        if isinstance(audio, str):
+            # Single audio file path
+            audio = self._load_audio_from_path(audio)
+            is_batched = False
+        elif isinstance(audio, list):
+            if len(audio) == 0:
+                raise ValueError("Empty audio list provided")
+            
+            # Check if it's a list of file paths
+            if all(isinstance(item, str) for item in audio):
+                # Batch of audio file paths
+                audio = [self._load_audio_from_path(path) for path in audio]
+                is_batched = True
+            else:
+                # Check if it's batched audio arrays
+                is_batched = isinstance(audio[0], (np.ndarray, list))
+        else:
+            # Single audio array or list
+            is_batched = False
+        
+        # Process audio
+        if is_batched:
+            processed_audio = [self._process_single_audio(a) for a in audio]
+        else:
+            processed_audio = [self._process_single_audio(audio)]
+        
+        # Convert to tensors if requested
+        if return_tensors == "pt":
+            if len(processed_audio) == 1:
+                # Create a proper batch dimension (B, T)
+                input_features = torch.from_numpy(processed_audio[0]).unsqueeze(0).unsqueeze(1)
+            else:
+                # For batched input with different lengths, create a batch properly
+                input_features = torch.stack([torch.from_numpy(a) for a in processed_audio]).unsqueeze(1)
+        elif return_tensors == "np":
+            if len(processed_audio) == 1:
+                input_features = processed_audio[0][np.newaxis, np.newaxis, :]
+            else:
+                input_features = np.stack(processed_audio)[:, np.newaxis, :]
+        else:
+            input_features = processed_audio[0] if len(processed_audio) == 1 else processed_audio
+        
+        outputs = {
+            "audio": input_features,  # Use "audio" instead of "input_features"
+        }
+        
+        return outputs
+
+    def _load_audio_from_path(self, audio_path: str) -> np.ndarray:
+        """
+        Load audio from file path.
+        
+        Args:
+            audio_path (str): Path to audio file
+            
+        Returns:
+            np.ndarray: Loaded audio array
+        """
+        # Get file extension to determine loading method
+        file_ext = os.path.splitext(audio_path)[1].lower()
+        
+        if file_ext in ['.wav', '.mp3', '.flac', '.m4a', '.ogg']:
+            # Audio file - use librosa
+            import librosa
+            audio_array, sr = librosa.load(
+                audio_path, 
+                sr=self.sampling_rate, 
+                mono=True
+            )
+            return audio_array
+        elif file_ext == '.pt':
+            # PyTorch tensor file
+            audio_tensor = torch.load(audio_path, map_location='cpu').squeeze()
+            if isinstance(audio_tensor, torch.Tensor):
+                audio_array = audio_tensor.numpy()
+            else:
+                audio_array = np.array(audio_tensor)
+            return audio_array.astype(np.float32)
+        elif file_ext == '.npy':
+            # NumPy file
+            audio_array = np.load(audio_path)
+            return audio_array.astype(np.float32)
+        else:
+            raise ValueError(
+                f"Unsupported file format: {file_ext}. "
+                f"Supported formats: .wav, .mp3, .flac, .m4a, .ogg, .pt, .npy, .npz"
+            )
+    
+    def preprocess_audio(
+        self, 
+        audio_path_or_array: Union[str, np.ndarray],
+        normalize: Optional[bool] = None,
+    ) -> np.ndarray:
+        """
+        Convenience method to preprocess audio from file path or array.
+        This method is kept for backward compatibility but __call__ is recommended.
+        
+        Args:
+            audio_path_or_array: Path to audio file or numpy array
+            normalize: Whether to normalize (overrides default setting)
+            
+        Returns:
+            np.ndarray: Preprocessed audio array
+        """
+        if isinstance(audio_path_or_array, str):
+            audio_array = self._load_audio_from_path(audio_path_or_array)
+        else:
+            audio_array = np.array(audio_path_or_array, dtype=np.float32)
+        
+        # Override normalization setting if specified
+        original_normalize = self.normalize_audio
+        if normalize is not None:
+            self.normalize_audio = normalize
+        
+        try:
+            processed = self._process_single_audio(audio_array)
+        finally:
+            # Restore original setting
+            self.normalize_audio = original_normalize
+        
+        return processed
+    
+    # Override to_dict method for configuration saving
+    def to_dict(self) -> Dict[str, Any]:
+        """
+        Convert the object to a dict containing all attributes needed for serialization.
+        """
+        return self.feature_extractor_dict
+
+    def save_audio(
+        self,
+        audio: Union[torch.Tensor, np.ndarray, List[Union[torch.Tensor, np.ndarray]]],
+        output_path: str = "output.wav",
+        sampling_rate: Optional[int] = None,
+        normalize: bool = False,
+        batch_prefix: str = "audio_",
+    ):
+        """
+        Save audio data to WAV file(s).
+        
+        Args:
+            audio: Audio data to save. Can be:
+                - torch.Tensor: PyTorch tensor with shape (B, C, T) or (B, T) or (T)
+                - np.ndarray: NumPy array with shape (B, C, T) or (B, T) or (T)
+                - List of tensors or arrays
+            output_path: Path where to save the audio. If saving multiple files,
+                this is treated as a directory and individual files will be saved inside.
+            sampling_rate: Sampling rate for the saved audio. Defaults to the processor's rate.
+            normalize: Whether to normalize audio before saving.
+            batch_prefix: Prefix for batch files when saving multiple audios.
+                
+        Returns:
+            List[str]: Paths to the saved audio files.
+        """
+        if sampling_rate is None:
+            sampling_rate = self.sampling_rate
+        
+        try:
+            import soundfile as sf
+        except ImportError:
+            raise ImportError(
+                "soundfile is required to save audio files. "
+                "Install it with: pip install soundfile"
+            )
+        
+        # Ensure audio is in the right format
+        if isinstance(audio, torch.Tensor):
+            # Convert PyTorch tensor to numpy
+            audio_np = audio.float().detach().cpu().numpy()
+        elif isinstance(audio, np.ndarray):
+            audio_np = audio
+        elif isinstance(audio, list):
+            # Handle list of tensors or arrays
+            if all(isinstance(a, torch.Tensor) for a in audio):
+                audio_np = [a.float().detach().cpu().numpy() for a in audio]
+            else:
+                audio_np = audio
+        else:
+            raise ValueError(f"Unsupported audio type: {type(audio)}")
+        
+        saved_paths = []
+        
+        # Handle based on shape or type
+        if isinstance(audio_np, list):
+            # Multiple separate audios to save
+            output_dir = output_path
+            
+            # Ensure output directory exists
+            os.makedirs(output_dir, exist_ok=True)
+            
+            # Save each audio
+            for i, audio_item in enumerate(audio_np):
+                audio_item = self._prepare_audio_for_save(audio_item, normalize)
+                file_path = os.path.join(output_dir, f"{batch_prefix}{i}.wav")
+                sf.write(file_path, audio_item, sampling_rate)
+                saved_paths.append(file_path)
+                
+        else:
+            # Handle different dimensions
+            if len(audio_np.shape) >= 3:  # (B, C, T) or similar
+                # Get batch size
+                batch_size = audio_np.shape[0]
+                
+                if batch_size > 1:
+                    # Multiple audios in a batch
+                    output_dir = output_path
+                    
+                    # Ensure output directory exists
+                    os.makedirs(output_dir, exist_ok=True)
+                    
+                    # Save each audio in the batch
+                    for i in range(batch_size):
+                        # Extract single audio and remove channel dim if present
+                        single_audio = audio_np[i]
+                        if len(single_audio.shape) > 1:
+                            if single_audio.shape[0] == 1:  # (1, T)
+                                single_audio = single_audio.squeeze(0)
+                        
+                        single_audio = self._prepare_audio_for_save(single_audio, normalize)
+                        file_path = os.path.join(output_dir, f"{batch_prefix}{i}.wav")
+                        sf.write(file_path, single_audio, sampling_rate)
+                        saved_paths.append(file_path)
+                else:
+                    # Single audio with batch and channel dims
+                    audio_item = audio_np.squeeze()  # Remove batch and channel dimensions
+                    audio_item = self._prepare_audio_for_save(audio_item, normalize)
+                    sf.write(output_path, audio_item, sampling_rate)
+                    saved_paths.append(output_path)
+            else:
+                # Single audio without batch dimension
+                audio_item = self._prepare_audio_for_save(audio_np, normalize)
+                sf.write(output_path, audio_item, sampling_rate)
+                saved_paths.append(output_path)
+        
+        return saved_paths
+
+    def _prepare_audio_for_save(self, audio: np.ndarray, normalize: bool) -> np.ndarray:
+        """
+        Prepare audio for saving by ensuring it's the right shape and optionally normalizing.
+        
+        Args:
+            audio: Audio data as numpy array
+            normalize: Whether to normalize audio
+            
+        Returns:
+            np.ndarray: Processed audio ready for saving
+        """
+        # Ensure right dimensionality
+        if len(audio.shape) > 1 and audio.shape[0] == 1:  # (1, T)
+            audio = audio.squeeze(0)
+        
+        # Normalize if requested
+        if normalize:
+            max_val = np.abs(audio).max()
+            if max_val > 0:
+                audio = audio / max_val
+        
+        return audio
+
+
+__all__ = ["VibeVoiceTokenizerProcessor", "AudioNormalizer"]
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/schedule/__init__.py b/VibeVoice-finetuning/src/vibevoice/schedule/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/__init__.cpython-311.pyc b/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/__init__.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..1b83ef0b946c9e2fa248c213d214cb626079b966
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/__init__.cpython-311.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/__init__.cpython-312.pyc b/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/__init__.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..9795b8aae8adbbfb6b5aa9161a9d5ba06b073400
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/__init__.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/dpm_solver.cpython-311.pyc b/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/dpm_solver.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..6e48b8e4b7e773207e567010033d0da802a9025e
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/dpm_solver.cpython-311.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/dpm_solver.cpython-312.pyc b/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/dpm_solver.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..2880ed4f8f9d0dd08e6e6f075a11c79d1482b496
Binary files /dev/null and b/VibeVoice-finetuning/src/vibevoice/schedule/__pycache__/dpm_solver.cpython-312.pyc differ
diff --git a/VibeVoice-finetuning/src/vibevoice/schedule/dpm_solver.py b/VibeVoice-finetuning/src/vibevoice/schedule/dpm_solver.py
new file mode 100644
index 0000000000000000000000000000000000000000..806241f4352465f50114b587e0db2c63bc73c24f
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/schedule/dpm_solver.py
@@ -0,0 +1,1065 @@
+# Copyright 2024 TSAIL Team and The HuggingFace Team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# DISCLAIMER: This file is strongly influenced by https://github.com/LuChengTHU/dpm-solver
+
+import math
+from typing import List, Optional, Tuple, Union
+
+import numpy as np
+import torch
+
+from diffusers.configuration_utils import ConfigMixin, register_to_config
+from diffusers.utils import deprecate
+from diffusers.utils.torch_utils import randn_tensor
+from diffusers.schedulers.scheduling_utils import KarrasDiffusionSchedulers, SchedulerMixin, SchedulerOutput
+
+def betas_for_alpha_bar(
+    num_diffusion_timesteps,
+    max_beta=0.999,
+    alpha_transform_type="cosine",
+):
+    """
+    Create a beta schedule that discretizes the given alpha_t_bar function, which defines the cumulative product of
+    (1-beta) over time from t = [0,1].
+
+    Contains a function alpha_bar that takes an argument t and transforms it to the cumulative product of (1-beta) up
+    to that part of the diffusion process.
+
+
+    Args:
+        num_diffusion_timesteps (`int`): the number of betas to produce.
+        max_beta (`float`): the maximum beta to use; use values lower than 1 to
+                     prevent singularities.
+        alpha_transform_type (`str`, *optional*, default to `cosine`): the type of noise schedule for alpha_bar.
+                     Choose from `cosine` or `exp`
+
+    Returns:
+        betas (`np.ndarray`): the betas used by the scheduler to step the model outputs
+    """
+    if alpha_transform_type == "cosine":
+
+        def alpha_bar_fn(t):
+            return math.cos((t + 0.008) / 1.008 * math.pi / 2) ** 2
+            # return math.cos(t * math.pi / 2 * 0.95) ** 2
+
+    elif alpha_transform_type == "exp":
+
+        def alpha_bar_fn(t):
+            return math.exp(t * -12.0)
+
+    elif alpha_transform_type == "cauchy":
+        # µ + γ tan (π (0.5 - x))  γ = 1, µ = 3
+        # alpha^2 = 1-1/(exp(λ)+1)
+        def alpha_bar_fn(t, gamma=1, mu=3):
+            snr = mu + gamma * math.tan(math.pi * (0.5 - t) * 0.9)
+            return 1 - 1 / (math.exp(snr) + 1.1)
+
+    elif alpha_transform_type == "laplace":
+        # µ − bsgn(0.5 − t) log(1 − 2|t − 0.5|) µ = 0, b = 1
+        def alpha_bar_fn(t, mu=0, b=1):
+            snr = mu - b * math.copysign(1, 0.5 - t) * math.log(1 - 2 * abs(t - 0.5) * 0.98)
+            return 1 - 1 / (math.exp(snr) + 1.02)
+
+    else:
+        raise ValueError(f"Unsupported alpha_transform_type: {alpha_transform_type}")
+
+    betas = []
+    for i in range(num_diffusion_timesteps):
+        t1 = i / num_diffusion_timesteps
+        t2 = (i + 1) / num_diffusion_timesteps
+        betas.append(min(1 - alpha_bar_fn(t2) / alpha_bar_fn(t1), max_beta))
+    return torch.tensor(betas, dtype=torch.float32)
+
+
+# Copied from diffusers.schedulers.scheduling_ddim.rescale_zero_terminal_snr
+def rescale_zero_terminal_snr(betas):
+    """
+    Rescales betas to have zero terminal SNR Based on https://arxiv.org/pdf/2305.08891.pdf (Algorithm 1)
+
+
+    Args:
+        betas (`torch.Tensor`):
+            the betas that the scheduler is being initialized with.
+
+    Returns:
+        `torch.Tensor`: rescaled betas with zero terminal SNR
+    """
+    # Convert betas to alphas_bar_sqrt
+    alphas = 1.0 - betas
+    alphas_cumprod = torch.cumprod(alphas, dim=0)
+    alphas_bar_sqrt = alphas_cumprod.sqrt()
+
+    # Store old values.
+    alphas_bar_sqrt_0 = alphas_bar_sqrt[0].clone()
+    alphas_bar_sqrt_T = alphas_bar_sqrt[-1].clone()
+
+    # Shift so the last timestep is zero.
+    alphas_bar_sqrt -= alphas_bar_sqrt_T
+
+    # Scale so the first timestep is back to the old value.
+    alphas_bar_sqrt *= alphas_bar_sqrt_0 / (alphas_bar_sqrt_0 - alphas_bar_sqrt_T)
+
+    # Convert alphas_bar_sqrt to betas
+    alphas_bar = alphas_bar_sqrt**2  # Revert sqrt
+    alphas = alphas_bar[1:] / alphas_bar[:-1]  # Revert cumprod
+    alphas = torch.cat([alphas_bar[0:1], alphas])
+    betas = 1 - alphas
+
+    return betas
+
+class DPMSolverMultistepScheduler(SchedulerMixin, ConfigMixin):
+    """
+    `DPMSolverMultistepScheduler` is a fast dedicated high-order solver for diffusion ODEs.
+
+    This model inherits from [`SchedulerMixin`] and [`ConfigMixin`]. Check the superclass documentation for the generic
+    methods the library implements for all schedulers such as loading and saving.
+
+    Args:
+        num_train_timesteps (`int`, defaults to 1000):
+            The number of diffusion steps to train the model.
+        beta_start (`float`, defaults to 0.0001):
+            The starting `beta` value of inference.
+        beta_end (`float`, defaults to 0.02):
+            The final `beta` value.
+        beta_schedule (`str`, defaults to `"linear"`):
+            The beta schedule, a mapping from a beta range to a sequence of betas for stepping the model. Choose from
+            `linear`, `scaled_linear`, or `squaredcos_cap_v2`.
+        trained_betas (`np.ndarray`, *optional*):
+            Pass an array of betas directly to the constructor to bypass `beta_start` and `beta_end`.
+        solver_order (`int`, defaults to 2):
+            The DPMSolver order which can be `1` or `2` or `3`. It is recommended to use `solver_order=2` for guided
+            sampling, and `solver_order=3` for unconditional sampling.
+        prediction_type (`str`, defaults to `epsilon`, *optional*):
+            Prediction type of the scheduler function; can be `epsilon` (predicts the noise of the diffusion process),
+            `sample` (directly predicts the noisy sample`) or `v_prediction` (see section 2.4 of [Imagen
+            Video](https://imagen.research.google/video/paper.pdf) paper).
+        thresholding (`bool`, defaults to `False`):
+            Whether to use the "dynamic thresholding" method. This is unsuitable for latent-space diffusion models such
+            as Stable Diffusion.
+        dynamic_thresholding_ratio (`float`, defaults to 0.995):
+            The ratio for the dynamic thresholding method. Valid only when `thresholding=True`.
+        sample_max_value (`float`, defaults to 1.0):
+            The threshold value for dynamic thresholding. Valid only when `thresholding=True` and
+            `algorithm_type="dpmsolver++"`.
+        algorithm_type (`str`, defaults to `dpmsolver++`):
+            Algorithm type for the solver; can be `dpmsolver`, `dpmsolver++`, `sde-dpmsolver` or `sde-dpmsolver++`. The
+            `dpmsolver` type implements the algorithms in the [DPMSolver](https://huggingface.co/papers/2206.00927)
+            paper, and the `dpmsolver++` type implements the algorithms in the
+            [DPMSolver++](https://huggingface.co/papers/2211.01095) paper. It is recommended to use `dpmsolver++` or
+            `sde-dpmsolver++` with `solver_order=2` for guided sampling like in Stable Diffusion.
+        solver_type (`str`, defaults to `midpoint`):
+            Solver type for the second-order solver; can be `midpoint` or `heun`. The solver type slightly affects the
+            sample quality, especially for a small number of steps. It is recommended to use `midpoint` solvers.
+        lower_order_final (`bool`, defaults to `True`):
+            Whether to use lower-order solvers in the final steps. Only valid for < 15 inference steps. This can
+            stabilize the sampling of DPMSolver for steps < 15, especially for steps <= 10.
+        euler_at_final (`bool`, defaults to `False`):
+            Whether to use Euler's method in the final step. It is a trade-off between numerical stability and detail
+            richness. This can stabilize the sampling of the SDE variant of DPMSolver for small number of inference
+            steps, but sometimes may result in blurring.
+        use_karras_sigmas (`bool`, *optional*, defaults to `False`):
+            Whether to use Karras sigmas for step sizes in the noise schedule during the sampling process. If `True`,
+            the sigmas are determined according to a sequence of noise levels {σi}.
+        use_lu_lambdas (`bool`, *optional*, defaults to `False`):
+            Whether to use the uniform-logSNR for step sizes proposed by Lu's DPM-Solver in the noise schedule during
+            the sampling process. If `True`, the sigmas and time steps are determined according to a sequence of
+            `lambda(t)`.
+        final_sigmas_type (`str`, defaults to `"zero"`):
+            The final `sigma` value for the noise schedule during the sampling process. If `"sigma_min"`, the final
+            sigma is the same as the last sigma in the training schedule. If `zero`, the final sigma is set to 0.
+        lambda_min_clipped (`float`, defaults to `-inf`):
+            Clipping threshold for the minimum value of `lambda(t)` for numerical stability. This is critical for the
+            cosine (`squaredcos_cap_v2`) noise schedule.
+        variance_type (`str`, *optional*):
+            Set to "learned" or "learned_range" for diffusion models that predict variance. If set, the model's output
+            contains the predicted Gaussian variance.
+        timestep_spacing (`str`, defaults to `"linspace"`):
+            The way the timesteps should be scaled. Refer to Table 2 of the [Common Diffusion Noise Schedules and
+            Sample Steps are Flawed](https://huggingface.co/papers/2305.08891) for more information.
+        steps_offset (`int`, defaults to 0):
+            An offset added to the inference steps, as required by some model families.
+        rescale_betas_zero_snr (`bool`, defaults to `False`):
+            Whether to rescale the betas to have zero terminal SNR. This enables the model to generate very bright and
+            dark samples instead of limiting it to samples with medium brightness. Loosely related to
+            [`--offset_noise`](https://github.com/huggingface/diffusers/blob/74fd735eb073eb1d774b1ab4154a0876eb82f055/examples/dreambooth/train_dreambooth.py#L506).
+    """
+
+    _compatibles = [e.name for e in KarrasDiffusionSchedulers]
+    order = 1
+
+    @register_to_config
+    def __init__(
+        self,
+        num_train_timesteps: int = 1000,
+        beta_start: float = 0.0001,
+        beta_end: float = 0.02,
+        beta_schedule: str = "linear",
+        trained_betas: Optional[Union[np.ndarray, List[float]]] = None,
+        solver_order: int = 2,
+        prediction_type: str = "epsilon",
+        thresholding: bool = False,
+        dynamic_thresholding_ratio: float = 0.995,
+        sample_max_value: float = 1.0,
+        algorithm_type: str = "dpmsolver++",
+        solver_type: str = "midpoint",
+        lower_order_final: bool = True,
+        euler_at_final: bool = False,
+        use_karras_sigmas: Optional[bool] = False,
+        use_lu_lambdas: Optional[bool] = False,
+        final_sigmas_type: Optional[str] = "zero",  # "zero", "sigma_min"
+        lambda_min_clipped: float = -float("inf"),
+        variance_type: Optional[str] = None,
+        timestep_spacing: str = "linspace",
+        steps_offset: int = 0,
+        rescale_betas_zero_snr: bool = False,
+    ):
+        if algorithm_type in ["dpmsolver", "sde-dpmsolver"]:
+            deprecation_message = f"algorithm_type {algorithm_type} is deprecated and will be removed in a future version. Choose from `dpmsolver++` or `sde-dpmsolver++` instead"
+            deprecate("algorithm_types dpmsolver and sde-dpmsolver", "1.0.0", deprecation_message)
+
+        if trained_betas is not None:
+            self.betas = torch.tensor(trained_betas, dtype=torch.float32)
+        elif beta_schedule == "linear":
+            self.betas = torch.linspace(beta_start, beta_end, num_train_timesteps, dtype=torch.float32)
+        elif beta_schedule == "scaled_linear":
+            # this schedule is very specific to the latent diffusion model.
+            self.betas = torch.linspace(beta_start**0.5, beta_end**0.5, num_train_timesteps, dtype=torch.float32) ** 2
+        elif beta_schedule == "squaredcos_cap_v2" or beta_schedule == "cosine":
+            # Glide cosine schedule
+            self.betas = betas_for_alpha_bar(num_train_timesteps, alpha_transform_type="cosine")
+        elif beta_schedule == "cauchy":
+            self.betas = betas_for_alpha_bar(num_train_timesteps, alpha_transform_type="cauchy")
+        elif beta_schedule == "laplace":
+            self.betas = betas_for_alpha_bar(num_train_timesteps, alpha_transform_type="laplace")
+        else:
+            raise NotImplementedError(f"{beta_schedule} is not implemented for {self.__class__}")
+
+        if rescale_betas_zero_snr:
+            self.betas = rescale_zero_terminal_snr(self.betas)
+
+        self.alphas = 1.0 - self.betas
+        self.alphas_cumprod = torch.cumprod(self.alphas, dim=0)
+
+        if rescale_betas_zero_snr:
+            # Close to 0 without being 0 so first sigma is not inf
+            # FP16 smallest positive subnormal works well here
+            self.alphas_cumprod[-1] = 2**-24
+
+        # Currently we only support VP-type noise schedule
+        self.alpha_t = torch.sqrt(self.alphas_cumprod)
+        self.sigma_t = torch.sqrt(1 - self.alphas_cumprod)
+        self.lambda_t = torch.log(self.alpha_t) - torch.log(self.sigma_t)
+        self.sigmas = ((1 - self.alphas_cumprod) / self.alphas_cumprod) ** 0.5
+
+        # standard deviation of the initial noise distribution
+        self.init_noise_sigma = 1.0
+
+        # settings for DPM-Solver
+        if algorithm_type not in ["dpmsolver", "dpmsolver++", "sde-dpmsolver", "sde-dpmsolver++"]:
+            if algorithm_type == "deis":
+                self.register_to_config(algorithm_type="dpmsolver++")
+            else:
+                raise NotImplementedError(f"{algorithm_type} is not implemented for {self.__class__}")
+
+        if solver_type not in ["midpoint", "heun"]:
+            if solver_type in ["logrho", "bh1", "bh2"]:
+                self.register_to_config(solver_type="midpoint")
+            else:
+                raise NotImplementedError(f"{solver_type} is not implemented for {self.__class__}")
+
+        if algorithm_type not in ["dpmsolver++", "sde-dpmsolver++"] and final_sigmas_type == "zero":
+            raise ValueError(
+                f"`final_sigmas_type` {final_sigmas_type} is not supported for `algorithm_type` {algorithm_type}. Please choose `sigma_min` instead."
+            )
+
+        # setable values
+        self.num_inference_steps = None
+        timesteps = np.linspace(0, num_train_timesteps - 1, num_train_timesteps, dtype=np.float32)[::-1].copy()
+        self.timesteps = torch.from_numpy(timesteps)
+        self.model_outputs = [None] * solver_order
+        self.lower_order_nums = 0
+        self._step_index = None
+        self._begin_index = None
+        self.sigmas = self.sigmas.to("cpu")  # to avoid too much CPU/GPU communication
+
+    @property
+    def step_index(self):
+        """
+        The index counter for current timestep. It will increase 1 after each scheduler step.
+        """
+        return self._step_index
+
+    @property
+    def begin_index(self):
+        """
+        The index for the first timestep. It should be set from pipeline with `set_begin_index` method.
+        """
+        return self._begin_index
+
+    def set_begin_index(self, begin_index: int = 0):
+        """
+        Sets the begin index for the scheduler. This function should be run from pipeline before the inference.
+
+        Args:
+            begin_index (`int`):
+                The begin index for the scheduler.
+        """
+        self._begin_index = begin_index
+
+    def set_timesteps(
+        self,
+        num_inference_steps: int = None,
+        device: Union[str, torch.device] = None,
+        timesteps: Optional[List[int]] = None,
+    ):
+        """
+        Sets the discrete timesteps used for the diffusion chain (to be run before inference).
+
+        Args:
+            num_inference_steps (`int`):
+                The number of diffusion steps used when generating samples with a pre-trained model.
+            device (`str` or `torch.device`, *optional*):
+                The device to which the timesteps should be moved to. If `None`, the timesteps are not moved.
+            timesteps (`List[int]`, *optional*):
+                Custom timesteps used to support arbitrary timesteps schedule. If `None`, timesteps will be generated
+                based on the `timestep_spacing` attribute. If `timesteps` is passed, `num_inference_steps` and `sigmas`
+                must be `None`, and `timestep_spacing` attribute will be ignored.
+        """
+        if num_inference_steps is None and timesteps is None:
+            raise ValueError("Must pass exactly one of `num_inference_steps` or `timesteps`.")
+        if num_inference_steps is not None and timesteps is not None:
+            raise ValueError("Can only pass one of `num_inference_steps` or `custom_timesteps`.")
+        if timesteps is not None and self.config.use_karras_sigmas:
+            raise ValueError("Cannot use `timesteps` with `config.use_karras_sigmas = True`")
+        if timesteps is not None and self.config.use_lu_lambdas:
+            raise ValueError("Cannot use `timesteps` with `config.use_lu_lambdas = True`")
+
+        if timesteps is not None:
+            timesteps = np.array(timesteps).astype(np.int64)
+        else:
+            # Clipping the minimum of all lambda(t) for numerical stability.
+            # This is critical for cosine (squaredcos_cap_v2) noise schedule.
+            clipped_idx = torch.searchsorted(torch.flip(self.lambda_t, [0]), self.config.lambda_min_clipped)
+            last_timestep = ((self.config.num_train_timesteps - clipped_idx).numpy()).item()
+
+            # "linspace", "leading", "trailing" corresponds to annotation of Table 2. of https://arxiv.org/abs/2305.08891
+            if self.config.timestep_spacing == "linspace":
+                timesteps = (
+                    np.linspace(0, last_timestep - 1, num_inference_steps + 1)
+                    .round()[::-1][:-1]
+                    .copy()
+                    .astype(np.int64)
+                )
+            elif self.config.timestep_spacing == "leading":
+                step_ratio = last_timestep // (num_inference_steps + 1)
+                # creates integer timesteps by multiplying by ratio
+                # casting to int to avoid issues when num_inference_step is power of 3
+                timesteps = (
+                    (np.arange(0, num_inference_steps + 1) * step_ratio).round()[::-1][:-1].copy().astype(np.int64)
+                )
+                timesteps += self.config.steps_offset
+            elif self.config.timestep_spacing == "trailing":
+                step_ratio = self.config.num_train_timesteps / num_inference_steps
+                # creates integer timesteps by multiplying by ratio
+                # casting to int to avoid issues when num_inference_step is power of 3
+                timesteps = np.arange(last_timestep, 0, -step_ratio).round().copy().astype(np.int64)
+                timesteps -= 1
+            else:
+                raise ValueError(
+                    f"{self.config.timestep_spacing} is not supported. Please make sure to choose one of 'linspace', 'leading' or 'trailing'."
+                )
+
+        sigmas = np.array(((1 - self.alphas_cumprod) / self.alphas_cumprod) ** 0.5)
+        log_sigmas = np.log(sigmas)
+
+        if self.config.use_karras_sigmas:
+            sigmas = np.flip(sigmas).copy()
+            sigmas = self._convert_to_karras(in_sigmas=sigmas, num_inference_steps=num_inference_steps)
+            timesteps = np.array([self._sigma_to_t(sigma, log_sigmas) for sigma in sigmas]).round()
+        elif self.config.use_lu_lambdas:
+            lambdas = np.flip(log_sigmas.copy())
+            lambdas = self._convert_to_lu(in_lambdas=lambdas, num_inference_steps=num_inference_steps)
+            sigmas = np.exp(lambdas)
+            timesteps = np.array([self._sigma_to_t(sigma, log_sigmas) for sigma in sigmas]).round()
+        else:
+            sigmas = np.interp(timesteps, np.arange(0, len(sigmas)), sigmas)
+
+        if self.config.final_sigmas_type == "sigma_min":
+            sigma_last = ((1 - self.alphas_cumprod[0]) / self.alphas_cumprod[0]) ** 0.5
+        elif self.config.final_sigmas_type == "zero":
+            sigma_last = 0
+        else:
+            raise ValueError(
+                f"`final_sigmas_type` must be one of 'zero', or 'sigma_min', but got {self.config.final_sigmas_type}"
+            )
+
+        sigmas = np.concatenate([sigmas, [sigma_last]]).astype(np.float32)
+
+        self.sigmas = torch.from_numpy(sigmas)
+        self.timesteps = torch.from_numpy(timesteps).to(device=device, dtype=torch.int64)
+
+        self.num_inference_steps = len(timesteps)
+
+        self.model_outputs = [
+            None,
+        ] * self.config.solver_order
+        self.lower_order_nums = 0
+
+        # add an index counter for schedulers that allow duplicated timesteps
+        self._step_index = None
+        self._begin_index = None
+        self.sigmas = self.sigmas.to("cpu")  # to avoid too much CPU/GPU communication
+
+    # Copied from diffusers.schedulers.scheduling_ddpm.DDPMScheduler._threshold_sample
+    def _threshold_sample(self, sample: torch.Tensor) -> torch.Tensor:
+        """
+        "Dynamic thresholding: At each sampling step we set s to a certain percentile absolute pixel value in xt0 (the
+        prediction of x_0 at timestep t), and if s > 1, then we threshold xt0 to the range [-s, s] and then divide by
+        s. Dynamic thresholding pushes saturated pixels (those near -1 and 1) inwards, thereby actively preventing
+        pixels from saturation at each step. We find that dynamic thresholding results in significantly better
+        photorealism as well as better image-text alignment, especially when using very large guidance weights."
+
+        https://arxiv.org/abs/2205.11487
+        """
+        dtype = sample.dtype
+        batch_size, channels, *remaining_dims = sample.shape
+
+        if dtype not in (torch.float32, torch.float64):
+            sample = sample.float()  # upcast for quantile calculation, and clamp not implemented for cpu half
+
+        # Flatten sample for doing quantile calculation along each image
+        sample = sample.reshape(batch_size, channels * np.prod(remaining_dims))
+
+        abs_sample = sample.abs()  # "a certain percentile absolute pixel value"
+
+        s = torch.quantile(abs_sample, self.config.dynamic_thresholding_ratio, dim=1)
+        s = torch.clamp(
+            s, min=1, max=self.config.sample_max_value
+        )  # When clamped to min=1, equivalent to standard clipping to [-1, 1]
+        s = s.unsqueeze(1)  # (batch_size, 1) because clamp will broadcast along dim=0
+        sample = torch.clamp(sample, -s, s) / s  # "we threshold xt0 to the range [-s, s] and then divide by s"
+
+        sample = sample.reshape(batch_size, channels, *remaining_dims)
+        sample = sample.to(dtype)
+
+        return sample
+
+    # Copied from diffusers.schedulers.scheduling_euler_discrete.EulerDiscreteScheduler._sigma_to_t
+    def _sigma_to_t(self, sigma, log_sigmas):
+        # get log sigma
+        log_sigma = np.log(np.maximum(sigma, 1e-10))
+
+        # get distribution
+        dists = log_sigma - log_sigmas[:, np.newaxis]
+
+        # get sigmas range
+        low_idx = np.cumsum((dists >= 0), axis=0).argmax(axis=0).clip(max=log_sigmas.shape[0] - 2)
+        high_idx = low_idx + 1
+
+        low = log_sigmas[low_idx]
+        high = log_sigmas[high_idx]
+
+        # interpolate sigmas
+        w = (low - log_sigma) / (low - high)
+        w = np.clip(w, 0, 1)
+
+        # transform interpolation to time range
+        t = (1 - w) * low_idx + w * high_idx
+        t = t.reshape(sigma.shape)
+        return t
+
+    def _sigma_to_alpha_sigma_t(self, sigma):
+        alpha_t = 1 / ((sigma**2 + 1) ** 0.5)
+        sigma_t = sigma * alpha_t
+
+        return alpha_t, sigma_t
+
+    # Copied from diffusers.schedulers.scheduling_euler_discrete.EulerDiscreteScheduler._convert_to_karras
+    def _convert_to_karras(self, in_sigmas: torch.Tensor, num_inference_steps) -> torch.Tensor:
+        """Constructs the noise schedule of Karras et al. (2022)."""
+
+        # Hack to make sure that other schedulers which copy this function don't break
+        # TODO: Add this logic to the other schedulers
+        if hasattr(self.config, "sigma_min"):
+            sigma_min = self.config.sigma_min
+        else:
+            sigma_min = None
+
+        if hasattr(self.config, "sigma_max"):
+            sigma_max = self.config.sigma_max
+        else:
+            sigma_max = None
+
+        sigma_min = sigma_min if sigma_min is not None else in_sigmas[-1].item()
+        sigma_max = sigma_max if sigma_max is not None else in_sigmas[0].item()
+
+        rho = 7.0  # 7.0 is the value used in the paper
+        ramp = np.linspace(0, 1, num_inference_steps)
+        min_inv_rho = sigma_min ** (1 / rho)
+        max_inv_rho = sigma_max ** (1 / rho)
+        sigmas = (max_inv_rho + ramp * (min_inv_rho - max_inv_rho)) ** rho
+        return sigmas
+
+    def _convert_to_lu(self, in_lambdas: torch.Tensor, num_inference_steps) -> torch.Tensor:
+        """Constructs the noise schedule of Lu et al. (2022)."""
+
+        lambda_min: float = in_lambdas[-1].item()
+        lambda_max: float = in_lambdas[0].item()
+
+        rho = 1.0  # 1.0 is the value used in the paper
+        ramp = np.linspace(0, 1, num_inference_steps)
+        min_inv_rho = lambda_min ** (1 / rho)
+        max_inv_rho = lambda_max ** (1 / rho)
+        lambdas = (max_inv_rho + ramp * (min_inv_rho - max_inv_rho)) ** rho
+        return lambdas
+
+    def convert_model_output(
+        self,
+        model_output: torch.Tensor,
+        *args,
+        sample: torch.Tensor = None,
+        **kwargs,
+    ) -> torch.Tensor:
+        """
+        Convert the model output to the corresponding type the DPMSolver/DPMSolver++ algorithm needs. DPM-Solver is
+        designed to discretize an integral of the noise prediction model, and DPM-Solver++ is designed to discretize an
+        integral of the data prediction model.
+
+        <Tip>
+
+        The algorithm and model type are decoupled. You can use either DPMSolver or DPMSolver++ for both noise
+        prediction and data prediction models.
+
+        </Tip>
+
+        Args:
+            model_output (`torch.Tensor`):
+                The direct output from the learned diffusion model.
+            sample (`torch.Tensor`):
+                A current instance of a sample created by the diffusion process.
+
+        Returns:
+            `torch.Tensor`:
+                The converted model output.
+        """
+        timestep = args[0] if len(args) > 0 else kwargs.pop("timestep", None)
+        if sample is None:
+            if len(args) > 1:
+                sample = args[1]
+            else:
+                raise ValueError("missing `sample` as a required keyward argument")
+        if timestep is not None:
+            deprecate(
+                "timesteps",
+                "1.0.0",
+                "Passing `timesteps` is deprecated and has no effect as model output conversion is now handled via an internal counter `self.step_index`",
+            )
+
+        # DPM-Solver++ needs to solve an integral of the data prediction model.
+        if self.config.algorithm_type in ["dpmsolver++", "sde-dpmsolver++"]:
+            if self.config.prediction_type == "epsilon":
+                # DPM-Solver and DPM-Solver++ only need the "mean" output.
+                if self.config.variance_type in ["learned", "learned_range"]:
+                    model_output = model_output[:, :3]
+                sigma = self.sigmas[self.step_index]
+                alpha_t, sigma_t = self._sigma_to_alpha_sigma_t(sigma)
+                x0_pred = (sample - sigma_t * model_output) / alpha_t
+            elif self.config.prediction_type == "sample":
+                x0_pred = model_output
+            elif self.config.prediction_type == "v_prediction":
+                sigma = self.sigmas[self.step_index]
+                alpha_t, sigma_t = self._sigma_to_alpha_sigma_t(sigma)
+                x0_pred = alpha_t * sample - sigma_t * model_output
+            else:
+                raise ValueError(
+                    f"prediction_type given as {self.config.prediction_type} must be one of `epsilon`, `sample`, or"
+                    " `v_prediction` for the DPMSolverMultistepScheduler."
+                )
+
+            if self.config.thresholding:
+                x0_pred = self._threshold_sample(x0_pred)
+
+            return x0_pred
+
+        # DPM-Solver needs to solve an integral of the noise prediction model.
+        elif self.config.algorithm_type in ["dpmsolver", "sde-dpmsolver"]:
+            if self.config.prediction_type == "epsilon":
+                # DPM-Solver and DPM-Solver++ only need the "mean" output.
+                if self.config.variance_type in ["learned", "learned_range"]:
+                    epsilon = model_output[:, :3]
+                else:
+                    epsilon = model_output
+            elif self.config.prediction_type == "sample":
+                sigma = self.sigmas[self.step_index]
+                alpha_t, sigma_t = self._sigma_to_alpha_sigma_t(sigma)
+                epsilon = (sample - alpha_t * model_output) / sigma_t
+            elif self.config.prediction_type == "v_prediction":
+                sigma = self.sigmas[self.step_index]
+                alpha_t, sigma_t = self._sigma_to_alpha_sigma_t(sigma)
+                epsilon = alpha_t * model_output + sigma_t * sample
+            else:
+                raise ValueError(
+                    f"prediction_type given as {self.config.prediction_type} must be one of `epsilon`, `sample`, or"
+                    " `v_prediction` for the DPMSolverMultistepScheduler."
+                )
+
+            if self.config.thresholding:
+                sigma = self.sigmas[self.step_index]
+                alpha_t, sigma_t = self._sigma_to_alpha_sigma_t(sigma)
+                x0_pred = (sample - sigma_t * epsilon) / alpha_t
+                x0_pred = self._threshold_sample(x0_pred)
+                epsilon = (sample - alpha_t * x0_pred) / sigma_t
+
+            return epsilon
+
+    def dpm_solver_first_order_update(
+        self,
+        model_output: torch.Tensor,
+        *args,
+        sample: torch.Tensor = None,
+        noise: Optional[torch.Tensor] = None,
+        **kwargs,
+    ) -> torch.Tensor:
+        """
+        One step for the first-order DPMSolver (equivalent to DDIM).
+
+        Args:
+            model_output (`torch.Tensor`):
+                The direct output from the learned diffusion model.
+            sample (`torch.Tensor`):
+                A current instance of a sample created by the diffusion process.
+
+        Returns:
+            `torch.Tensor`:
+                The sample tensor at the previous timestep.
+        """
+        timestep = args[0] if len(args) > 0 else kwargs.pop("timestep", None)
+        prev_timestep = args[1] if len(args) > 1 else kwargs.pop("prev_timestep", None)
+        if sample is None:
+            if len(args) > 2:
+                sample = args[2]
+            else:
+                raise ValueError(" missing `sample` as a required keyward argument")
+        if timestep is not None:
+            deprecate(
+                "timesteps",
+                "1.0.0",
+                "Passing `timesteps` is deprecated and has no effect as model output conversion is now handled via an internal counter `self.step_index`",
+            )
+
+        if prev_timestep is not None:
+            deprecate(
+                "prev_timestep",
+                "1.0.0",
+                "Passing `prev_timestep` is deprecated and has no effect as model output conversion is now handled via an internal counter `self.step_index`",
+            )
+
+        sigma_t, sigma_s = self.sigmas[self.step_index + 1], self.sigmas[self.step_index]
+        alpha_t, sigma_t = self._sigma_to_alpha_sigma_t(sigma_t)
+        alpha_s, sigma_s = self._sigma_to_alpha_sigma_t(sigma_s)
+        lambda_t = torch.log(alpha_t) - torch.log(sigma_t)
+        lambda_s = torch.log(alpha_s) - torch.log(sigma_s)
+
+        h = lambda_t - lambda_s
+        if self.config.algorithm_type == "dpmsolver++":
+            x_t = (sigma_t / sigma_s) * sample - (alpha_t * (torch.exp(-h) - 1.0)) * model_output
+        elif self.config.algorithm_type == "dpmsolver":
+            x_t = (alpha_t / alpha_s) * sample - (sigma_t * (torch.exp(h) - 1.0)) * model_output
+        elif self.config.algorithm_type == "sde-dpmsolver++":
+            assert noise is not None
+            x_t = (
+                (sigma_t / sigma_s * torch.exp(-h)) * sample
+                + (alpha_t * (1 - torch.exp(-2.0 * h))) * model_output
+                + sigma_t * torch.sqrt(1.0 - torch.exp(-2 * h)) * noise
+            )
+        elif self.config.algorithm_type == "sde-dpmsolver":
+            assert noise is not None
+            x_t = (
+                (alpha_t / alpha_s) * sample
+                - 2.0 * (sigma_t * (torch.exp(h) - 1.0)) * model_output
+                + sigma_t * torch.sqrt(torch.exp(2 * h) - 1.0) * noise
+            )
+        return x_t
+
+    def multistep_dpm_solver_second_order_update(
+        self,
+        model_output_list: List[torch.Tensor],
+        *args,
+        sample: torch.Tensor = None,
+        noise: Optional[torch.Tensor] = None,
+        **kwargs,
+    ) -> torch.Tensor:
+        """
+        One step for the second-order multistep DPMSolver.
+
+        Args:
+            model_output_list (`List[torch.Tensor]`):
+                The direct outputs from learned diffusion model at current and latter timesteps.
+            sample (`torch.Tensor`):
+                A current instance of a sample created by the diffusion process.
+
+        Returns:
+            `torch.Tensor`:
+                The sample tensor at the previous timestep.
+        """
+        timestep_list = args[0] if len(args) > 0 else kwargs.pop("timestep_list", None)
+        prev_timestep = args[1] if len(args) > 1 else kwargs.pop("prev_timestep", None)
+        if sample is None:
+            if len(args) > 2:
+                sample = args[2]
+            else:
+                raise ValueError(" missing `sample` as a required keyward argument")
+        if timestep_list is not None:
+            deprecate(
+                "timestep_list",
+                "1.0.0",
+                "Passing `timestep_list` is deprecated and has no effect as model output conversion is now handled via an internal counter `self.step_index`",
+            )
+
+        if prev_timestep is not None:
+            deprecate(
+                "prev_timestep",
+                "1.0.0",
+                "Passing `prev_timestep` is deprecated and has no effect as model output conversion is now handled via an internal counter `self.step_index`",
+            )
+
+        sigma_t, sigma_s0, sigma_s1 = (
+            self.sigmas[self.step_index + 1],
+            self.sigmas[self.step_index],
+            self.sigmas[self.step_index - 1],
+        )
+
+        alpha_t, sigma_t = self._sigma_to_alpha_sigma_t(sigma_t)
+        alpha_s0, sigma_s0 = self._sigma_to_alpha_sigma_t(sigma_s0)
+        alpha_s1, sigma_s1 = self._sigma_to_alpha_sigma_t(sigma_s1)
+
+        lambda_t = torch.log(alpha_t) - torch.log(sigma_t)
+        lambda_s0 = torch.log(alpha_s0) - torch.log(sigma_s0)
+        lambda_s1 = torch.log(alpha_s1) - torch.log(sigma_s1)
+
+        m0, m1 = model_output_list[-1], model_output_list[-2]
+
+        h, h_0 = lambda_t - lambda_s0, lambda_s0 - lambda_s1
+        r0 = h_0 / h
+        D0, D1 = m0, (1.0 / r0) * (m0 - m1)
+        if self.config.algorithm_type == "dpmsolver++":
+            # See https://arxiv.org/abs/2211.01095 for detailed derivations
+            if self.config.solver_type == "midpoint":
+                x_t = (
+                    (sigma_t / sigma_s0) * sample
+                    - (alpha_t * (torch.exp(-h) - 1.0)) * D0
+                    - 0.5 * (alpha_t * (torch.exp(-h) - 1.0)) * D1
+                )
+            elif self.config.solver_type == "heun":
+                x_t = (
+                    (sigma_t / sigma_s0) * sample
+                    - (alpha_t * (torch.exp(-h) - 1.0)) * D0
+                    + (alpha_t * ((torch.exp(-h) - 1.0) / h + 1.0)) * D1
+                )
+        elif self.config.algorithm_type == "dpmsolver":
+            # See https://arxiv.org/abs/2206.00927 for detailed derivations
+            if self.config.solver_type == "midpoint":
+                x_t = (
+                    (alpha_t / alpha_s0) * sample
+                    - (sigma_t * (torch.exp(h) - 1.0)) * D0
+                    - 0.5 * (sigma_t * (torch.exp(h) - 1.0)) * D1
+                )
+            elif self.config.solver_type == "heun":
+                x_t = (
+                    (alpha_t / alpha_s0) * sample
+                    - (sigma_t * (torch.exp(h) - 1.0)) * D0
+                    - (sigma_t * ((torch.exp(h) - 1.0) / h - 1.0)) * D1
+                )
+        elif self.config.algorithm_type == "sde-dpmsolver++":
+            assert noise is not None
+            if self.config.solver_type == "midpoint":
+                x_t = (
+                    (sigma_t / sigma_s0 * torch.exp(-h)) * sample
+                    + (alpha_t * (1 - torch.exp(-2.0 * h))) * D0
+                    + 0.5 * (alpha_t * (1 - torch.exp(-2.0 * h))) * D1
+                    + sigma_t * torch.sqrt(1.0 - torch.exp(-2 * h)) * noise
+                )
+            elif self.config.solver_type == "heun":
+                x_t = (
+                    (sigma_t / sigma_s0 * torch.exp(-h)) * sample
+                    + (alpha_t * (1 - torch.exp(-2.0 * h))) * D0
+                    + (alpha_t * ((1.0 - torch.exp(-2.0 * h)) / (-2.0 * h) + 1.0)) * D1
+                    + sigma_t * torch.sqrt(1.0 - torch.exp(-2 * h)) * noise
+                )
+        elif self.config.algorithm_type == "sde-dpmsolver":
+            assert noise is not None
+            if self.config.solver_type == "midpoint":
+                x_t = (
+                    (alpha_t / alpha_s0) * sample
+                    - 2.0 * (sigma_t * (torch.exp(h) - 1.0)) * D0
+                    - (sigma_t * (torch.exp(h) - 1.0)) * D1
+                    + sigma_t * torch.sqrt(torch.exp(2 * h) - 1.0) * noise
+                )
+            elif self.config.solver_type == "heun":
+                x_t = (
+                    (alpha_t / alpha_s0) * sample
+                    - 2.0 * (sigma_t * (torch.exp(h) - 1.0)) * D0
+                    - 2.0 * (sigma_t * ((torch.exp(h) - 1.0) / h - 1.0)) * D1
+                    + sigma_t * torch.sqrt(torch.exp(2 * h) - 1.0) * noise
+                )
+        return x_t
+
+    def multistep_dpm_solver_third_order_update(
+        self,
+        model_output_list: List[torch.Tensor],
+        *args,
+        sample: torch.Tensor = None,
+        **kwargs,
+    ) -> torch.Tensor:
+        """
+        One step for the third-order multistep DPMSolver.
+
+        Args:
+            model_output_list (`List[torch.Tensor]`):
+                The direct outputs from learned diffusion model at current and latter timesteps.
+            sample (`torch.Tensor`):
+                A current instance of a sample created by diffusion process.
+
+        Returns:
+            `torch.Tensor`:
+                The sample tensor at the previous timestep.
+        """
+
+        timestep_list = args[0] if len(args) > 0 else kwargs.pop("timestep_list", None)
+        prev_timestep = args[1] if len(args) > 1 else kwargs.pop("prev_timestep", None)
+        if sample is None:
+            if len(args) > 2:
+                sample = args[2]
+            else:
+                raise ValueError(" missing`sample` as a required keyward argument")
+        if timestep_list is not None:
+            deprecate(
+                "timestep_list",
+                "1.0.0",
+                "Passing `timestep_list` is deprecated and has no effect as model output conversion is now handled via an internal counter `self.step_index`",
+            )
+
+        if prev_timestep is not None:
+            deprecate(
+                "prev_timestep",
+                "1.0.0",
+                "Passing `prev_timestep` is deprecated and has no effect as model output conversion is now handled via an internal counter `self.step_index`",
+            )
+
+        sigma_t, sigma_s0, sigma_s1, sigma_s2 = (
+            self.sigmas[self.step_index + 1],
+            self.sigmas[self.step_index],
+            self.sigmas[self.step_index - 1],
+            self.sigmas[self.step_index - 2],
+        )
+
+        alpha_t, sigma_t = self._sigma_to_alpha_sigma_t(sigma_t)
+        alpha_s0, sigma_s0 = self._sigma_to_alpha_sigma_t(sigma_s0)
+        alpha_s1, sigma_s1 = self._sigma_to_alpha_sigma_t(sigma_s1)
+        alpha_s2, sigma_s2 = self._sigma_to_alpha_sigma_t(sigma_s2)
+
+        lambda_t = torch.log(alpha_t) - torch.log(sigma_t)
+        lambda_s0 = torch.log(alpha_s0) - torch.log(sigma_s0)
+        lambda_s1 = torch.log(alpha_s1) - torch.log(sigma_s1)
+        lambda_s2 = torch.log(alpha_s2) - torch.log(sigma_s2)
+
+        m0, m1, m2 = model_output_list[-1], model_output_list[-2], model_output_list[-3]
+
+        h, h_0, h_1 = lambda_t - lambda_s0, lambda_s0 - lambda_s1, lambda_s1 - lambda_s2
+        r0, r1 = h_0 / h, h_1 / h
+        D0 = m0
+        D1_0, D1_1 = (1.0 / r0) * (m0 - m1), (1.0 / r1) * (m1 - m2)
+        D1 = D1_0 + (r0 / (r0 + r1)) * (D1_0 - D1_1)
+        D2 = (1.0 / (r0 + r1)) * (D1_0 - D1_1)
+        if self.config.algorithm_type == "dpmsolver++":
+            # See https://arxiv.org/abs/2206.00927 for detailed derivations
+            x_t = (
+                (sigma_t / sigma_s0) * sample
+                - (alpha_t * (torch.exp(-h) - 1.0)) * D0
+                + (alpha_t * ((torch.exp(-h) - 1.0) / h + 1.0)) * D1
+                - (alpha_t * ((torch.exp(-h) - 1.0 + h) / h**2 - 0.5)) * D2
+            )
+        elif self.config.algorithm_type == "dpmsolver":
+            # See https://arxiv.org/abs/2206.00927 for detailed derivations
+            x_t = (
+                (alpha_t / alpha_s0) * sample
+                - (sigma_t * (torch.exp(h) - 1.0)) * D0
+                - (sigma_t * ((torch.exp(h) - 1.0) / h - 1.0)) * D1
+                - (sigma_t * ((torch.exp(h) - 1.0 - h) / h**2 - 0.5)) * D2
+            )
+        return x_t
+
+    def index_for_timestep(self, timestep, schedule_timesteps=None):
+        if schedule_timesteps is None:
+            schedule_timesteps = self.timesteps
+
+        index_candidates = (schedule_timesteps == timestep).nonzero()
+
+        if len(index_candidates) == 0:
+            step_index = len(self.timesteps) - 1
+        # The sigma index that is taken for the **very** first `step`
+        # is always the second index (or the last index if there is only 1)
+        # This way we can ensure we don't accidentally skip a sigma in
+        # case we start in the middle of the denoising schedule (e.g. for image-to-image)
+        elif len(index_candidates) > 1:
+            step_index = index_candidates[1].item()
+        else:
+            step_index = index_candidates[0].item()
+
+        return step_index
+
+    def _init_step_index(self, timestep):
+        """
+        Initialize the step_index counter for the scheduler.
+        """
+
+        if self.begin_index is None:
+            if isinstance(timestep, torch.Tensor):
+                timestep = timestep.to(self.timesteps.device)
+            self._step_index = self.index_for_timestep(timestep)
+        else:
+            self._step_index = self._begin_index
+
+    def step(
+        self,
+        model_output: torch.Tensor,
+        timestep: int,
+        sample: torch.Tensor,
+        generator=None,
+        variance_noise: Optional[torch.Tensor] = None,
+        return_dict: bool = True,
+    ) -> Union[SchedulerOutput, Tuple]:
+        """
+        Predict the sample from the previous timestep by reversing the SDE. This function propagates the sample with
+        the multistep DPMSolver.
+
+        Args:
+            model_output (`torch.Tensor`):
+                The direct output from learned diffusion model.
+            timestep (`int`):
+                The current discrete timestep in the diffusion chain.
+            sample (`torch.Tensor`):
+                A current instance of a sample created by the diffusion process.
+            generator (`torch.Generator`, *optional*):
+                A random number generator.
+            variance_noise (`torch.Tensor`):
+                Alternative to generating noise with `generator` by directly providing the noise for the variance
+                itself. Useful for methods such as [`LEdits++`].
+            return_dict (`bool`):
+                Whether or not to return a [`~schedulers.scheduling_utils.SchedulerOutput`] or `tuple`.
+
+        Returns:
+            [`~schedulers.scheduling_utils.SchedulerOutput`] or `tuple`:
+                If return_dict is `True`, [`~schedulers.scheduling_utils.SchedulerOutput`] is returned, otherwise a
+                tuple is returned where the first element is the sample tensor.
+
+        """
+        if self.num_inference_steps is None:
+            raise ValueError(
+                "Number of inference steps is 'None', you need to run 'set_timesteps' after creating the scheduler"
+            )
+
+        if self.step_index is None:
+            self._init_step_index(timestep)
+
+        # Improve numerical stability for small number of steps
+        lower_order_final = (self.step_index == len(self.timesteps) - 1) and (
+            self.config.euler_at_final
+            or (self.config.lower_order_final and len(self.timesteps) < 15)
+            or self.config.final_sigmas_type == "zero"
+        )
+        lower_order_second = (
+            (self.step_index == len(self.timesteps) - 2) and self.config.lower_order_final and len(self.timesteps) < 15
+        )
+
+        model_output = self.convert_model_output(model_output, sample=sample)
+        for i in range(self.config.solver_order - 1):
+            self.model_outputs[i] = self.model_outputs[i + 1]
+        self.model_outputs[-1] = model_output
+
+        # Upcast to avoid precision issues when computing prev_sample
+        sample = sample.to(torch.float32)
+        if self.config.algorithm_type in ["sde-dpmsolver", "sde-dpmsolver++"] and variance_noise is None:
+            noise = randn_tensor(
+                model_output.shape, generator=generator, device=model_output.device, dtype=torch.float32
+            )
+        elif self.config.algorithm_type in ["sde-dpmsolver", "sde-dpmsolver++"]:
+            noise = variance_noise.to(device=model_output.device, dtype=torch.float32)
+        else:
+            noise = None
+
+        if self.config.solver_order == 1 or self.lower_order_nums < 1 or lower_order_final:
+            prev_sample = self.dpm_solver_first_order_update(model_output, sample=sample, noise=noise)
+        elif self.config.solver_order == 2 or self.lower_order_nums < 2 or lower_order_second:
+            prev_sample = self.multistep_dpm_solver_second_order_update(self.model_outputs, sample=sample, noise=noise)
+        else:
+            prev_sample = self.multistep_dpm_solver_third_order_update(self.model_outputs, sample=sample)
+
+        if self.lower_order_nums < self.config.solver_order:
+            self.lower_order_nums += 1
+
+        # Cast sample back to expected dtype
+        prev_sample = prev_sample.to(model_output.dtype)
+
+        # upon completion increase step index by one
+        self._step_index += 1
+
+        if not return_dict:
+            return (prev_sample,)
+
+        return SchedulerOutput(prev_sample=prev_sample)
+
+    def add_noise(
+        self,
+        original_samples: torch.Tensor,
+        noise: torch.Tensor,
+        timesteps: torch.IntTensor,
+    ) -> torch.Tensor:
+        # Make sure sigmas and timesteps have the same device and dtype as original_samples
+        # alpha_t = self.alpha_t.to(device=original_samples.device, dtype=original_samples.dtype)
+        # sigma_t = self.sigma_t.to(device=original_samples.device, dtype=original_samples.dtype)
+        alpha_t = self.alpha_t.to(original_samples.device).to(original_samples.dtype)
+        sigma_t = self.sigma_t.to(original_samples.device).to(original_samples.dtype)
+        timesteps = timesteps.to(original_samples.device)
+        alpha_t = alpha_t[timesteps].flatten()
+        while len(alpha_t.shape) < len(original_samples.shape):
+            alpha_t = alpha_t.unsqueeze(-1)
+
+        sigma_t = sigma_t[timesteps].flatten()
+        while len(sigma_t.shape) < len(original_samples.shape):
+            sigma_t = sigma_t.unsqueeze(-1)
+        noisy_samples = alpha_t * original_samples + sigma_t * noise
+        return noisy_samples
+    
+    def get_velocity(self, original_samples: torch.Tensor, noise: torch.Tensor, timesteps: torch.IntTensor) -> torch.Tensor:
+        # alpha_t = self.alpha_t.to(device=original_samples.device, dtype=original_samples.dtype)
+        # sigma_t = self.sigma_t.to(device=original_samples.device, dtype=original_samples.dtype)
+        alpha_t = self.alpha_t.to(original_samples.device).to(original_samples.dtype)
+        sigma_t = self.sigma_t.to(original_samples.device).to(original_samples.dtype)
+
+        timesteps = timesteps.to(original_samples.device)
+        alpha_t = alpha_t[timesteps].flatten()
+        while len(alpha_t.shape) < len(original_samples.shape):
+            alpha_t = alpha_t.unsqueeze(-1)
+
+        sigma_t = sigma_t[timesteps].flatten()
+        while len(sigma_t.shape) < len(original_samples.shape):
+            sigma_t = sigma_t.unsqueeze(-1)
+
+        velocity = alpha_t * noise - sigma_t * original_samples
+        return velocity
+
+    def __len__(self):
+        return self.config.num_train_timesteps
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/schedule/timestep_sampler.py b/VibeVoice-finetuning/src/vibevoice/schedule/timestep_sampler.py
new file mode 100644
index 0000000000000000000000000000000000000000..177b66fcc77da055bbdf7c883be4a38dae699b99
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/schedule/timestep_sampler.py
@@ -0,0 +1,19 @@
+import math
+import torch
+
+
+class UniformSampler:
+    def __init__(self, timesteps = 1000):
+        self.timesteps = timesteps
+    def sample(self, batch_size, device):
+        return torch.randint(0, self.timesteps, (batch_size,), device=device)
+    
+class LogitNormalSampler:
+    def __init__(self, timesteps = 1000, m = 0, s = 1):
+        self.timesteps = timesteps
+        timesteps = torch.linspace(0, 1, timesteps)
+        logit = torch.log(timesteps / (1 - timesteps))
+        self.prob = torch.exp(-0.5 * (logit - m) ** 2 / s ** 2) / (s * math.sqrt(2 * math.pi))
+    def sample(self, batch_size, device):
+        return torch.multinomial(self.prob, batch_size, replacement=True).to(device)
+    
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice/scripts/convert_nnscaler_checkpoint_to_transformers.py b/VibeVoice-finetuning/src/vibevoice/scripts/convert_nnscaler_checkpoint_to_transformers.py
new file mode 100644
index 0000000000000000000000000000000000000000..bb814cf47d4d4264a2881680ce4b76ca9f4435a7
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice/scripts/convert_nnscaler_checkpoint_to_transformers.py
@@ -0,0 +1,166 @@
+#!/usr/bin/env python
+# coding=utf-8
+
+import argparse
+import json
+import os
+from pathlib import Path
+import re
+import torch
+from typing import Dict, List, Tuple
+
+from vibevoice.modular.configuration_vibevoice import (
+    VibeVoiceConfig
+)
+from vibevoice.modular.modeling_vibevoice import VibeVoiceForConditionalGeneration
+from transformers.utils import logging
+
+logger = logging.get_logger(__name__)
+
+def convert_vibevoice_nnscaler_checkpoint_to_hf(
+    checkpoint_path: str,
+    pytorch_dump_folder_path: str,
+    config_path: str = None,
+):
+    """
+    Convert a nnscaler VibeVoice checkpoint to HuggingFace format.
+    Supports both regular checkpoints and tensor parallel checkpoints.
+    """
+    
+    # Load regular checkpoint
+    logger.info(f"Loading regular checkpoint from {checkpoint_path}")
+    checkpoint = torch.load(checkpoint_path, map_location="cpu") # ['model', 'optimizer', 'lr_scheduler', 'train_status', 'train_args', 'rng_states', 'nnscaler', 'dataloader']
+    
+    # config = checkpoint['train_args']
+    init_config_name = checkpoint['train_args']['vars']['model_args']['config_path']['relative_path']
+    pretrained_name = checkpoint['train_args']['vars']['data_args']['tokenizer_path']
+    
+    init_config_path = Path(__file__).parent.parent / 'configs' / init_config_name.split('/')[-1]
+    if init_config_path.exists():
+        logger.info(f"Loading initial config from {init_config_path}")
+        with open(init_config_path, 'r') as f:
+            init_config = json.load(f)
+    else:
+        raise FileNotFoundError(f"Initial config file {init_config_path} not found. Please provide a valid path.")
+
+    tie_word_embeddings = init_config['decoder_config'].get('tie_word_embeddings', True)
+    logger.info(f"Tie word embeddings: {tie_word_embeddings}")
+
+    init_config['decoder_config']['use_cache'] = True
+    config = VibeVoiceConfig(**init_config, tie_word_embeddings=tie_word_embeddings)
+
+    # # Extract the model state dict
+    model_state_dict = {k.replace('model.model.', 'model.'): v for k, v in checkpoint["model"].items() if k.startswith('model.model.')}
+    if not tie_word_embeddings and 'model.lm_head.weight' in checkpoint["model"].keys():
+        # If not tying weights, we need to add the lm_head weight separately
+        model_state_dict['lm_head.weight'] = checkpoint["model"]['model.lm_head.weight']
+    
+    # Override with provided config if available
+    if config_path:
+        logger.info(f"Loading config from {config_path}")
+        with open(config_path, 'r') as f:
+            config_dict = json.load(f)
+        config = VibeVoiceConfig.from_dict(config_dict)
+    
+    # Set the default dtype to bfloat16 before creating the model
+    original_dtype = torch.get_default_dtype()
+    torch.set_default_dtype(torch.bfloat16)
+
+    # Create the HuggingFace model
+    logger.info("Creating HuggingFace VibeVoiceForConditionalGeneration model")
+    model = VibeVoiceForConditionalGeneration(config)
+    
+    # Restore original dtype
+    torch.set_default_dtype(original_dtype)
+
+    # Load the state dict
+    logger.info("Loading weights into model")
+    missing_keys, unexpected_keys = model.load_state_dict(model_state_dict, strict=False)
+    
+    if missing_keys:
+        logger.warning(f"Missing keys: {missing_keys}")
+    if unexpected_keys:
+        logger.warning(f"Unexpected keys: {unexpected_keys}")
+    
+    # Create output directory
+    os.makedirs(pytorch_dump_folder_path, exist_ok=True)
+    
+    # Save the model and config
+    logger.info(f"Saving model to {pytorch_dump_folder_path}")
+    
+    # Save config
+    config.save_pretrained(pytorch_dump_folder_path)
+    
+    # Save VibeVoiceProcessor configuration
+    logger.info("Saving VibeVoiceProcessor configuration")
+    processor_config = {
+        "processor_class": "VibeVoiceProcessor",
+        "speech_tok_compress_ratio": 3200,
+        "db_normalize": True,
+        # Audio processor configuration
+        "audio_processor": {
+            "feature_extractor_type": "VibeVoiceTokenizerProcessor",
+            "sampling_rate": 24000,
+            "normalize_audio": True,
+            "target_dB_FS": -25,
+            "eps": 1e-6,
+        },
+        "language_model_pretrained_name": pretrained_name,
+    }
+    
+    processor_config_path = os.path.join(pytorch_dump_folder_path, "preprocessor_config.json")
+    with open(processor_config_path, 'w') as f:
+        json.dump(processor_config, f, indent=2)
+    logger.info(f"Saved processor config to {processor_config_path}")
+    
+    # Save model with sharding
+    # save_pretrained handles tied weights automatically
+    logger.info("Saving model weights with sharding...")
+    model.save_pretrained(
+        pytorch_dump_folder_path,
+        max_shard_size="2GB",  # Set maximum size for each shard
+        safe_serialization=True  # Ensure saving in .safetensors format
+    )
+    logger.info(f"Model weights saved to {pytorch_dump_folder_path}")
+    
+    logger.info("Conversion complete!")
+    
+    # Verify the saved model can be loaded
+    logger.info("Verifying saved model...")
+    loaded_model = VibeVoiceForConditionalGeneration.from_pretrained(pytorch_dump_folder_path)
+    logger.info("Model successfully loaded from saved checkpoint!")
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--nnscaler_checkpoint_path",
+        type=str,
+        required=True,
+        help="Path to the fairseq checkpoint (.pt file). For tensor parallel checkpoints, "
+             "provide any one of the part files (e.g., checkpoint_1_5000-model_part-0.pt), "
+             "and the script will automatically detect and merge all parts.",
+    )
+    parser.add_argument(
+        "--pytorch_dump_folder_path", 
+        type=str,
+        required=True,
+        help="Path to the output PyTorch model directory",
+    )
+    parser.add_argument(
+        "--config_path",
+        type=str,
+        default=None,
+        help="Optional path to a config JSON file to override extracted config",
+    )
+    
+    args = parser.parse_args()
+    
+    convert_vibevoice_nnscaler_checkpoint_to_hf(
+        args.nnscaler_checkpoint_path,
+        args.pytorch_dump_folder_path,
+        args.config_path,
+    )
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/PKG-INFO b/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/PKG-INFO
new file mode 100644
index 0000000000000000000000000000000000000000..3d1755f3ed0f40f755ec53bd5f53319200d5887a
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/PKG-INFO
@@ -0,0 +1,809 @@
+Metadata-Version: 2.4
+Name: vibevoice-finetuning
+Version: 0.1.0
+Summary: Open Source finetuning code for VibeVoice
+Author-email: jpgallegoarvpb <juanpablo.gallego@voicepowered.ai>
+License: MIT License
+        
+        Copyright (c) 2025 Resemble AI
+        
+        Permission is hereby granted, free of charge, to any person obtaining a copy
+        of this software and associated documentation files (the "Software"), to deal
+        in the Software without restriction, including without limitation the rights
+        to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+        copies of the Software, and to permit persons to whom the Software is
+        furnished to do so, subject to the following conditions:
+        
+        The above copyright notice and this permission notice shall be included in all
+        copies or substantial portions of the Software.
+        
+        THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+        IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+        FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+        AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+        LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+        OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+        SOFTWARE.
+Requires-Python: >=3.8
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Requires-Dist: numpy~=1.26.0
+Requires-Dist: resampy==0.4.3
+Requires-Dist: librosa==0.11.0
+Requires-Dist: s3tokenizer
+Requires-Dist: torch
+Requires-Dist: torchaudio
+Requires-Dist: transformers
+Requires-Dist: datasets>=2.18.0
+Requires-Dist: diffusers==0.29.0
+Requires-Dist: resemble-perth==1.0.1
+Requires-Dist: omegaconf==2.3.0
+Requires-Dist: conformer==0.3.2
+Requires-Dist: safetensors==0.5.3
+Requires-Dist: peft>=0.11.0
+Requires-Dist: tensorboard>=2.12
+Requires-Dist: wandb
+Dynamic: license-file
+
+
+  
+
+# Unofficial WIP Finetuning repo for VibeVoice
+
+  
+
+# Hardware requirements
+
+  
+
+To train a VibeVoice 1.5B LoRa, a machine with at least 16gb VRAM is recommended.
+
+To train a VibeVoice 7B LoRa, a machine with at least 48gb VRAM is recommended.
+
+Keep in mind longer audios increase VRAM requirements
+
+  
+
+# Installation
+
+It is recommended to install this in a fresh environment. Specifically, the Dockerized environment `runpod/pytorch:2.8.0-py3.11-cuda12.8.1-cudnn-devel-ubuntu22.04` has been tested to work.
+
+  
+
+Transformers version 4.51.3 is known to work, while other versions have errors related to Qwen2 architecture.
+
+  
+```
+git clone https://github.com/voicepowered-ai/VibeVoice-finetuning
+
+pip install -e .
+
+pip uninstall -y transformers && pip install transformers==4.51.3
+
+(OPTIONAL) wandb login
+
+(OPTIONAL) export HF_HOME=/workspace/hf_models
+```
+
+  
+
+# Usage
+
+  
+
+## VibeVoice 1.5B / 7B (LoRA) fine-tuning
+
+  
+
+  
+
+We put some code together for training VibeVoice (7B) with LoRA. This uses the vendored VibeVoice model/processor and trains with a dual loss: masked CE on text tokens plus diffusion MSE on acoustic latents.
+
+  
+
+  
+
+Requirements:
+
+  
+
+- Download a compatible VibeVoice 7B or 1.5b checkpoint (config + weights) and its processor files (preprocessor_config.json) or run straight from HF model.
+
+- A 24khz audio dataset with audio files (target audio), text prompts (transcriptions) and optionally voice prompts (reference audio)
+
+  
+
+  
+  
+
+### Training with Hugging Face Dataset
+
+  
+```
+python -m src.finetune_vibevoice_lora \
+
+--model_name_or_path aoi-ot/VibeVoice-Large \
+
+--processor_name_or_path src/vibevoice/processor \
+
+--dataset_name your/dataset \
+
+--text_column_name text \
+
+--audio_column_name audio \
+
+--voice_prompts_column_name voice_prompts \
+
+--output_dir outputTrain3 \
+
+--per_device_train_batch_size 8 \
+
+--gradient_accumulation_steps 16 \
+
+--learning_rate 2.5e-5 \
+
+--num_train_epochs 5 \
+
+--logging_steps 10 \
+
+--save_steps 100 \
+
+--eval_steps 100 \
+
+--report_to wandb \
+
+--remove_unused_columns False \
+
+--bf16 True \
+
+--do_train \
+
+--gradient_clipping \
+
+--gradient_checkpointing False \
+
+--ddpm_batch_mul 4 \
+
+--diffusion_loss_weight 1.4 \
+
+--train_diffusion_head True \
+
+--ce_loss_weight 0.04 \
+
+--voice_prompt_drop_rate 0.2 \
+
+--lora_target_modules q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj \
+
+--lr_scheduler_type cosine \
+
+--warmup_ratio 0.03 \
+
+--max_grad_norm 0.8
+```
+  
+
+----------
+
+  
+
+### Training with Local JSONL Dataset
+
+  
+```
+python -m src.finetune_vibevoice_lora \
+
+--model_name_or_path aoi-ot/VibeVoice-Large \
+
+--processor_name_or_path src/vibevoice/processor \
+
+--train_jsonl prompts.jsonl \
+
+--text_column_name text \
+
+--audio_column_name audio \
+
+--output_dir outputTrain3 \
+
+--per_device_train_batch_size 8 \
+
+--gradient_accumulation_steps 16 \
+
+--learning_rate 2.5e-5 \
+
+--num_train_epochs 5 \
+
+--logging_steps 10 \
+
+--save_steps 100 \
+
+--report_to wandb \
+
+--remove_unused_columns False \
+
+--bf16 True \
+
+--do_train \
+
+--gradient_clipping \
+
+--gradient_checkpointing False \
+
+--ddpm_batch_mul 4 \
+
+--diffusion_loss_weight 1.4 \
+
+--train_diffusion_head True \
+
+--ce_loss_weight 0.04 \
+
+--voice_prompt_drop_rate 0.2 \
+
+--lora_target_modules q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj \
+
+--lr_scheduler_type cosine \
+
+--warmup_ratio 0.03 \
+
+--max_grad_norm 0.8
+```
+
+
+### JSONL format:
+
+  
+
+You can provide an optional `voice_prompts` key. If it is omitted, a voice prompt will be automatically generated from the target audio.
+
+  
+
+**Example without a pre-defined voice prompt (will be auto-generated):**
+
+`{"text": "Speaker 0: Speaker0 transcription.", "audio": "/workspace/wavs/segment_000000.wav"}`
+
+  
+
+**Example with a pre-defined voice prompt:**
+
+`{"text": "Speaker 0: Speaker0 transcription.", "audio": "/workspace/wavs/segment_000000.wav", "voice_prompts": "/path/to/a/different/prompt.wav"}`
+
+  
+
+**Example with multiple speakers and voice prompts:**
+
+`{"text": "Speaker 0: How is the project coming along?\nSpeaker 1: It's going well, we should be finished by Friday.", "audio": "/data/conversations/convo_01.wav", "voice_prompts": ["/data/prompts/alice_voice_prompt.wav", "/data/prompts/bob_voice_prompt.wav"]}`
+
+  
+  
+  
+
+# Notes:
+
+  
+
+- Audio is assumed to be 24 kHz; input audio will be loaded/resampled to 24 kHz.
+
+  
+
+- If you pass raw NumPy arrays or torch Tensors as audio (without sampling rate metadata), the collator assumes they are already 24 kHz. To trigger resampling, provide dicts like {"array": <np.ndarray>, "sampling_rate": <int>} or file paths.
+
+  
+
+- Tokenizers (acoustic/semantic) are frozen by default. LoRA is applied to the LLM (Qwen) and optionally to the diffusion head.
+
+  
+
+- The collator builds interleaved sequences with speech placeholders and computes the required masks for diffusion loss.
+
+- If a voice_prompts column is not provided in your dataset for a given sample, a voice prompt is **automatically generated** by taking a random clip from the target audio. This fallback ensures the model's voice cloning ability is maintained. You can override this behavior by providing your own voice prompts.
+
+- Said voice_prompts are randomly dropped during training to improve generalization. Drop rates of 0.2 and 0.25 have been tested with satisfactory results.
+
+  
+
+- The model learns to emit a closing `[speech_end]` token after target placeholders.
+
+  
+
+- For multi‑speaker prompts, ensure `voice_prompts` list order matches `Speaker 0/1/...` tags in your text.
+
+  
+
+- LoRA adapters are saved under `output_dir/lora` after training.
+
+  
+
+  
+
+# Acknowledgements
+
+  
+
+- [VibeVoice](https://github.com/microsoft/VibeVoice)
+
+  
+
+- [chatterbox-finetuning](https://github.com/stlohrey/chatterbox-finetuning)
+
+  
+  
+
+## Training Script Arguments
+
+  
+
+Comprehensive list of all the command-line arguments available for the fine-tuning script.
+
+  
+
+### Model & Architecture Arguments
+
+Controls the base model, its configuration, and which components are trained.
+
+  
+
+*  `--model_name_or_path`
+
+*  **What it does:** Specifies the path to the pretrained VibeVoice base model. This can be a local directory or a Hugging Face Hub repository ID.
+
+*  **Required:** Yes.
+
+*  **Example:**
+
+```bash
+
+--model_name_or_path aoi-ot/VibeVoice-Large
+
+```
+
+  
+
+*  `--processor_name_or_path`
+
+*  **What it does:** Specifies the path to the VibeVoice processor configuration. If not provided, it defaults to the `model_name_or_path`.
+
+*  **Example:**
+
+```bash
+
+--processor_name_or_path src/vibevoice/processor
+
+```
+
+  
+
+*  `--train_diffusion_head`
+
+*  **What it does:** A boolean flag to enable **full fine-tuning** of the diffusion prediction head. When enabled, all parameters of the diffusion head become trainable.
+
+*  **Example:**
+
+```bash
+
+--train_diffusion_head True
+
+```
+
+  
+
+*  `--train_connectors`
+
+*  **What it does:** A boolean flag to enable training of the acoustic and semantic connectors, which bridge different parts of the model.
+
+*  **Example:**
+
+```bash
+
+--train_connectors True
+
+```
+
+  
+
+*  `--lora_target_modules`
+
+*  **What it does:** A comma-separated string of module names within the language model to apply LoRA adapters to. This is the primary way to enable LoRA for the text-processing part of the model.
+
+*  **Example:**
+
+```bash
+
+--lora_target_modules q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj
+
+```
+
+  
+
+*  `--lora_r`
+
+*  **What it does:** The rank (`r`) of the LoRA decomposition. A smaller number means fewer trainable parameters.
+
+*  **Default:**  `8`
+
+*  **Example:**
+
+```bash
+
+--lora_r 16
+
+```
+
+  
+
+*  `--lora_alpha`
+
+*  **What it does:** The scaling factor for the LoRA weights. A common practice is to set `lora_alpha` to be four times the value of `lora_r`.
+
+*  **Default:**  `32`
+
+*  **Example:**
+
+```bash
+
+--lora_alpha 64
+
+```
+
+*  `--lora_wrap_diffusion_head`
+
+*  **What it does:** An **alternative** to `--train_diffusion_head`. If `True`, it applies LoRA adapters to the diffusion head instead of fine-tuning it fully, enabling more parameter-efficient training of the head. Must only use `--train_diffusion_head` or `--lora_wrap_diffusion_head`
+
+*  **Default:**  `False`
+
+  
+  
+  
+
+*  `--layers_to_freeze`
+
+*  **What it does:** Comma-separated indices of diffusion head layers to freeze (e.g., '0,1,5,7,8'). [Diffusion head layer indices](https://github.com/voicepowered-ai/VibeVoice-finetuning/blob/main/diff_head_layers.txt)
+
+*  **Default:**  `None`
+
+### Data & Processing Arguments
+
+Defines the dataset to be used, its structure, and how it should be processed.
+
+  
+
+*  `--train_jsonl`
+
+*  **What it does:** Path to your local training data file in JSONL (JSON Lines) format. Each line should be a JSON object with keys for text and audio path.
+
+*  **Example:**
+
+```bash
+
+--train_jsonl prompts.jsonl
+
+```
+
+  
+
+*  `--validation_jsonl`
+
+*  **What it does:** Optional path to a local validation data file in JSONL format.
+
+*  **Example:**
+
+```bash
+
+--validation_jsonl validation_prompts.jsonl
+
+```
+
+  
+
+*  `--text_column_name`
+
+*  **What it does:** The name of the key in your JSONL file that contains the text transcription/prompt.
+
+*  **Default:**  `text`
+
+*  **Example:**
+
+```bash
+
+--text_column_name "prompt"
+
+```
+
+  
+
+*  `--audio_column_name`
+
+*  **What it does:** The name of the key in your JSONL file that contains the path to the audio file.
+
+*  **Default:**  `audio`
+
+*  **Example:**
+
+```bash
+
+--audio_column_name "file_path"
+
+```
+
+  
+
+*  `--voice_prompt_drop_rate`
+
+*  **What it does:** The probability (from 0.0 to 1.0) of randomly dropping the conditioning voice prompt during training. This acts as a regularizer.
+
+*  **Default:**  `0.0`
+
+*  **Example:**
+
+```bash
+
+--voice_prompt_drop_rate 0.2
+
+```
+
+  
+
+### Core Training Arguments
+
+Standard Hugging Face `TrainingArguments` that control the training loop, optimizer, and saving.
+
+  
+
+*  `--output_dir`
+
+*  **What it does:** The directory where model checkpoints and final outputs will be saved.
+
+*  **Required:** Yes.
+
+*  **Example:**
+
+```bash
+
+--output_dir output_model
+
+```
+
+  
+
+*  `--per_device_train_batch_size`
+
+*  **What it does:** The number of training examples processed per GPU in a single step.
+
+*  **Example:**
+
+```bash
+
+--per_device_train_batch_size 8
+
+```
+
+  
+
+*  `--gradient_accumulation_steps`
+
+*  **What it does:** The number of forward passes to accumulate gradients for before performing an optimizer step. This effectively increases the batch size without using more VRAM.
+
+*  **Example:**
+
+```bash
+
+--gradient_accumulation_steps 16
+
+```
+
+  
+
+*  `--learning_rate`
+
+*  **What it does:** The initial learning rate for the optimizer.
+
+*  **Example:**
+
+```bash
+
+--learning_rate 2.5e-5
+
+```
+
+  
+
+*  `--num_train_epochs`
+
+*  **What it does:** The total number of times to iterate over the entire training dataset.
+
+*  **Example:**
+
+```bash
+
+--num_train_epochs 5
+
+```
+
+  
+
+*  `--logging_steps`
+
+*  **What it does:** How often (in steps) to log training metrics like loss.
+
+*  **Example:**
+
+```bash
+
+--logging_steps 10
+
+```
+
+  
+
+*  `--save_steps`
+
+*  **What it does:** How often (in steps) to save a model checkpoint.
+
+*  **Example:**
+
+```bash
+
+--save_steps 100
+
+```
+
+  
+
+*  `--report_to`
+
+*  **What it does:** The integration to report logs to. Can be `wandb`, `tensorboard`, or `none`.
+
+*  **Example:**
+
+```bash
+
+--report_to wandb
+
+```
+
+  
+
+*  `--remove_unused_columns`
+
+*  **What it does:** Whether to remove columns from the dataset not used by the model's `forward` method. **This must be set to `False`** for this script to work correctly.
+
+*  **Example:**
+
+```bash
+
+--remove_unused_columns False
+
+```
+
+  
+
+*  `--bf16`
+
+*  **What it does:** Enables mixed-precision training using `bfloat16`. This speeds up training and reduces memory usage on compatible GPUs (NVIDIA Ampere series and newer).
+
+*  **Example:**
+
+```bash
+
+--bf16 True
+
+```
+
+  
+
+*  `--gradient_checkpointing`
+
+*  **What it does:** A memory-saving technique that trades compute for memory. Useful for training large models on limited VRAM.
+
+*  **Example:**
+
+```bash
+
+--gradient_checkpointing True
+
+```
+
+  
+
+*  `--lr_scheduler_type`
+
+*  **What it does:** The type of learning rate schedule to use (e.g., `linear`, `cosine`, `constant`).
+
+*  **Example:**
+
+```bash
+
+--lr_scheduler_type cosine
+
+```
+
+  
+
+*  `--warmup_ratio`
+
+*  **What it does:** The proportion of total training steps used for a linear warmup from 0 to the initial learning rate.
+
+*  **Example:**
+
+```bash
+
+--warmup_ratio 0.03
+
+```
+
+  
+
+### Custom VibeVoice Training Arguments
+
+Special arguments to control VibeVoice-specific training behaviors.
+
+  
+
+*  `--gradient_clipping`
+
+*  **What it does:** A custom boolean flag that acts as the master switch for gradient clipping. If you include this flag, the value from `--max_grad_norm` will be used to prevent exploding gradients.
+
+*  **Example:**
+
+```bash
+
+--gradient_clipping
+
+```
+
+*  `--max_grad_norm`
+
+*  **What it does:** The maximum value for gradient clipping. Only active if `--gradient_clipping` is also used.
+
+*  **Default:**  `1.0`
+
+*  **Example:**
+
+```bash
+
+--max_grad_norm 0.8
+
+```
+
+  
+
+*  `--diffusion_loss_weight`
+
+*  **What it does:** A float that scales the importance of the diffusion loss (for speech generation quality) in the total loss calculation.
+
+*  **Example:**
+
+```bash
+
+--diffusion_loss_weight 1.4
+
+```
+
+  
+
+*  `--ce_loss_weight`
+
+*  **What it does:** A float that scales the importance of the Cross-Entropy loss (for text prediction accuracy) in the total loss calculation.
+
+*  **Example:**
+
+```bash
+
+--ce_loss_weight 0.04
+
+```
+
+  
+
+*  `--ddpm_batch_mul`
+
+*  **What it does:** An integer multiplier for the batch size used specifically within the diffusion process.
+
+*  **Example:**
+
+```bash
+
+--ddpm_batch_mul 4
+
+
+```
+
+
diff --git a/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/SOURCES.txt b/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/SOURCES.txt
new file mode 100644
index 0000000000000000000000000000000000000000..74b080fa2dc38be927f7aab69fd5f1a6cf421cd6
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/SOURCES.txt
@@ -0,0 +1,23 @@
+LICENSE
+README.md
+pyproject.toml
+src/vibevoice/modular/__init__.py
+src/vibevoice/modular/configuration_vibevoice.py
+src/vibevoice/modular/modeling_vibevoice.py
+src/vibevoice/modular/modeling_vibevoice_inference.py
+src/vibevoice/modular/modular_vibevoice_diffusion_head.py
+src/vibevoice/modular/modular_vibevoice_text_tokenizer.py
+src/vibevoice/modular/modular_vibevoice_tokenizer.py
+src/vibevoice/modular/streamer.py
+src/vibevoice/processor/__init__.py
+src/vibevoice/processor/vibevoice_processor.py
+src/vibevoice/processor/vibevoice_tokenizer_processor.py
+src/vibevoice/schedule/__init__.py
+src/vibevoice/schedule/dpm_solver.py
+src/vibevoice/schedule/timestep_sampler.py
+src/vibevoice/scripts/convert_nnscaler_checkpoint_to_transformers.py
+src/vibevoice_finetuning.egg-info/PKG-INFO
+src/vibevoice_finetuning.egg-info/SOURCES.txt
+src/vibevoice_finetuning.egg-info/dependency_links.txt
+src/vibevoice_finetuning.egg-info/requires.txt
+src/vibevoice_finetuning.egg-info/top_level.txt
\ No newline at end of file
diff --git a/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/dependency_links.txt b/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/dependency_links.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8b137891791fe96927ad78e64b0aad7bded08bdc
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/dependency_links.txt
@@ -0,0 +1 @@
+
diff --git a/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/requires.txt b/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/requires.txt
new file mode 100644
index 0000000000000000000000000000000000000000..050d1d5b676651f4bdeb73d25a84724fb758b098
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/requires.txt
@@ -0,0 +1,16 @@
+numpy~=1.26.0
+resampy==0.4.3
+librosa==0.11.0
+s3tokenizer
+torch
+torchaudio
+transformers
+datasets>=2.18.0
+diffusers==0.29.0
+resemble-perth==1.0.1
+omegaconf==2.3.0
+conformer==0.3.2
+safetensors==0.5.3
+peft>=0.11.0
+tensorboard>=2.12
+wandb
diff --git a/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/top_level.txt b/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/top_level.txt
new file mode 100644
index 0000000000000000000000000000000000000000..233679bc0be4130b9992b7d7ac4dd2d9008d3f46
--- /dev/null
+++ b/VibeVoice-finetuning/src/vibevoice_finetuning.egg-info/top_level.txt
@@ -0,0 +1 @@
+vibevoice
diff --git a/VibeVoice-finetuning/wandb/debug-internal.log b/VibeVoice-finetuning/wandb/debug-internal.log
new file mode 100644
index 0000000000000000000000000000000000000000..5efa781c1d5f67c619be383cdeea6107177924ca
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/debug-internal.log
@@ -0,0 +1,12 @@
+{"time":"2026-02-27T17:07:35.678415504Z","level":"INFO","msg":"stream: starting","core version":"0.25.0"}
+{"time":"2026-02-27T17:07:35.820788132Z","level":"INFO","msg":"stream: created new stream","id":"3ba45jda"}
+{"time":"2026-02-27T17:07:35.820876683Z","level":"INFO","msg":"handler: started","stream_id":"3ba45jda"}
+{"time":"2026-02-27T17:07:35.821042046Z","level":"INFO","msg":"stream: started","id":"3ba45jda"}
+{"time":"2026-02-27T17:07:35.821074648Z","level":"INFO","msg":"writer: started","stream_id":"3ba45jda"}
+{"time":"2026-02-27T17:07:35.821092496Z","level":"INFO","msg":"sender: started","stream_id":"3ba45jda"}
+{"time":"2026-02-27T18:07:22.16013444Z","level":"INFO","msg":"api: retrying HTTP error","status":502,"url":"https://api.wandb.ai/files/aralien0907-ara/huggingface/3ba45jda/file_stream","body":"\n<html><head>\n<meta http-equiv=\"content-type\" content=\"text/html;charset=utf-8\">\n<title>502 Server Error</title>\n</head>\n<body text=#000000 bgcolor=#ffffff>\n<h1>Error: Server Error</h1>\n<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>\n<h2></h2>\n</body></html>\n"}
+{"time":"2026-02-27T18:31:03.750443183Z","level":"INFO","msg":"stream: closing","id":"3ba45jda"}
+{"time":"2026-02-27T18:31:04.611370138Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"}
+{"time":"2026-02-27T18:31:05.330693311Z","level":"INFO","msg":"handler: closed","stream_id":"3ba45jda"}
+{"time":"2026-02-27T18:31:05.330835354Z","level":"INFO","msg":"sender: closed","stream_id":"3ba45jda"}
+{"time":"2026-02-27T18:31:05.330867017Z","level":"INFO","msg":"stream: closed","id":"3ba45jda"}
diff --git a/VibeVoice-finetuning/wandb/debug.log b/VibeVoice-finetuning/wandb/debug.log
new file mode 100644
index 0000000000000000000000000000000000000000..7fae2b1df1888ce88c657ddb34caa9c33f612bc5
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/debug.log
@@ -0,0 +1,24 @@
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_setup.py:_flush():81] Current SDK version is 0.25.0
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_setup.py:_flush():81] Configure stats pid to 249
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_setup.py:_flush():81] Loading settings from environment variables
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /kaggle/working/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug.log
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /kaggle/working/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug-internal.log
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_init.py:init():844] calling init triggers
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
+config: {'_wandb': {}}
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_init.py:init():892] starting backend
+2026-02-27 17:07:35,665 INFO    MainThread:249 [wandb_init.py:init():895] sending inform_init request
+2026-02-27 17:07:35,674 INFO    MainThread:249 [wandb_init.py:init():903] backend started and connected
+2026-02-27 17:07:35,677 INFO    MainThread:249 [wandb_init.py:init():973] updated telemetry
+2026-02-27 17:07:35,677 INFO    MainThread:249 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
+2026-02-27 17:07:36,350 INFO    MainThread:249 [wandb_init.py:init():1042] starting run threads in backend
+2026-02-27 17:07:37,057 INFO    MainThread:249 [wandb_run.py:_console_start():2524] atexit reg
+2026-02-27 17:07:37,057 INFO    MainThread:249 [wandb_run.py:_redirect():2373] redirect: wrap_raw
+2026-02-27 17:07:37,057 INFO    MainThread:249 [wandb_run.py:_redirect():2442] Wrapping output streams.
+2026-02-27 17:07:37,057 INFO    MainThread:249 [wandb_run.py:_redirect():2465] Redirects installed.
+2026-02-27 17:07:37,062 INFO    MainThread:249 [wandb_init.py:init():1082] run started, returning control to user process
+2026-02-27 17:07:37,064 INFO    MainThread:249 [wandb_run.py:_config_callback():1403] config_cb None None {'acoustic_tokenizer_config': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_acoustic_tokenizer', 'channels': 1, 'corpus_normalize': 0.0, 'causal': True, 'vae_dim': 64, 'fix_std': 0.5, 'std_dist_type': 'gaussian', 'conv_norm': 'none', 'pad_mode': 'constant', 'layernorm_eps': 1e-05, 'disable_last_norm': True, 'layernorm': 'RMSNorm', 'layernorm_elementwise_affine': True, 'conv_bias': True, 'layer_scale_init_value': 1e-06, 'weight_init_value': 0.01, 'mixer_layer': 'depthwise_conv', 'encoder_n_filters': 32, 'encoder_ratios': [8, 5, 5, 4, 2, 2], 'encoder_depths': '3-3-3-3-3-3-8', 'decoder_ratios': [8, 5, 5, 4, 2, 2], 'decoder_n_filters': 32, 'decoder_depths': None}, 'semantic_tokenizer_config': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_semantic_tokenizer', 'channels': 1, 'corpus_normalize': 0.0, 'causal': True, 'vae_dim': 128, 'fix_std': 0, 'std_dist_type': 'none', 'conv_norm': 'none', 'pad_mode': 'constant', 'layernorm_eps': 1e-05, 'disable_last_norm': True, 'layernorm': 'RMSNorm', 'layernorm_elementwise_affine': True, 'conv_bias': True, 'layer_scale_init_value': 1e-06, 'weight_init_value': 0.01, 'mixer_layer': 'depthwise_conv', 'encoder_n_filters': 32, 'encoder_ratios': [8, 5, 5, 4, 2, 2], 'encoder_depths': '3-3-3-3-3-3-8'}, 'decoder_config': {'vocab_size': 151936, 'max_position_embeddings': 65536, 'hidden_size': 1536, 'intermediate_size': 8960, 'num_hidden_layers': 28, 'num_attention_heads': 12, 'use_sliding_window': False, 'sliding_window': None, 'max_window_layers': 28, 'num_key_value_heads': 2, 'hidden_act': 'silu', 'initializer_range': 0.02, 'rms_norm_eps': 1e-06, 'use_cache': True, 'rope_theta': 1000000.0, 'rope_scaling': None, 'attention_dropout': 0.0, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'qwen2'}, 'diffusion_head_config': {'hidden_size': 1536, 'head_layers': 4, 'head_ffn_ratio': 3.0, 'rms_norm_eps': 1e-05, 'latent_size': 64, 'speech_vae_dim': 64, 'prediction_type': 'v_prediction', 'diffusion_type': 'ddpm', 'ddpm_num_steps': 1000, 'ddpm_num_inference_steps': 20, 'ddpm_beta_schedule': 'cosine', 'ddpm_batch_mul': 4, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_diffusion_head'}, 'acoustic_vae_dim': 64, 'semantic_vae_dim': 128, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['VibeVoiceForConditionalGeneration'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'microsoft/VibeVoice-1.5B', '_attn_implementation_autoset': True, 'transformers_version': '4.51.3', 'model_type': 'vibevoice', 'output_dir': '/kaggle/working/', 'overwrite_output_dir': False, 'do_train': True, 'do_eval': False, 'do_predict': False, 'eval_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 1, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 12, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 5e-05, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 0.6, 'num_train_epochs': 5.0, 'max_steps': -1, 'lr_scheduler_type': 'cosine', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.06, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/Feb27_17-06-52_3ef0c900b82d', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 1450, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 100.0, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '/kaggle/working/', 'disable_tqdm': False, 'remove_unused_columns': False, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'tp_size': 0, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': '/kaggle/working/lor/VibeVoice-finetuning/checkpoint-3600', 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False, 'ddpm_batch_mul': 1, 'ce_loss_weight': 0.55, 'diffusion_loss_weight': 1.9, 'debug_ce_details': False, 'debug_ce_topk': 5, 'debug_ce_max_examples': 1, 'debug_ce_every_n_steps': 200, 'gradient_clipping': True, 'debug_save': False}
+2026-02-27 17:07:37,076 INFO    MainThread:249 [wandb_config.py:__setitem__():155] [no run ID] config set model/num_parameters = 2777881057 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7b7a36a2aa20>>
+2026-02-27 17:07:37,076 INFO    MainThread:249 [wandb_run.py:_config_callback():1403] config_cb model/num_parameters 2777881057 None
+2026-02-27 18:31:03,750 INFO    wandb-AsyncioManager-main:249 [service_client.py:_forward_responses():134] Reached EOF.
+2026-02-27 18:31:03,750 INFO    wandb-AsyncioManager-main:249 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles.
diff --git a/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/config.yaml b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b45ed76f6a206d64d88aa911350660f1d08ad6ed
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/config.yaml
@@ -0,0 +1,889 @@
+_attn_implementation_autoset:
+    value: true
+_name_or_path:
+    value: microsoft/VibeVoice-1.5B
+_wandb:
+    value:
+        cli_version: 0.24.2
+        e:
+            k6l1ner32njng4qwpewn53uqxrr8kl0l:
+                args:
+                    - --model_name_or_path
+                    - microsoft/VibeVoice-1.5B
+                    - --processor_name_or_path
+                    - vibevoice/processor
+                    - --text_column_name
+                    - text
+                    - --audio_column_name
+                    - audio
+                    - --voice_prompts_column_name
+                    - voice_prompts
+                    - --output_dir
+                    - /content/
+                    - --per_device_train_batch_size
+                    - "1"
+                    - --gradient_accumulation_steps
+                    - "12"
+                    - --learning_rate
+                    - "5e-5"
+                    - --num_train_epochs
+                    - "10"
+                    - --logging_steps
+                    - "10"
+                    - --save_steps
+                    - "60"
+                    - --eval_steps
+                    - "80"
+                    - --report_to
+                    - wandb
+                    - --lora_r
+                    - "32"
+                    - --lora_alpha
+                    - "64"
+                    - --remove_unused_columns
+                    - "False"
+                    - --fp16
+                    - "True"
+                    - --do_train
+                    - --gradient_clipping
+                    - --gradient_checkpointing
+                    - "False"
+                    - --ddpm_batch_mul
+                    - "1"
+                    - --diffusion_loss_weight
+                    - "1.8"
+                    - --train_diffusion_head
+                    - "True"
+                    - --ce_loss_weight
+                    - "1.1"
+                    - --voice_prompt_drop_rate
+                    - "0.35"
+                    - --lora_target_modules
+                    - q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj
+                    - --lr_scheduler_type
+                    - cosine
+                    - --warmup_ratio
+                    - "0.1"
+                    - --max_grad_norm
+                    - "0.6"
+                cpu_count: 1
+                cpu_count_logical: 2
+                cudaVersion: "13.0"
+                disk:
+                    /:
+                        total: "120942624768"
+                        used: "58460594176"
+                email: aralien0907@gmail.com
+                executable: /usr/bin/python3
+                git:
+                    commit: f74368637dd67fc3895d9f81365c50e65ae0641c
+                    remote: https://github.com/voicepowered-ai/VibeVoice-finetuning.git
+                gpu: Tesla T4
+                gpu_count: 1
+                gpu_nvidia:
+                    - architecture: Turing
+                      cudaCores: 2560
+                      memoryTotal: "16106127360"
+                      name: Tesla T4
+                      uuid: GPU-7e69ea04-764f-97d5-5a16-fe87280f30f7
+                host: d690d73e974e
+                memory:
+                    total: "13605851136"
+                os: Linux-6.6.105+-x86_64-with-glibc2.35
+                program: -m src.finetune_vibevoice_lora0
+                python: CPython 3.12.12
+                root: /content/VibeVoice-finetuning
+                startedAt: "2026-02-18T14:25:00.937955Z"
+                writerId: k6l1ner32njng4qwpewn53uqxrr8kl0l
+        m:
+            - "1": train/global_step
+              "6":
+                - 3
+              "7": []
+            - "2": '*'
+              "5": 1
+              "6":
+                - 1
+              "7": []
+        python_version: 3.12.12
+        t:
+            "1":
+                - 1
+                - 2
+                - 3
+                - 5
+                - 11
+                - 12
+                - 41
+                - 49
+                - 51
+                - 53
+                - 63
+                - 71
+                - 83
+                - 98
+                - 105
+            "2":
+                - 1
+                - 2
+                - 3
+                - 5
+                - 11
+                - 12
+                - 41
+                - 49
+                - 51
+                - 53
+                - 63
+                - 71
+                - 83
+                - 98
+                - 105
+            "3":
+                - 7
+                - 13
+                - 19
+                - 66
+            "4": 3.12.12
+            "5": 0.24.2
+            "6": 4.51.3
+            "9":
+                "1": transformers_trainer
+            "12": 0.24.2
+            "13": linux-x86_64
+accelerator_config:
+    value:
+        dispatch_batches: null
+        even_batches: true
+        gradient_accumulation_kwargs: null
+        non_blocking: false
+        split_batches: false
+        use_seedable_sampler: true
+acoustic_tokenizer_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        causal: true
+        channels: 1
+        chunk_size_feed_forward: 0
+        conv_bias: true
+        conv_norm: none
+        corpus_normalize: 0
+        cross_attention_hidden_size: null
+        decoder_depths: null
+        decoder_n_filters: 32
+        decoder_ratios:
+            - 8
+            - 5
+            - 5
+            - 4
+            - 2
+            - 2
+        decoder_start_token_id: null
+        disable_last_norm: true
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_depths: 3-3-3-3-3-3-8
+        encoder_n_filters: 32
+        encoder_no_repeat_ngram_size: 0
+        encoder_ratios:
+            - 8
+            - 5
+            - 5
+            - 4
+            - 2
+            - 2
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        fix_std: 0.5
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        layer_scale_init_value: 1e-06
+        layernorm: RMSNorm
+        layernorm_elementwise_affine: true
+        layernorm_eps: 1e-05
+        length_penalty: 1
+        max_length: 20
+        min_length: 0
+        mixer_layer: depthwise_conv
+        model_type: vibevoice_acoustic_tokenizer
+        no_repeat_ngram_size: 0
+        num_beam_groups: 1
+        num_beams: 1
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_mode: constant
+        pad_token_id: null
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        sep_token_id: null
+        std_dist_type: gaussian
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+        vae_dim: 64
+        weight_init_value: 0.01
+acoustic_vae_dim:
+    value: 64
+adafactor:
+    value: false
+adam_beta1:
+    value: 0.9
+adam_beta2:
+    value: 0.999
+adam_epsilon:
+    value: 1e-08
+add_cross_attention:
+    value: false
+architectures:
+    value:
+        - VibeVoiceForConditionalGeneration
+auto_find_batch_size:
+    value: false
+average_tokens_across_devices:
+    value: false
+bad_words_ids:
+    value: null
+batch_eval_metrics:
+    value: false
+begin_suppress_tokens:
+    value: null
+bf16:
+    value: false
+bf16_full_eval:
+    value: false
+bos_token_id:
+    value: null
+ce_loss_weight:
+    value: 1.1
+chunk_size_feed_forward:
+    value: 0
+cross_attention_hidden_size:
+    value: null
+data_seed:
+    value: null
+dataloader_drop_last:
+    value: false
+dataloader_num_workers:
+    value: 0
+dataloader_persistent_workers:
+    value: false
+dataloader_pin_memory:
+    value: true
+dataloader_prefetch_factor:
+    value: null
+ddp_backend:
+    value: null
+ddp_broadcast_buffers:
+    value: null
+ddp_bucket_cap_mb:
+    value: null
+ddp_find_unused_parameters:
+    value: null
+ddp_timeout:
+    value: 1800
+ddpm_batch_mul:
+    value: 1
+debug:
+    value: []
+debug_ce_details:
+    value: false
+debug_ce_every_n_steps:
+    value: 200
+debug_ce_max_examples:
+    value: 1
+debug_ce_topk:
+    value: 5
+debug_save:
+    value: false
+decoder_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        attention_dropout: 0
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        chunk_size_feed_forward: 0
+        cross_attention_hidden_size: null
+        decoder_start_token_id: null
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_no_repeat_ngram_size: 0
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        hidden_act: silu
+        hidden_size: 1536
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        initializer_range: 0.02
+        intermediate_size: 8960
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        length_penalty: 1
+        max_length: 20
+        max_position_embeddings: 65536
+        max_window_layers: 28
+        min_length: 0
+        model_type: qwen2
+        no_repeat_ngram_size: 0
+        num_attention_heads: 12
+        num_beam_groups: 1
+        num_beams: 1
+        num_hidden_layers: 28
+        num_key_value_heads: 2
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_token_id: null
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        rms_norm_eps: 1e-06
+        rope_scaling: null
+        rope_theta: 1e+06
+        sep_token_id: null
+        sliding_window: null
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+        use_cache: true
+        use_sliding_window: false
+        vocab_size: 151936
+decoder_start_token_id:
+    value: null
+deepspeed:
+    value: null
+diffusion_head_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        chunk_size_feed_forward: 0
+        cross_attention_hidden_size: null
+        ddpm_batch_mul: 4
+        ddpm_beta_schedule: cosine
+        ddpm_num_inference_steps: 20
+        ddpm_num_steps: 1000
+        decoder_start_token_id: null
+        diffusion_type: ddpm
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_no_repeat_ngram_size: 0
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        head_ffn_ratio: 3
+        head_layers: 4
+        hidden_size: 1536
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        latent_size: 64
+        length_penalty: 1
+        max_length: 20
+        min_length: 0
+        model_type: vibevoice_diffusion_head
+        no_repeat_ngram_size: 0
+        num_beam_groups: 1
+        num_beams: 1
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_token_id: null
+        prediction_type: v_prediction
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        rms_norm_eps: 1e-05
+        sep_token_id: null
+        speech_vae_dim: 64
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+diffusion_loss_weight:
+    value: 1.8
+disable_tqdm:
+    value: false
+diversity_penalty:
+    value: 0
+do_eval:
+    value: false
+do_predict:
+    value: false
+do_sample:
+    value: false
+do_train:
+    value: true
+early_stopping:
+    value: false
+encoder_no_repeat_ngram_size:
+    value: 0
+eos_token_id:
+    value: null
+eval_accumulation_steps:
+    value: null
+eval_delay:
+    value: 0
+eval_do_concat_batches:
+    value: true
+eval_on_start:
+    value: false
+eval_steps:
+    value: 80
+eval_strategy:
+    value: "no"
+eval_use_gather_object:
+    value: false
+exponential_decay_length_penalty:
+    value: null
+finetuning_task:
+    value: null
+forced_bos_token_id:
+    value: null
+forced_eos_token_id:
+    value: null
+fp16:
+    value: true
+fp16_backend:
+    value: auto
+fp16_full_eval:
+    value: false
+fp16_opt_level:
+    value: O1
+fsdp:
+    value: []
+fsdp_config:
+    value:
+        min_num_params: 0
+        xla: false
+        xla_fsdp_grad_ckpt: false
+        xla_fsdp_v2: false
+fsdp_min_num_params:
+    value: 0
+fsdp_transformer_layer_cls_to_wrap:
+    value: null
+full_determinism:
+    value: false
+gradient_accumulation_steps:
+    value: 12
+gradient_checkpointing:
+    value: false
+gradient_checkpointing_kwargs:
+    value: null
+gradient_clipping:
+    value: true
+greater_is_better:
+    value: null
+group_by_length:
+    value: false
+half_precision_backend:
+    value: auto
+hub_always_push:
+    value: false
+hub_model_id:
+    value: null
+hub_private_repo:
+    value: null
+hub_strategy:
+    value: every_save
+hub_token:
+    value: <HUB_TOKEN>
+id2label:
+    value:
+        "0": LABEL_0
+        "1": LABEL_1
+ignore_data_skip:
+    value: false
+include_for_metrics:
+    value: []
+include_inputs_for_metrics:
+    value: false
+include_num_input_tokens_seen:
+    value: false
+include_tokens_per_second:
+    value: false
+is_decoder:
+    value: false
+is_encoder_decoder:
+    value: false
+jit_mode_eval:
+    value: false
+label_names:
+    value: null
+label_smoothing_factor:
+    value: 0
+label2id:
+    value:
+        LABEL_0: 0
+        LABEL_1: 1
+learning_rate:
+    value: 5e-05
+length_column_name:
+    value: length
+length_penalty:
+    value: 1
+load_best_model_at_end:
+    value: false
+local_rank:
+    value: 0
+log_level:
+    value: passive
+log_level_replica:
+    value: warning
+log_on_each_node:
+    value: true
+logging_dir:
+    value: /content/runs/Feb18_14-23-47_d690d73e974e
+logging_first_step:
+    value: false
+logging_nan_inf_filter:
+    value: true
+logging_steps:
+    value: 10
+logging_strategy:
+    value: steps
+lr_scheduler_type:
+    value: cosine
+max_grad_norm:
+    value: 0.6
+max_length:
+    value: 20
+max_steps:
+    value: -1
+metric_for_best_model:
+    value: null
+min_length:
+    value: 0
+model/num_parameters:
+    value: 2740951521
+model_type:
+    value: vibevoice
+mp_parameters:
+    value: ""
+neftune_noise_alpha:
+    value: null
+no_cuda:
+    value: false
+no_repeat_ngram_size:
+    value: 0
+num_beam_groups:
+    value: 1
+num_beams:
+    value: 1
+num_return_sequences:
+    value: 1
+num_train_epochs:
+    value: 10
+optim:
+    value: adamw_torch
+optim_args:
+    value: null
+optim_target_modules:
+    value: null
+output_attentions:
+    value: false
+output_dir:
+    value: /content/
+output_hidden_states:
+    value: false
+output_scores:
+    value: false
+overwrite_output_dir:
+    value: false
+pad_token_id:
+    value: null
+past_index:
+    value: -1
+per_device_eval_batch_size:
+    value: 8
+per_device_train_batch_size:
+    value: 1
+per_gpu_eval_batch_size:
+    value: null
+per_gpu_train_batch_size:
+    value: null
+prediction_loss_only:
+    value: false
+prefix:
+    value: null
+problem_type:
+    value: null
+push_to_hub:
+    value: false
+push_to_hub_model_id:
+    value: null
+push_to_hub_organization:
+    value: null
+push_to_hub_token:
+    value: <PUSH_TO_HUB_TOKEN>
+ray_scope:
+    value: last
+remove_invalid_values:
+    value: false
+remove_unused_columns:
+    value: false
+repetition_penalty:
+    value: 1
+report_to:
+    value:
+        - wandb
+restore_callback_states_from_checkpoint:
+    value: false
+resume_from_checkpoint:
+    value: null
+return_dict:
+    value: true
+return_dict_in_generate:
+    value: false
+run_name:
+    value: /content/
+save_on_each_node:
+    value: false
+save_only_model:
+    value: false
+save_safetensors:
+    value: true
+save_steps:
+    value: 60
+save_strategy:
+    value: steps
+save_total_limit:
+    value: null
+seed:
+    value: 42
+semantic_tokenizer_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        causal: true
+        channels: 1
+        chunk_size_feed_forward: 0
+        conv_bias: true
+        conv_norm: none
+        corpus_normalize: 0
+        cross_attention_hidden_size: null
+        decoder_start_token_id: null
+        disable_last_norm: true
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_depths: 3-3-3-3-3-3-8
+        encoder_n_filters: 32
+        encoder_no_repeat_ngram_size: 0
+        encoder_ratios:
+            - 8
+            - 5
+            - 5
+            - 4
+            - 2
+            - 2
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        fix_std: 0
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        layer_scale_init_value: 1e-06
+        layernorm: RMSNorm
+        layernorm_elementwise_affine: true
+        layernorm_eps: 1e-05
+        length_penalty: 1
+        max_length: 20
+        min_length: 0
+        mixer_layer: depthwise_conv
+        model_type: vibevoice_semantic_tokenizer
+        no_repeat_ngram_size: 0
+        num_beam_groups: 1
+        num_beams: 1
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_mode: constant
+        pad_token_id: null
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        sep_token_id: null
+        std_dist_type: none
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+        vae_dim: 128
+        weight_init_value: 0.01
+semantic_vae_dim:
+    value: 128
+sep_token_id:
+    value: null
+skip_memory_metrics:
+    value: true
+suppress_tokens:
+    value: null
+task_specific_params:
+    value: null
+temperature:
+    value: 1
+tf_legacy_loss:
+    value: false
+tf32:
+    value: null
+tie_encoder_decoder:
+    value: false
+tie_word_embeddings:
+    value: true
+tokenizer_class:
+    value: null
+top_k:
+    value: 50
+top_p:
+    value: 1
+torch_compile:
+    value: false
+torch_compile_backend:
+    value: null
+torch_compile_mode:
+    value: null
+torch_dtype:
+    value: float16
+torch_empty_cache_steps:
+    value: null
+torchdynamo:
+    value: null
+torchscript:
+    value: false
+tp_size:
+    value: 0
+tpu_metrics_debug:
+    value: false
+tpu_num_cores:
+    value: null
+transformers_version:
+    value: 4.51.3
+typical_p:
+    value: 1
+use_bfloat16:
+    value: false
+use_cpu:
+    value: false
+use_ipex:
+    value: false
+use_legacy_prediction_loop:
+    value: false
+use_liger_kernel:
+    value: false
+use_mps_device:
+    value: false
+warmup_ratio:
+    value: 0.1
+warmup_steps:
+    value: 0
+weight_decay:
+    value: 0
diff --git a/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/output.log b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/output.log
new file mode 100644
index 0000000000000000000000000000000000000000..2f6db1d46d3f516fcde687cfddca561cddf02c58
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/output.log
@@ -0,0 +1,558 @@
+                            
+{'debug/num_tok_total': 145.0, 'debug/num_tok_loss': 39.0, 'debug/num_lat_total': 145.0, 'debug/num_lat_loss': 39.0, 'epoch': 0}
+{'train/ce_loss': 17.624103546142578, 'train/diffusion_loss': 0.7094717025756836, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 152.0, 'debug/num_tok_loss': 45.0, 'debug/num_lat_total': 152.0, 'debug/num_lat_loss': 45.0, 'epoch': 0}
+{'train/ce_loss': 18.688594818115234, 'train/diffusion_loss': 0.5714285373687744, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 85.0, 'debug/num_tok_loss': 34.0, 'debug/num_lat_total': 85.0, 'debug/num_lat_loss': 34.0, 'epoch': 0}
+{'train/ce_loss': 17.47560691833496, 'train/diffusion_loss': 0.5668375492095947, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 166.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 166.0, 'debug/num_lat_loss': 117.0, 'epoch': 0}
+{'train/ce_loss': 20.7196044921875, 'train/diffusion_loss': 0.6255993247032166, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 154.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 154.0, 'debug/num_lat_loss': 83.0, 'epoch': 0}
+{'train/ce_loss': 20.959171295166016, 'train/diffusion_loss': 0.6066958904266357, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 153.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 153.0, 'debug/num_lat_loss': 47.0, 'epoch': 0}
+{'train/ce_loss': 18.233762741088867, 'train/diffusion_loss': 0.5949330925941467, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 30.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 30.0, 'epoch': 0}
+{'train/ce_loss': 16.892210006713867, 'train/diffusion_loss': 0.6077481508255005, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 138.0, 'debug/num_tok_loss': 31.0, 'debug/num_lat_total': 138.0, 'debug/num_lat_loss': 31.0, 'epoch': 0}
+{'train/ce_loss': 16.396814346313477, 'train/diffusion_loss': 0.60689377784729, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 63.0, 'epoch': 0}
+{'train/ce_loss': 19.0556583404541, 'train/diffusion_loss': 0.5751490592956543, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 99.0, 'debug/num_tok_loss': 35.0, 'debug/num_lat_total': 99.0, 'debug/num_lat_loss': 35.0, 'epoch': 0}
+{'train/ce_loss': 17.942827224731445, 'train/diffusion_loss': 0.5633095502853394, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 81.0, 'epoch': 0}
+{'train/ce_loss': 20.29229164123535, 'train/diffusion_loss': 0.5666168928146362, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 117.0, 'debug/num_tok_loss': 11.0, 'debug/num_lat_total': 117.0, 'debug/num_lat_loss': 11.0, 'epoch': 0}
+{'train/ce_loss': 13.591137886047363, 'train/diffusion_loss': 0.4021272659301758, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.0}
+{'train/ce_loss': 21.090343475341797, 'train/diffusion_loss': 0.6082291007041931, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 148.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 148.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.0}
+{'train/ce_loss': 19.46612548828125, 'train/diffusion_loss': 0.6474497318267822, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 116.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 116.0, 'debug/num_lat_loss': 47.0, 'epoch': 0.0}
+{'train/ce_loss': 18.134809494018555, 'train/diffusion_loss': 0.6856439113616943, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 161.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 161.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.0}
+{'train/ce_loss': 20.820384979248047, 'train/diffusion_loss': 0.5715802311897278, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.0}
+{'train/ce_loss': 19.09589385986328, 'train/diffusion_loss': 0.5783407092094421, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 158.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 158.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.0}
+{'train/ce_loss': 20.06045150756836, 'train/diffusion_loss': 0.5878459215164185, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 180.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 180.0, 'debug/num_lat_loss': 73.0, 'epoch': 0.0}
+{'train/ce_loss': 20.345367431640625, 'train/diffusion_loss': 0.652065098285675, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 101.0, 'debug/num_tok_loss': 20.0, 'debug/num_lat_total': 101.0, 'debug/num_lat_loss': 20.0, 'epoch': 0.0}
+{'train/ce_loss': 15.036038398742676, 'train/diffusion_loss': 0.387031227350235, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.0}
+{'train/ce_loss': 20.343006134033203, 'train/diffusion_loss': 0.6079820394515991, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 149.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 149.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.0}
+{'train/ce_loss': 20.710960388183594, 'train/diffusion_loss': 0.5807090401649475, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 147.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 147.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.0}
+{'train/ce_loss': 19.858078002929688, 'train/diffusion_loss': 0.6235314011573792, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 134.0, 'debug/num_tok_loss': 27.0, 'debug/num_lat_total': 134.0, 'debug/num_lat_loss': 27.0, 'epoch': 0.0}
+{'train/ce_loss': 16.209667205810547, 'train/diffusion_loss': 0.5468798875808716, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 128.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 128.0, 'debug/num_lat_loss': 76.0, 'epoch': 0.01}
+{'train/ce_loss': 19.85587501525879, 'train/diffusion_loss': 0.6201486587524414, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 107.0, 'debug/num_tok_loss': 43.0, 'debug/num_lat_total': 107.0, 'debug/num_lat_loss': 43.0, 'epoch': 0.01}
+{'train/ce_loss': 19.119394302368164, 'train/diffusion_loss': 0.6161847710609436, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 98.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 98.0, 'debug/num_lat_loss': 47.0, 'epoch': 0.01}
+{'train/ce_loss': 16.98512840270996, 'train/diffusion_loss': 0.6135052442550659, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 115.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 115.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.01}
+{'train/ce_loss': 20.251426696777344, 'train/diffusion_loss': 0.6778286695480347, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 121.0, 'debug/num_tok_loss': 52.0, 'debug/num_lat_total': 121.0, 'debug/num_lat_loss': 52.0, 'epoch': 0.01}
+{'train/ce_loss': 19.211193084716797, 'train/diffusion_loss': 0.5722253918647766, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 19.677370071411133, 'train/diffusion_loss': 0.6380274295806885, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 168.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 168.0, 'debug/num_lat_loss': 61.0, 'epoch': 0.01}
+{'train/ce_loss': 19.51193618774414, 'train/diffusion_loss': 0.6553022861480713, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.01}
+{'train/ce_loss': 20.536746978759766, 'train/diffusion_loss': 0.6725964546203613, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 89.0, 'epoch': 0.01}
+{'train/ce_loss': 20.379037857055664, 'train/diffusion_loss': 0.6461488008499146, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 49.0, 'debug/num_tok_loss': 30.0, 'debug/num_lat_total': 49.0, 'debug/num_lat_loss': 30.0, 'epoch': 0.01}
+{'train/ce_loss': 16.79844856262207, 'train/diffusion_loss': 0.6155766248703003, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 182.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 182.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.01}
+{'train/ce_loss': 21.026275634765625, 'train/diffusion_loss': 0.5858950614929199, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 104.0, 'epoch': 0.01}
+{'train/ce_loss': 21.564098358154297, 'train/diffusion_loss': 0.641681969165802, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 114.0, 'debug/num_tok_loss': 65.0, 'debug/num_lat_total': 114.0, 'debug/num_lat_loss': 65.0, 'epoch': 0.01}
+{'train/ce_loss': 18.807844161987305, 'train/diffusion_loss': 0.6348744034767151, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 151.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 151.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.01}
+{'train/ce_loss': 19.74795150756836, 'train/diffusion_loss': 0.6446933150291443, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 138.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 138.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.01}
+{'train/ce_loss': 20.13687515258789, 'train/diffusion_loss': 0.5867917537689209, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 134.0, 'debug/num_tok_loss': 28.0, 'debug/num_lat_total': 134.0, 'debug/num_lat_loss': 28.0, 'epoch': 0.01}
+{'train/ce_loss': 16.64942741394043, 'train/diffusion_loss': 0.48928365111351013, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 166.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 166.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.01}
+{'train/ce_loss': 19.190689086914062, 'train/diffusion_loss': 0.5625889301300049, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 130.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 130.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.01}
+{'train/ce_loss': 19.898826599121094, 'train/diffusion_loss': 0.6222584247589111, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 162.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 162.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.01}
+{'train/ce_loss': 20.198333740234375, 'train/diffusion_loss': 0.5587427616119385, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 19.82209587097168, 'train/diffusion_loss': 0.6874608993530273, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 145.0, 'debug/num_tok_loss': 64.0, 'debug/num_lat_total': 145.0, 'debug/num_lat_loss': 64.0, 'epoch': 0.01}
+{'train/ce_loss': 19.807933807373047, 'train/diffusion_loss': 0.6290066242218018, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 162.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 162.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.01}
+{'train/ce_loss': 20.285276412963867, 'train/diffusion_loss': 0.6258421540260315, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.01}
+{'train/ce_loss': 18.537385940551758, 'train/diffusion_loss': 0.6116793751716614, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 143.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 143.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 20.56442642211914, 'train/diffusion_loss': 0.6365885138511658, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 86.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 86.0, 'debug/num_lat_loss': 67.0, 'epoch': 0.01}
+{'train/ce_loss': 19.567869186401367, 'train/diffusion_loss': 0.6358458995819092, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 83.0, 'debug/num_tok_loss': 32.0, 'debug/num_lat_total': 83.0, 'debug/num_lat_loss': 32.0, 'epoch': 0.01}
+{'train/ce_loss': 16.667713165283203, 'train/diffusion_loss': 0.5608019232749939, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 106.0, 'debug/num_tok_loss': 55.0, 'debug/num_lat_total': 106.0, 'debug/num_lat_loss': 55.0, 'epoch': 0.01}
+{'train/ce_loss': 18.44162368774414, 'train/diffusion_loss': 0.545034646987915, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 147.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 147.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.01}
+{'train/ce_loss': 19.91998863220215, 'train/diffusion_loss': 0.6026426553726196, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 135.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 135.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.01}
+{'train/ce_loss': 19.55213737487793, 'train/diffusion_loss': 0.5744384527206421, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 103.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 103.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.01}
+{'train/ce_loss': 18.771753311157227, 'train/diffusion_loss': 0.675837516784668, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 84.0, 'debug/num_tok_loss': 32.0, 'debug/num_lat_total': 84.0, 'debug/num_lat_loss': 32.0, 'epoch': 0.01}
+{'train/ce_loss': 16.766742706298828, 'train/diffusion_loss': 0.4784148931503296, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 144.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 144.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.01}
+{'train/ce_loss': 20.41745948791504, 'train/diffusion_loss': 0.6582262516021729, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 153.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 153.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 20.303739547729492, 'train/diffusion_loss': 0.581567108631134, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 184.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 184.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.01}
+{'train/ce_loss': 21.09649658203125, 'train/diffusion_loss': 0.6613467335700989, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 102.0, 'debug/num_tok_loss': 31.0, 'debug/num_lat_total': 102.0, 'debug/num_lat_loss': 31.0, 'epoch': 0.01}
+{'train/ce_loss': 17.368268966674805, 'train/diffusion_loss': 0.5023375749588013, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 124.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 124.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.01}
+{'train/ce_loss': 19.724924087524414, 'train/diffusion_loss': 0.5076279640197754, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 167.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 167.0, 'debug/num_lat_loss': 115.0, 'epoch': 0.02}
+{'train/ce_loss': 20.939071655273438, 'train/diffusion_loss': 0.6402233242988586, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 137.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 137.0, 'debug/num_lat_loss': 73.0, 'epoch': 0.02}
+{'train/ce_loss': 20.081600189208984, 'train/diffusion_loss': 0.7652465105056763, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 182.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 182.0, 'debug/num_lat_loss': 76.0, 'epoch': 0.02}
+{'train/ce_loss': 20.280378341674805, 'train/diffusion_loss': 0.6082424521446228, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 108.0, 'debug/num_tok_loss': 37.0, 'debug/num_lat_total': 108.0, 'debug/num_lat_loss': 37.0, 'epoch': 0.02}
+{'train/ce_loss': 17.90779685974121, 'train/diffusion_loss': 0.6051508784294128, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 189.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 189.0, 'debug/num_lat_loss': 82.0, 'epoch': 0.02}
+{'train/ce_loss': 20.55449867248535, 'train/diffusion_loss': 0.6229814291000366, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 104.0, 'debug/num_tok_loss': 40.0, 'debug/num_lat_total': 104.0, 'debug/num_lat_loss': 40.0, 'epoch': 0.02}
+{'train/ce_loss': 17.75387191772461, 'train/diffusion_loss': 0.6561646461486816, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 146.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 146.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.02}
+{'train/ce_loss': 20.21068000793457, 'train/diffusion_loss': 0.6563456654548645, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 189.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 189.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.02}
+{'train/ce_loss': 21.39984130859375, 'train/diffusion_loss': 0.6744173169136047, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 111.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 111.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.02}
+{'train/ce_loss': 18.44169044494629, 'train/diffusion_loss': 0.6293514370918274, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 117.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 117.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.02}
+{'train/ce_loss': 19.426002502441406, 'train/diffusion_loss': 0.6109452843666077, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 148.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 148.0, 'debug/num_lat_loss': 79.0, 'epoch': 0.02}
+{'train/ce_loss': 19.72512435913086, 'train/diffusion_loss': 0.665356457233429, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 79.0, 'epoch': 0.02}
+{'train/ce_loss': 20.49042510986328, 'train/diffusion_loss': 0.6193800568580627, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 125.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 125.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.02}
+{'train/ce_loss': 20.25029754638672, 'train/diffusion_loss': 0.6302565932273865, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 139.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 139.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.02}
+{'train/ce_loss': 20.205171585083008, 'train/diffusion_loss': 0.6446937918663025, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 116.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 116.0, 'debug/num_lat_loss': 47.0, 'epoch': 0.02}
+{'train/ce_loss': 18.700767517089844, 'train/diffusion_loss': 0.5093510150909424, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.02}
+{'train/ce_loss': 21.028060913085938, 'train/diffusion_loss': 0.650716245174408, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 85.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 85.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.02}
+{'train/ce_loss': 18.896345138549805, 'train/diffusion_loss': 0.703157901763916, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 134.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 134.0, 'debug/num_lat_loss': 115.0, 'epoch': 0.02}
+{'train/ce_loss': 20.166528701782227, 'train/diffusion_loss': 0.6639329791069031, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 63.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 63.0, 'debug/num_lat_loss': 44.0, 'epoch': 0.02}
+{'train/ce_loss': 17.95720863342285, 'train/diffusion_loss': 0.4961731433868408, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 103.0, 'epoch': 0.02}
+{'train/ce_loss': 21.164226531982422, 'train/diffusion_loss': 0.6625969409942627, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 139.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 139.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.02}
+{'train/ce_loss': 20.09592056274414, 'train/diffusion_loss': 0.5740203261375427, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 98.0, 'debug/num_tok_loss': 49.0, 'debug/num_lat_total': 98.0, 'debug/num_lat_loss': 49.0, 'epoch': 0.02}
+{'train/ce_loss': 18.307174682617188, 'train/diffusion_loss': 0.5731379389762878, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 137.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 137.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.02}
+{'train/ce_loss': 19.972871780395508, 'train/diffusion_loss': 0.6498357653617859, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 64.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 64.0, 'epoch': 0.02}
+{'train/ce_loss': 19.750192642211914, 'train/diffusion_loss': 0.6678406596183777, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 168.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 168.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.02}
+{'train/ce_loss': 21.003150939941406, 'train/diffusion_loss': 0.6708221435546875, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 107.0, 'debug/num_tok_loss': 38.0, 'debug/num_lat_total': 107.0, 'debug/num_lat_loss': 38.0, 'epoch': 0.02}
+{'train/ce_loss': 18.06692886352539, 'train/diffusion_loss': 0.5038706064224243, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 157.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 157.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.02}
+{'train/ce_loss': 18.723657608032227, 'train/diffusion_loss': 0.721290111541748, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 156.0, 'debug/num_tok_loss': 49.0, 'debug/num_lat_total': 156.0, 'debug/num_lat_loss': 49.0, 'epoch': 0.02}
+{'train/ce_loss': 18.34589958190918, 'train/diffusion_loss': 0.5500691533088684, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 139.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 139.0, 'debug/num_lat_loss': 87.0, 'epoch': 0.02}
+{'train/ce_loss': 20.208045959472656, 'train/diffusion_loss': 0.6484007239341736, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 97.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 97.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.02}
+{'train/ce_loss': 19.33632469177246, 'train/diffusion_loss': 0.6910350322723389, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 158.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 158.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.02}
+{'train/ce_loss': 18.855663299560547, 'train/diffusion_loss': 0.6219175457954407, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.02}
+{'train/ce_loss': 19.218856811523438, 'train/diffusion_loss': 0.6585834622383118, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 130.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 130.0, 'debug/num_lat_loss': 59.0, 'epoch': 0.02}
+{'train/ce_loss': 20.49312973022461, 'train/diffusion_loss': 0.6386563777923584, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 154.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 154.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.02}
+{'train/ce_loss': 20.62437629699707, 'train/diffusion_loss': 0.7400602698326111, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 141.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 141.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.02}
+{'train/ce_loss': 20.46222686767578, 'train/diffusion_loss': 0.6028913259506226, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 158.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 158.0, 'debug/num_lat_loss': 109.0, 'epoch': 0.02}
+{'train/ce_loss': 20.79239273071289, 'train/diffusion_loss': 0.6147456765174866, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 163.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 163.0, 'debug/num_lat_loss': 94.0, 'epoch': 0.03}
+{'train/ce_loss': 20.57509994506836, 'train/diffusion_loss': 0.7088994383811951, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 126.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 126.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.03}
+{'train/ce_loss': 18.446666717529297, 'train/diffusion_loss': 0.650718092918396, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.03}
+{'train/ce_loss': 20.59746742248535, 'train/diffusion_loss': 0.6431128978729248, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 144.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 144.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.03}
+{'train/ce_loss': 19.27339744567871, 'train/diffusion_loss': 0.5562569499015808, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 121.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 121.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.03}
+{'train/ce_loss': 19.60222053527832, 'train/diffusion_loss': 0.6408166885375977, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 164.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 164.0, 'debug/num_lat_loss': 93.0, 'epoch': 0.03}
+{'train/ce_loss': 20.80626678466797, 'train/diffusion_loss': 0.6117432713508606, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 109.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 109.0, 'debug/num_lat_loss': 58.0, 'epoch': 0.03}
+{'train/ce_loss': 19.13028907775879, 'train/diffusion_loss': 0.5879777073860168, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 95.0, 'debug/num_tok_loss': 24.0, 'debug/num_lat_total': 95.0, 'debug/num_lat_loss': 24.0, 'epoch': 0.03}
+{'train/ce_loss': 15.282405853271484, 'train/diffusion_loss': 0.5103256106376648, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 149.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 149.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.03}
+{'train/ce_loss': 20.381473541259766, 'train/diffusion_loss': 0.6809321641921997, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 26.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 26.0, 'epoch': 0.03}
+{'train/ce_loss': 17.394084930419922, 'train/diffusion_loss': 0.5014019012451172, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 164.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 164.0, 'debug/num_lat_loss': 83.0, 'epoch': 0.03}
+{'train/ce_loss': 20.71193504333496, 'train/diffusion_loss': 0.6959791779518127, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 93.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 93.0, 'debug/num_lat_loss': 44.0, 'epoch': 0.03}
+{'train/ce_loss': 17.373638153076172, 'train/diffusion_loss': 0.7014344334602356, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 57.0, 'debug/num_tok_loss': 38.0, 'debug/num_lat_total': 57.0, 'debug/num_lat_loss': 38.0, 'epoch': 0.03}
+{'train/ce_loss': 16.517501831054688, 'train/diffusion_loss': 0.5533789396286011, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 150.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 150.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.03}
+{'train/ce_loss': 20.071502685546875, 'train/diffusion_loss': 0.5635582208633423, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 172.0, 'debug/num_tok_loss': 65.0, 'debug/num_lat_total': 172.0, 'debug/num_lat_loss': 65.0, 'epoch': 0.03}
+{'train/ce_loss': 19.822772979736328, 'train/diffusion_loss': 0.5178290605545044, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.03}
+{'train/ce_loss': 19.776874542236328, 'train/diffusion_loss': 0.5555462837219238, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 104.0, 'debug/num_tok_loss': 52.0, 'debug/num_lat_total': 104.0, 'debug/num_lat_loss': 52.0, 'epoch': 0.03}
+{'train/ce_loss': 18.655250549316406, 'train/diffusion_loss': 0.6078395247459412, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 138.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 138.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.03}
+{'train/ce_loss': 19.897125244140625, 'train/diffusion_loss': 0.7147426009178162, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 83.0, 'debug/num_tok_loss': 34.0, 'debug/num_lat_total': 83.0, 'debug/num_lat_loss': 34.0, 'epoch': 0.03}
+{'train/ce_loss': 17.37364387512207, 'train/diffusion_loss': 0.4754306674003601, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 115.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 115.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.03}
+{'train/ce_loss': 19.600387573242188, 'train/diffusion_loss': 0.6061995029449463, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 141.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 141.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.03}
+{'train/ce_loss': 20.226604461669922, 'train/diffusion_loss': 0.6053200364112854, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 148.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 148.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.03}
+{'train/ce_loss': 20.443145751953125, 'train/diffusion_loss': 0.6950148940086365, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 104.0, 'debug/num_tok_loss': 40.0, 'debug/num_lat_total': 104.0, 'debug/num_lat_loss': 40.0, 'epoch': 0.03}
+{'train/ce_loss': 16.804990768432617, 'train/diffusion_loss': 0.6039783358573914, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 94.0, 'debug/num_tok_loss': 23.0, 'debug/num_lat_total': 94.0, 'debug/num_lat_loss': 23.0, 'epoch': 0.03}
+{'train/ce_loss': 16.26577377319336, 'train/diffusion_loss': 0.4927777945995331, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'loss': 267.3987, 'grad_norm': 567.91455078125, 'learning_rate': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 201.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 201.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.03}
+{'train/ce_loss': 20.88629722595215, 'train/diffusion_loss': 0.633046567440033, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 146.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 146.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.03}
+{'train/ce_loss': 20.44351577758789, 'train/diffusion_loss': 0.5981954336166382, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 62.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 62.0, 'epoch': 0.03}
+{'train/ce_loss': 19.56106185913086, 'train/diffusion_loss': 0.5868979096412659, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 121.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 121.0, 'debug/num_lat_loss': 50.0, 'epoch': 0.03}
+{'train/ce_loss': 18.193038940429688, 'train/diffusion_loss': 0.5588584542274475, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 184.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 184.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.03}
+{'train/ce_loss': 20.277347564697266, 'train/diffusion_loss': 0.6097756624221802, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 126.0, 'debug/num_tok_loss': 45.0, 'debug/num_lat_total': 126.0, 'debug/num_lat_loss': 45.0, 'epoch': 0.03}
+{'train/ce_loss': 18.841224670410156, 'train/diffusion_loss': 0.5998368859291077, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.03}
+{'train/ce_loss': 20.905258178710938, 'train/diffusion_loss': 0.6906164288520813, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 78.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 78.0, 'debug/num_lat_loss': 59.0, 'epoch': 0.03}
+{'train/ce_loss': 18.56374168395996, 'train/diffusion_loss': 0.7492324113845825, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 191.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 191.0, 'debug/num_lat_loss': 120.0, 'epoch': 0.03}
+{'train/ce_loss': 20.86470603942871, 'train/diffusion_loss': 0.6980457901954651, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 141.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 141.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.03}
+{'train/ce_loss': 20.217056274414062, 'train/diffusion_loss': 0.6739798188209534, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 98.0, 'debug/num_tok_loss': 27.0, 'debug/num_lat_total': 98.0, 'debug/num_lat_loss': 27.0, 'epoch': 0.03}
+{'train/ce_loss': 16.748903274536133, 'train/diffusion_loss': 0.4928033947944641, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 84.0, 'debug/num_tok_loss': 35.0, 'debug/num_lat_total': 84.0, 'debug/num_lat_loss': 35.0, 'epoch': 0.03}
+{'train/ce_loss': 16.73040199279785, 'train/diffusion_loss': 0.5736998319625854, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 167.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 167.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.04}
+{'train/ce_loss': 20.1654109954834, 'train/diffusion_loss': 0.6253719329833984, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 96.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 96.0, 'debug/num_lat_loss': 44.0, 'epoch': 0.04}
+{'train/ce_loss': 18.568599700927734, 'train/diffusion_loss': 0.6133934259414673, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 163.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 163.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.04}
+{'train/ce_loss': 20.573606491088867, 'train/diffusion_loss': 0.6844426393508911, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 89.0, 'debug/num_tok_loss': 40.0, 'debug/num_lat_total': 89.0, 'debug/num_lat_loss': 40.0, 'epoch': 0.04}
+{'train/ce_loss': 18.740985870361328, 'train/diffusion_loss': 0.6411295533180237, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 146.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 146.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.04}
+{'train/ce_loss': 19.96758460998535, 'train/diffusion_loss': 0.6180863380432129, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 124.0, 'debug/num_tok_loss': 43.0, 'debug/num_lat_total': 124.0, 'debug/num_lat_loss': 43.0, 'epoch': 0.04}
+{'train/ce_loss': 18.24755096435547, 'train/diffusion_loss': 0.5411134362220764, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.04}
+{'train/ce_loss': 20.655609130859375, 'train/diffusion_loss': 0.6678435802459717, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.04}
+{'train/ce_loss': 20.366064071655273, 'train/diffusion_loss': 0.5933130979537964, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.04}
+{'train/ce_loss': 21.18747901916504, 'train/diffusion_loss': 0.5763781070709229, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 191.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 191.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.04}
+{'train/ce_loss': 20.290218353271484, 'train/diffusion_loss': 0.5762882828712463, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 26.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 26.0, 'epoch': 0.04}
+{'train/ce_loss': 16.703577041625977, 'train/diffusion_loss': 0.5179185271263123, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.04}
+{'train/ce_loss': 20.94532585144043, 'train/diffusion_loss': 0.6893497705459595, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 100.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 100.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.04}
+{'train/ce_loss': 19.035293579101562, 'train/diffusion_loss': 0.6394315958023071, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 105.0, 'epoch': 0.04}
+{'train/ce_loss': 21.26852035522461, 'train/diffusion_loss': 0.7264164686203003, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 118.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 118.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.04}
+{'train/ce_loss': 19.37299346923828, 'train/diffusion_loss': 0.6143879890441895, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 164.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 164.0, 'debug/num_lat_loss': 58.0, 'epoch': 0.04}
+{'train/ce_loss': 19.468652725219727, 'train/diffusion_loss': 0.5936351418495178, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 105.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 105.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.04}
+{'train/ce_loss': 19.224863052368164, 'train/diffusion_loss': 0.6358407735824585, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 42.0, 'debug/num_tok_loss': 23.0, 'debug/num_lat_total': 42.0, 'debug/num_lat_loss': 23.0, 'epoch': 0.04}
+{'train/ce_loss': 14.811044692993164, 'train/diffusion_loss': 0.48437750339508057, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 143.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 143.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.04}
+{'train/ce_loss': 19.888538360595703, 'train/diffusion_loss': 0.5813890099525452, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.04}
+{'train/ce_loss': 18.725513458251953, 'train/diffusion_loss': 0.5101108551025391, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 59.0, 'epoch': 0.04}
+{'train/ce_loss': 18.798866271972656, 'train/diffusion_loss': 0.7045279145240784, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 170.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 170.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.04}
+{'train/ce_loss': 21.15802001953125, 'train/diffusion_loss': 0.5948197841644287, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 107.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 107.0, 'debug/num_lat_loss': 56.0, 'epoch': 0.04}
+{'train/ce_loss': 18.503070831298828, 'train/diffusion_loss': 0.5941833257675171, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 137.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 137.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.04}
+{'train/ce_loss': 19.879188537597656, 'train/diffusion_loss': 0.5642816424369812, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/content/VibeVoice-finetuning/src/finetune_vibevoice_lora0.py", line 984, in <module>
+    main()
+  File "/content/VibeVoice-finetuning/src/finetune_vibevoice_lora0.py", line 932, in main
+    trainer.train(resume_from_checkpoint=training_args.resume_from_checkpoint)
+  File "/usr/local/lib/python3.12/dist-packages/transformers/trainer.py", line 2245, in train
+    return inner_training_loop(
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/transformers/trainer.py", line 2560, in _inner_training_loop
+    tr_loss_step = self.training_step(model, inputs, num_items_in_batch)
+                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/transformers/trainer.py", line 3736, in training_step
+    loss = self.compute_loss(model, inputs, num_items_in_batch=num_items_in_batch)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/content/VibeVoice-finetuning/src/finetune_vibevoice_lora0.py", line 705, in compute_loss
+    outputs = model(
+              ^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1775, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1786, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/accelerate/utils/operations.py", line 819, in forward
+    return model_forward(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/accelerate/utils/operations.py", line 807, in __call__
+    return convert_to_fp32(self.model_forward(*args, **kwargs))
+                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/amp/autocast_mode.py", line 44, in decorate_autocast
+    return func(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^
+  File "/content/VibeVoice-finetuning/src/vibevoice/modular/modeling_vibevoice.py", line 393, in forward
+    outputs = self.model(
+              ^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1775, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1786, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/content/VibeVoice-finetuning/src/vibevoice/modular/modeling_vibevoice.py", line 187, in forward
+    outputs = self.language_model(
+              ^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1775, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1786, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/peft/peft_model.py", line 1073, in forward
+    return self.base_model(
+           ^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1775, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1786, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/peft/tuners/tuners_utils.py", line 103, in forward
+    return self.model.forward(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 965, in wrapper
+    output = func(self, *args, **kwargs)
+             ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen2/modeling_qwen2.py", line 549, in forward
+    layer_outputs = decoder_layer(
+                    ^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1775, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1786, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen2/modeling_qwen2.py", line 277, in forward
+    hidden_states = self.post_attention_layernorm(hidden_states)
+                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1775, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1786, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen2/modeling_qwen2.py", line 225, in forward
+    return self.weight * hidden_states.to(input_dtype)
+                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+KeyboardInterrupt
diff --git a/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/requirements.txt b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2978c96caaca9f204690d18885e5adee315acb6
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/requirements.txt
@@ -0,0 +1,752 @@
+setuptools==75.2.0
+types-setuptools==80.10.0.20260124
+pip==24.1.2
+requirements-parser==0.9.0
+cfgv==3.5.0
+s3tokenizer==0.3.0
+datasets==2.21.0
+onnx==1.20.1
+filelock==3.24.2
+vibevoice-finetuning==0.1.0
+fsspec==2024.6.1
+identify==2.6.16
+conformer==0.3.2
+safetensors==0.5.3
+diffusers==0.29.0
+huggingface_hub==0.36.2
+nodeenv==1.10.0
+virtualenv==20.37.0
+pre_commit==4.5.1
+distlib==0.4.0
+tokenizers==0.21.4
+peft==0.7.1
+resampy==0.4.3
+numpy==1.26.4
+resemble-perth==1.0.1
+transformers==4.51.3
+google-colab==1.0.0
+patsy==1.0.2
+aiofiles==24.1.0
+tensorflow-text==2.19.0
+tensorflow-hub==0.16.1
+google-cloud-dataproc==5.24.0
+jsonpickle==4.1.1
+numba-cuda==0.19.2
+treelite==4.4.1
+ucxx-cu12==0.46.0
+opencv-contrib-python==4.13.0.92
+jupyter_server_terminals==0.5.4
+astropy-iers-data==0.2026.2.9.0.50.33
+geemap==0.35.3
+pyshp==3.0.3
+rpy2==3.5.17
+pickleshare==0.7.5
+numexpr==2.14.1
+html5lib==1.1
+music21==9.9.1
+notebook==6.5.7
+ipython==7.34.0
+nvidia-cusparse-cu12==12.5.8.93
+python-utils==3.9.1
+nest-asyncio==1.6.0
+pytz==2025.2
+sphinxcontrib-qthelp==2.0.0
+cuda-toolkit==12.9.1
+google==3.0.0
+PySocks==1.7.1
+tiktoken==0.12.0
+python-json-logger==4.0.0
+backcall==0.2.0
+wordcloud==1.9.6
+google-api-python-client==2.190.0
+ibis-framework==9.5.0
+astunparse==1.6.3
+tomlkit==0.13.3
+jupytext==1.19.1
+opentelemetry-exporter-otlp-proto-common==1.38.0
+pydotplus==2.0.2
+tinycss2==1.4.0
+SecretStorage==3.5.0
+toml==0.10.2
+oauthlib==3.3.1
+markdown-it-py==4.0.0
+highspy==1.13.1
+ormsgpack==1.12.2
+matplotlib-venn==1.1.2
+torchaudio==2.9.0+cu128
+certifi==2026.1.4
+pydub==0.25.1
+joblib==1.5.3
+keyrings.google-artifactregistry-auth==1.1.2
+wandb==0.24.2
+dask==2025.9.1
+grpc-google-iam-v1==0.14.3
+mkl==2025.3.1
+tsfresh==0.21.1
+chardet==5.2.0
+shellingham==1.5.4
+stanio==0.5.1
+tzlocal==5.3.1
+google-pasta==0.2.0
+psutil==5.9.5
+editdistance==0.8.1
+pyspark==4.0.2
+multidict==6.7.1
+cupy-cuda12x==13.6.0
+Werkzeug==3.1.5
+ipykernel==6.17.1
+networkx==3.6.1
+google-cloud-datastore==2.23.0
+typer==0.23.0
+natsort==8.4.0
+tensorflow_decision_forests==1.12.0
+db-dtypes==1.5.0
+fastapi==0.129.0
+python-slugify==8.0.4
+plotnine==0.14.5
+tensorflow-metadata==1.17.3
+mlxtend==0.23.4
+segregation==2.5.3
+tblib==3.2.2
+namex==0.1.0
+google-cloud-trace==1.18.0
+pyasn1==0.6.2
+antlr4-python3-runtime==4.9.3
+keyring==25.7.0
+soupsieve==2.8.3
+lxml==6.0.2
+cramjam==2.11.0
+mgwr==2.2.1
+fastcore==1.12.13
+click-plugins==1.1.1.2
+immutabledict==4.3.0
+tensorflow-probability==0.25.0
+imbalanced-learn==0.14.1
+nvidia-cuda-nvcc-cu12==12.5.82
+gym==0.25.2
+jiter==0.13.0
+click==8.3.1
+simsimd==6.5.12
+hpack==4.1.0
+pointpats==2.5.2
+snowballstemmer==3.0.1
+frozendict==2.4.7
+textblob==0.19.0
+rsa==4.9.1
+pyerfa==2.0.1.5
+ffmpy==1.0.0
+fastjsonschema==2.21.2
+flatbuffers==25.12.19
+colour==0.1.5
+optax==0.2.7
+hyperopt==0.2.7
+fqdn==1.5.1
+google-cloud-audit-log==0.4.0
+langsmith==0.7.1
+pyviz_comms==3.0.6
+widgetsnbextension==3.6.10
+fastrlock==0.8.3
+rasterstats==0.20.0
+google-cloud-core==2.5.0
+entrypoints==0.4
+giddy==2.3.8
+nvidia-curand-cu12==10.3.9.90
+langgraph==1.0.8
+smart_open==7.5.0
+h11==0.16.0
+clarabel==0.11.1
+psycopg2==2.9.11
+splot==1.1.7
+nvidia-nvtx-cu12==12.8.90
+jax-cuda12-pjrt==0.7.2
+multipledispatch==1.0.0
+parsy==2.2
+polars==1.31.0
+pylibcudf-cu12==25.10.0
+jsonschema==4.26.0
+gitdb==4.0.12
+wasabi==1.1.3
+dask-cudf-cu12==25.10.0
+requests-toolbelt==1.0.0
+ratelim==0.1.6
+tqdm==4.67.3
+google-cloud-logging==3.13.0
+pyasn1_modules==0.4.2
+google-auth-oauthlib==1.2.4
+cvxopt==1.3.2
+propcache==0.4.1
+opentelemetry-exporter-gcp-monitoring==1.11.0a0
+catalogue==2.0.10
+missingno==0.5.2
+libcugraph-cu12==25.10.1
+aiosqlite==0.22.1
+soundfile==0.13.1
+psygnal==0.15.1
+python-fasthtml==0.12.41
+opentelemetry-exporter-otlp-proto-http==1.38.0
+google-cloud-storage==3.9.0
+attrs==25.4.0
+xarray==2025.12.0
+ipyevents==2.0.4
+pandas-gbq==0.30.0
+dataproc-spark-connect==1.0.2
+multiprocess==0.70.16
+sniffio==1.3.1
+isoduration==20.11.0
+geopandas==1.1.2
+mistune==3.2.0
+httpcore==1.0.9
+gspread==6.2.1
+holoviews==1.22.1
+portpicker==1.5.2
+libclang==18.1.1
+pyproj==3.7.2
+atpublic==5.1
+linkify-it-py==2.0.3
+uvloop==0.22.1
+nibabel==5.3.3
+fiona==1.10.1
+colorcet==3.1.0
+aiohttp==3.13.3
+idna==3.11
+rapids-logger==0.1.19
+access==1.1.10.post3
+babel==2.18.0
+cryptography==43.0.3
+duckdb==1.3.2
+annotated-types==0.7.0
+fastlite==0.2.4
+omegaconf==2.3.0
+typer-slim==0.23.0
+jaraco.context==6.1.0
+spacy-loggers==1.0.5
+parso==0.8.6
+httpx-sse==0.4.3
+protobuf==5.29.6
+cuda-python==12.9.5
+Jinja2==3.1.6
+sphinxcontrib-jsmath==1.0.1
+umf==1.0.3
+momepy==0.11.0
+python-box==7.3.2
+cons==0.4.7
+earthengine-api==1.5.24
+blosc2==4.0.0
+tenacity==9.1.4
+xyzservices==2025.11.0
+rmm-cu12==25.10.0
+python-dotenv==1.2.1
+cuda-pathfinder==1.3.4
+spanner-graph-notebook==1.1.8
+opentelemetry-semantic-conventions==0.59b0
+docstring_parser==0.17.0
+toolz==0.12.1
+graphviz==0.21
+sqlglot==25.20.2
+xarray-einstats==0.9.1
+nvidia-cudnn-cu12==9.10.2.21
+debugpy==1.8.15
+folium==0.20.0
+nvtx==0.2.14
+cycler==0.12.1
+simplejson==3.20.2
+PyJWT==2.11.0
+nltk==3.9.1
+rapids-dask-dependency==25.10.0
+langchain-core==1.2.12
+multitasking==0.0.12
+gradio_client==1.14.0
+pydata-google-auth==1.9.1
+Bottleneck==1.4.2
+libraft-cu12==25.10.0
+blinker==1.9.0
+einops==0.8.2
+scs==3.2.11
+grpc-interceptor==0.15.4
+google-adk==1.25.0
+autograd==1.8.0
+libkvikio-cu12==25.10.0
+simple-parsing==0.1.8
+spacy==3.8.11
+pycairo==1.29.0
+groovy==0.1.2
+ipyfilechooser==0.6.0
+keras-hub==0.21.1
+astropy==7.2.0
+alabaster==1.0.0
+apswutils==0.1.2
+watchdog==6.0.0
+etils==1.13.0
+geocoder==1.38.1
+google-cloud-speech==2.36.1
+opentelemetry-proto==1.38.0
+tifffile==2026.1.28
+sklearn-compat==0.1.5
+stringzilla==4.6.0
+dopamine_rl==4.1.2
+pycparser==3.0
+notebook_shim==0.2.4
+spacy-legacy==3.0.12
+triton==3.5.0
+gym-notices==0.1.0
+google-auth==2.47.0
+xxhash==3.6.0
+narwhals==2.16.0
+curl_cffi==0.14.0
+ndindex==1.10.1
+jieba==0.42.1
+opentelemetry-exporter-gcp-trace==1.11.0
+safehttpx==0.1.7
+openai==2.20.0
+orbax-checkpoint==0.11.32
+arviz==0.22.0
+brotli==1.2.0
+keras-nlp==0.21.1
+pluggy==1.6.0
+firebase-admin==6.9.0
+rfc3987-syntax==1.1.0
+matplotlib-inline==0.2.1
+terminado==0.18.1
+kagglehub==0.3.13
+smmap==5.0.2
+grpcio==1.78.0
+etuples==0.3.10
+grpcio-status==1.71.2
+requests-oauthlib==2.0.0
+pycryptodomex==3.23.0
+google-cloud-translate==3.24.0
+nvidia-ml-py==13.590.48
+apsw==3.51.2.0
+Cython==3.0.12
+shap==0.50.0
+nvidia-cuda-nvrtc-cu12==12.8.93
+httplib2==0.31.2
+PyOpenGL==3.1.10
+weasel==0.4.3
+google-genai==1.63.0
+charset-normalizer==3.4.4
+cachetools==7.0.1
+librosa==0.11.0
+cuml-cu12==25.10.0
+orjson==3.11.7
+panel==1.8.7
+langgraph-sdk==0.3.5
+alembic==1.18.4
+Authlib==1.6.7
+hf-xet==1.2.0
+librmm-cu12==25.10.0
+itsdangerous==2.2.0
+seaborn==0.13.2
+tensorstore==0.1.81
+PyDrive2==1.21.3
+future==1.0.0
+regex==2025.11.3
+tf_keras==2.19.0
+opentelemetry-resourcedetector-gcp==1.11.0a0
+lightgbm==4.6.0
+webencodings==0.5.1
+pydantic==2.12.3
+nvidia-cuda-cupti-cu12==12.8.90
+ipytree==0.2.2
+Markdown==3.10.2
+proglog==0.1.12
+python-snappy==0.7.3
+torchdata==0.11.0
+libucx-cu12==1.19.0
+jsonpointer==3.0.0
+annotated-doc==0.0.4
+prettytable==3.17.0
+opencv-python-headless==4.13.0.92
+sphinxcontrib-htmlhelp==2.1.0
+torchcodec==0.8.0+cu128
+en_core_web_sm==3.8.0
+matplotlib==3.10.0
+raft-dask-cu12==25.10.0
+cloudpathlib==0.23.0
+google-cloud-bigquery-storage==2.36.1
+typing-inspection==0.4.2
+google-resumable-media==2.8.0
+branca==0.8.2
+tbb==2022.3.1
+lazy_loader==0.4
+pandas-stubs==2.2.2.240909
+Send2Trash==2.1.0
+bqplot==0.12.45
+pysal==25.7
+nvidia-cufile-cu12==1.13.1.3
+mapclassify==2.10.0
+prometheus_client==0.24.1
+pynndescent==0.6.0
+types-pytz==2025.2.0.20251108
+humanize==4.15.0
+timm==1.0.24
+jeepney==0.9.0
+tf-slim==1.1.0
+google-cloud-secret-manager==2.26.0
+jupyter-leaflet==0.20.0
+sympy==1.14.0
+sentencepiece==0.2.1
+pillow==11.3.0
+ale-py==0.11.2
+pylibraft-cu12==25.10.0
+py4j==0.10.9.9
+wcwidth==0.6.0
+h5py==3.15.1
+distributed==2025.9.1
+nvidia-cublas-cu12==12.8.4.1
+spint==1.0.7
+wrapt==2.1.1
+numba==0.60.0
+gymnasium==1.2.3
+httpimport==1.4.1
+google-cloud-iam==2.21.0
+pandocfilters==1.5.1
+inflect==7.5.0
+sentence-transformers==5.2.2
+mdurl==0.1.2
+spglm==1.1.0
+ipython-sql==0.5.0
+google-api-core==2.29.0
+kaggle==1.7.4.5
+cufflinks==0.17.3
+nx-cugraph-cu12==25.10.0
+jaraco.functools==4.4.0
+vega-datasets==0.9.0
+pygame==2.6.1
+pandas-datareader==0.10.0
+progressbar2==4.5.0
+pydot==4.0.1
+aiohappyeyeballs==2.6.1
+uri-template==1.3.0
+ptyprocess==0.7.0
+msgpack==1.1.2
+pyOpenSSL==24.2.1
+easydict==1.13
+distributed-ucxx-cu12==0.46.0
+jax-cuda12-plugin==0.7.2
+ipywidgets==7.7.1
+opentelemetry-exporter-gcp-logging==1.11.0a0
+opencv-python==4.13.0.92
+dm-tree==0.1.9
+greenlet==3.3.1
+nvidia-cufft-cu12==11.3.3.83
+fasttransform==0.0.2
+pylibcugraph-cu12==25.10.1
+iniconfig==2.3.0
+jsonpatch==1.33
+libucxx-cu12==0.46.0
+aiosignal==1.4.0
+jupyter_server==2.14.0
+scikit-image==0.25.2
+arrow==1.4.0
+rich==13.9.4
+dill==0.3.8
+referencing==0.37.0
+hyperframe==6.1.0
+contourpy==1.3.3
+ydf==0.15.0
+logical-unification==0.4.7
+CacheControl==0.14.4
+openpyxl==3.1.5
+google-cloud-bigquery==3.40.1
+rfc3339-validator==0.1.4
+opt_einsum==3.4.0
+SQLAlchemy==2.0.46
+nvidia-cusolver-cu12==11.7.3.90
+PyYAML==6.0.3
+google-crc32c==1.8.0
+uuid_utils==0.14.0
+plum-dispatch==2.6.1
+locket==1.0.0
+sphinxcontrib-devhelp==2.0.0
+bleach==6.3.0
+yarl==1.22.0
+webcolors==25.10.0
+httpx==0.28.1
+jupyter_client==7.4.9
+gradio==5.50.0
+zipp==3.23.0
+miniKanren==1.0.5
+pooch==1.9.0
+intel-openmp==2025.3.2
+gdown==5.2.1
+langgraph-checkpoint==4.0.0
+zict==3.0.0
+prophet==1.3.0
+google-cloud-spanner==3.62.0
+torchao==0.10.0
+kiwisolver==1.4.9
+importlib_metadata==8.7.1
+googledrivedownloader==1.1.0
+termcolor==3.3.0
+cmdstanpy==1.3.0
+torchtune==0.6.1
+keras==3.10.0
+ml_dtypes==0.5.4
+plotly==5.24.1
+docutils==0.21.2
+google-cloud-appengine-logging==1.8.0
+google-cloud-aiplatform==1.137.0
+anywidget==0.9.21
+Farama-Notifications==0.0.4
+tensorflow-datasets==4.9.9
+uc-micro-py==1.0.3
+defusedxml==0.7.1
+tzdata==2025.3
+more-itertools==10.8.0
+tensorboard==2.19.0
+imutils==0.5.4
+cffi==2.0.0
+importlib_resources==6.5.2
+google-cloud-monitoring==2.29.1
+sse-starlette==3.2.0
+tweepy==4.16.0
+platformdirs==4.6.0
+google-ai-generativelanguage==0.6.15
+pycocotools==2.0.11
+ruff==0.15.0
+nbclient==0.10.4
+statsmodels==0.14.6
+slicer==0.0.8
+websockets==15.0.1
+pygit2==1.19.1
+python-louvain==0.16
+dask-cuda==25.10.0
+jax==0.7.2
+mizani==0.13.5
+stumpy==1.13.0
+text-unidecode==1.3
+yellowbrick==1.5
+jupyter_kernel_gateway==2.5.2
+xlrd==2.0.2
+proto-plus==1.27.1
+nvidia-nccl-cu12==2.27.5
+preshed==3.0.12
+sphinxcontrib-serializinghtml==2.0.0
+oauth2client==4.1.3
+decorator==4.4.2
+soxr==1.0.0
+mmh3==5.2.0
+imageio-ffmpeg==0.6.0
+GDAL==3.8.4
+gspread-dataframe==4.0.0
+pydantic-settings==2.12.0
+traittypes==0.2.3
+albumentations==2.0.8
+yfinance==0.2.66
+py-cpuinfo==9.0.0
+watchfiles==1.1.1
+tobler==0.13.0
+pytensor==2.37.0
+jupyter-console==6.6.3
+promise==2.3
+bokeh==3.7.3
+nvidia-cuda-runtime-cu12==12.8.90
+nvidia-cusparselt-cu12==0.7.1
+pydantic_core==2.41.4
+rasterio==1.5.0
+imagesize==1.4.1
+mcp==1.26.0
+betterproto==2.0.0b6
+flax==0.11.2
+fastai==2.8.6
+gin-config==0.5.0
+argon2-cffi-bindings==25.1.0
+bigframes==2.33.0
+googleapis-common-protos==1.72.0
+spaghetti==1.7.6
+inequality==1.1.2
+tensorboard-data-server==0.7.2
+ipython-genutils==0.2.0
+pytest==8.4.2
+PuLP==3.3.0
+cmake==3.31.10
+uritemplate==4.2.0
+treescope==0.1.10
+ImageIO==2.37.2
+eerepr==0.1.2
+zstandard==0.25.0
+google-cloud-pubsub==2.35.0
+anyio==4.12.1
+google-cloud-language==2.19.0
+sqlparse==0.5.5
+google-cloud-bigtable==2.35.0
+grpclib==0.4.9
+altair==5.5.0
+roman-numerals==4.1.0
+typing_extensions==4.15.0
+prompt_toolkit==3.0.52
+google-auth-httplib2==0.3.0
+srsly==2.5.2
+intel-cmplr-lib-ur==2025.3.2
+six==1.17.0
+pymc==5.27.1
+nvidia-cuda-cccl-cu12==12.9.27
+jupyter-events==0.12.0
+rtree==1.4.1
+pyogrio==0.12.1
+cymem==2.0.13
+fastdownload==0.0.7
+audioread==3.1.0
+sortedcontainers==2.4.0
+esda==2.8.1
+pexpect==4.9.0
+rfc3986-validator==0.1.1
+wurlitzer==3.1.1
+sentry-sdk==2.52.0
+uvicorn==0.40.0
+fonttools==4.61.1
+PyWavelets==1.9.0
+param==2.3.2
+langchain==1.2.10
+nbformat==5.10.4
+geopy==2.4.1
+blobfile==3.2.0
+google-cloud-discoveryengine==0.13.12
+jaraco.classes==3.4.0
+beartype==0.22.9
+tables==3.10.2
+mdit-py-plugins==0.5.0
+wheel==0.46.3
+osqp==1.1.1
+holidays==0.90
+opentelemetry-api==1.38.0
+et_xmlfile==2.0.0
+torchsummary==1.5.1
+cuda-bindings==12.9.5
+semantic-version==2.10.0
+overrides==7.7.0
+spopt==0.7.0
+h5netcdf==1.8.1
+torchvision==0.24.0+cu128
+google-generativeai==0.8.6
+threadpoolctl==3.6.0
+umap-learn==0.5.11
+libpysal==4.14.1
+starlette==0.52.1
+jaxlib==0.7.2
+dlib==19.24.6
+jupyterlab_widgets==3.0.16
+httptools==0.7.1
+peewee==3.19.0
+urllib3==2.5.0
+pyzmq==26.2.1
+pyarrow==18.1.0
+colorlover==0.3.0
+ipyparallel==8.8.0
+roman-numerals-py==4.1.0
+Sphinx==8.2.3
+python-dateutil==2.9.0.post0
+google-cloud-bigquery-connection==1.20.0
+jsonschema-specifications==2025.9.1
+typeguard==4.4.4
+tensorflow==2.19.0
+cudf-polars-cu12==25.10.0
+cyipopt==1.5.0
+xgboost==3.2.0
+llvmlite==0.43.0
+fastprogress==1.1.3
+partd==1.4.2
+gast==0.7.0
+ipyleaflet==0.20.0
+scooby==0.11.0
+nvidia-nvshmem-cu12==3.3.20
+langgraph-prebuilt==1.0.7
+shapely==2.1.2
+mpmath==1.3.0
+nbconvert==7.17.0
+pyperclip==1.11.0
+glob2==0.7
+python-multipart==0.0.22
+optree==0.18.0
+nbclassic==1.3.3
+traitlets==5.7.1
+geographiclib==2.1
+beautifulsoup4==4.13.5
+moviepy==1.0.3
+hdbscan==0.8.41
+Flask==3.1.2
+jupyter_core==5.9.1
+nvidia-nvjitlink-cu12==12.8.93
+GitPython==3.1.46
+argon2-cffi==25.1.0
+MarkupSafe==3.0.3
+spreg==1.8.5
+quantecon==0.10.1
+cloudpickle==3.1.2
+Pygments==2.19.2
+torch==2.9.0+cu128
+google-cloud-resource-manager==1.16.0
+pyomo==6.9.5
+affine==2.4.0
+ply==3.11
+scipy==1.16.3
+accelerate==1.12.0
+cudf-cu12==25.10.0
+gcsfs==2025.3.0
+blis==1.3.3
+frozenlist==1.8.0
+scikit-learn==1.6.1
+community==1.0.0b1
+google-cloud-firestore==2.23.0
+deprecation==2.1.0
+rpds-py==0.30.0
+Mako==1.3.10
+absl-py==1.4.0
+array_record==0.8.3
+opentelemetry-sdk==1.38.0
+packaging==26.0
+onemkl-license==2025.3.1
+tabulate==0.9.0
+cvxpy==1.6.7
+libcuml-cu12==25.10.0
+google-cloud-functions==1.22.0
+h2==4.3.0
+murmurhash==1.0.15
+lark==1.3.1
+PyGObject==3.48.2
+thinc==8.3.10
+grain==0.2.15
+sklearn-pandas==2.2.0
+pandas==2.2.2
+jupyterlab_pygments==0.3.0
+websocket-client==1.9.0
+sphinxcontrib-applehelp==2.0.0
+albucore==0.0.24
+tcmlib==1.4.1
+tornado==6.5.1
+pyparsing==3.3.2
+confection==0.1.5
+cuda-core==0.3.2
+requests==2.32.4
+sqlalchemy-spanner==1.17.2
+cligj==0.7.2
+distro==1.9.0
+bigquery-magics==0.12.0
+libcudf-cu12==25.10.0
+python-apt==0.0.0
+vibevoice-finetuning==0.1.0
+httplib2==0.20.2
+cryptography==3.4.8
+distro==1.7.0
+PyJWT==2.3.0
+blinker==1.4
+six==1.16.0
+jeepney==0.7.1
+pyparsing==2.4.7
+python-apt==2.4.0+ubuntu4.1
+more-itertools==8.10.0
+oauthlib==3.2.0
+SecretStorage==3.3.1
+importlib-metadata==4.6.4
+launchpadlib==1.10.16
+lazr.uri==1.0.6
+zipp==1.0.0
+keyring==23.5.0
+dbus-python==1.2.18
+PyGObject==3.42.1
+lazr.restfulclient==0.14.4
+wadllib==1.3.6
+Markdown==3.3.6
+MarkupSafe==2.0.1
+Mako==1.1.3
diff --git a/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/wandb-metadata.json b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/wandb-metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..875ddaf4c718f7514d850f53388d6440d19d3bb5
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/wandb-metadata.json
@@ -0,0 +1,98 @@
+{
+  "os": "Linux-6.6.105+-x86_64-with-glibc2.35",
+  "python": "CPython 3.12.12",
+  "startedAt": "2026-02-18T14:25:00.937955Z",
+  "args": [
+    "--model_name_or_path",
+    "microsoft/VibeVoice-1.5B",
+    "--processor_name_or_path",
+    "vibevoice/processor",
+    "--text_column_name",
+    "text",
+    "--audio_column_name",
+    "audio",
+    "--voice_prompts_column_name",
+    "voice_prompts",
+    "--output_dir",
+    "/content/",
+    "--per_device_train_batch_size",
+    "1",
+    "--gradient_accumulation_steps",
+    "12",
+    "--learning_rate",
+    "5e-5",
+    "--num_train_epochs",
+    "10",
+    "--logging_steps",
+    "10",
+    "--save_steps",
+    "60",
+    "--eval_steps",
+    "80",
+    "--report_to",
+    "wandb",
+    "--lora_r",
+    "32",
+    "--lora_alpha",
+    "64",
+    "--remove_unused_columns",
+    "False",
+    "--fp16",
+    "True",
+    "--do_train",
+    "--gradient_clipping",
+    "--gradient_checkpointing",
+    "False",
+    "--ddpm_batch_mul",
+    "1",
+    "--diffusion_loss_weight",
+    "1.8",
+    "--train_diffusion_head",
+    "True",
+    "--ce_loss_weight",
+    "1.1",
+    "--voice_prompt_drop_rate",
+    "0.35",
+    "--lora_target_modules",
+    "q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
+    "--lr_scheduler_type",
+    "cosine",
+    "--warmup_ratio",
+    "0.1",
+    "--max_grad_norm",
+    "0.6"
+  ],
+  "program": "-m src.finetune_vibevoice_lora0",
+  "git": {
+    "remote": "https://github.com/voicepowered-ai/VibeVoice-finetuning.git",
+    "commit": "f74368637dd67fc3895d9f81365c50e65ae0641c"
+  },
+  "email": "aralien0907@gmail.com",
+  "root": "/content/VibeVoice-finetuning",
+  "host": "d690d73e974e",
+  "executable": "/usr/bin/python3",
+  "cpu_count": 1,
+  "cpu_count_logical": 2,
+  "gpu": "Tesla T4",
+  "gpu_count": 1,
+  "disk": {
+    "/": {
+      "total": "120942624768",
+      "used": "58460594176"
+    }
+  },
+  "memory": {
+    "total": "13605851136"
+  },
+  "gpu_nvidia": [
+    {
+      "name": "Tesla T4",
+      "memoryTotal": "16106127360",
+      "cudaCores": 2560,
+      "architecture": "Turing",
+      "uuid": "GPU-7e69ea04-764f-97d5-5a16-fe87280f30f7"
+    }
+  ],
+  "cudaVersion": "13.0",
+  "writerId": "k6l1ner32njng4qwpewn53uqxrr8kl0l"
+}
\ No newline at end of file
diff --git a/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/wandb-summary.json b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/wandb-summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..934cafdd7520108ce95cec5136c6837438739acd
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/files/wandb-summary.json
@@ -0,0 +1 @@
+{"train/global_step":12,"_timestamp":1.7714249354372144e+09,"train/train/ce_loss":19.879188537597656,"train/grad_norm":567.91455078125,"train/debug/num_lat_total":137,"_step":468,"train/learning_rate":1.0000000000000002e-06,"train/debug/num_tok_total":137,"_runtime":542,"train/debug/num_lat_loss":66,"train/loss":267.3987,"train/debug/num_tok_loss":66,"_wandb":{"runtime":542},"train/train/learning_rate_real":1.5e-06,"train/epoch":0.04,"train/train/diffusion_loss":0.5642816424369812}
\ No newline at end of file
diff --git a/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/logs/debug-core.log b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/logs/debug-core.log
new file mode 100644
index 0000000000000000000000000000000000000000..cf463c64f107617773b0bdcfd13f4c08fa8b94e2
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/logs/debug-core.log
@@ -0,0 +1,15 @@
+{"time":"2026-02-18T14:25:01.86002582Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmpqljs81it/port-2268.txt","pid":2268,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
+{"time":"2026-02-18T14:25:01.864768507Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":2268}
+{"time":"2026-02-18T14:25:01.864750122Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/wandb-2268-2677-307263651/socket","Net":"unix"}}
+{"time":"2026-02-18T14:25:01.920416079Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
+{"time":"2026-02-18T14:25:01.935318463Z","level":"INFO","msg":"handleInformInit: received","streamId":"puguclmi","id":"1(@)"}
+{"time":"2026-02-18T14:25:02.161418585Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"puguclmi","id":"1(@)"}
+{"time":"2026-02-18T14:25:09.391324266Z","level":"INFO","msg":"connection: cancelling request","id":"1(@)","requestId":"jx5tc91nhxca"}
+{"time":"2026-02-18T14:34:04.753622385Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"1(@)"}
+{"time":"2026-02-18T14:34:04.758418013Z","level":"INFO","msg":"connection: closing","id":"1(@)"}
+{"time":"2026-02-18T14:34:04.761096811Z","level":"INFO","msg":"connection: closed successfully","id":"1(@)"}
+{"time":"2026-02-18T14:34:04.761119877Z","level":"INFO","msg":"server is shutting down"}
+{"time":"2026-02-18T14:34:04.768553895Z","level":"INFO","msg":"server: listener closed","addr":{"Name":"/tmp/wandb-2268-2677-307263651/socket","Net":"unix"}}
+{"time":"2026-02-18T14:34:05.376464212Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"1(@)"}
+{"time":"2026-02-18T14:34:05.376511206Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"1(@)"}
+{"time":"2026-02-18T14:34:05.376536813Z","level":"INFO","msg":"server is closed"}
diff --git a/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/logs/debug-internal.log b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/logs/debug-internal.log
new file mode 100644
index 0000000000000000000000000000000000000000..82264bbfcd731291600d375071b18e2df738b9ea
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/logs/debug-internal.log
@@ -0,0 +1,11 @@
+{"time":"2026-02-18T14:25:01.935517233Z","level":"INFO","msg":"stream: starting","core version":"0.24.2"}
+{"time":"2026-02-18T14:25:02.161044693Z","level":"INFO","msg":"stream: created new stream","id":"puguclmi"}
+{"time":"2026-02-18T14:25:02.161264243Z","level":"INFO","msg":"handler: started","stream_id":"puguclmi"}
+{"time":"2026-02-18T14:25:02.161404637Z","level":"INFO","msg":"stream: started","id":"puguclmi"}
+{"time":"2026-02-18T14:25:02.161441738Z","level":"INFO","msg":"writer: started","stream_id":"puguclmi"}
+{"time":"2026-02-18T14:25:02.161773904Z","level":"INFO","msg":"sender: started","stream_id":"puguclmi"}
+{"time":"2026-02-18T14:34:04.759757068Z","level":"INFO","msg":"stream: closing","id":"puguclmi"}
+{"time":"2026-02-18T14:34:05.219778467Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"}
+{"time":"2026-02-18T14:34:05.368909307Z","level":"INFO","msg":"handler: closed","stream_id":"puguclmi"}
+{"time":"2026-02-18T14:34:05.370716235Z","level":"INFO","msg":"sender: closed","stream_id":"puguclmi"}
+{"time":"2026-02-18T14:34:05.370762282Z","level":"INFO","msg":"stream: closed","id":"puguclmi"}
diff --git a/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/logs/debug.log b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/logs/debug.log
new file mode 100644
index 0000000000000000000000000000000000000000..ee0352da4ed5e3859e982a8be5b85bef9908f551
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/logs/debug.log
@@ -0,0 +1,24 @@
+2026-02-18 14:25:00,941 INFO    MainThread:2268 [wandb_setup.py:_flush():81] Current SDK version is 0.24.2
+2026-02-18 14:25:00,941 INFO    MainThread:2268 [wandb_setup.py:_flush():81] Configure stats pid to 2268
+2026-02-18 14:25:00,942 INFO    MainThread:2268 [wandb_setup.py:_flush():81] Loading settings from environment variables
+2026-02-18 14:25:00,942 INFO    MainThread:2268 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /content/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/logs/debug.log
+2026-02-18 14:25:00,942 INFO    MainThread:2268 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /content/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/logs/debug-internal.log
+2026-02-18 14:25:00,942 INFO    MainThread:2268 [wandb_init.py:init():844] calling init triggers
+2026-02-18 14:25:00,942 INFO    MainThread:2268 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
+config: {'_wandb': {}}
+2026-02-18 14:25:00,942 INFO    MainThread:2268 [wandb_init.py:init():892] starting backend
+2026-02-18 14:25:01,920 INFO    MainThread:2268 [wandb_init.py:init():895] sending inform_init request
+2026-02-18 14:25:01,930 INFO    MainThread:2268 [wandb_init.py:init():903] backend started and connected
+2026-02-18 14:25:01,934 INFO    MainThread:2268 [wandb_init.py:init():973] updated telemetry
+2026-02-18 14:25:01,969 INFO    MainThread:2268 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
+2026-02-18 14:25:02,474 INFO    MainThread:2268 [wandb_init.py:init():1042] starting run threads in backend
+2026-02-18 14:25:04,385 INFO    MainThread:2268 [wandb_run.py:_console_start():2529] atexit reg
+2026-02-18 14:25:04,385 INFO    MainThread:2268 [wandb_run.py:_redirect():2377] redirect: wrap_raw
+2026-02-18 14:25:04,385 INFO    MainThread:2268 [wandb_run.py:_redirect():2446] Wrapping output streams.
+2026-02-18 14:25:04,386 INFO    MainThread:2268 [wandb_run.py:_redirect():2469] Redirects installed.
+2026-02-18 14:25:04,404 INFO    MainThread:2268 [wandb_init.py:init():1082] run started, returning control to user process
+2026-02-18 14:25:04,408 INFO    MainThread:2268 [wandb_run.py:_config_callback():1404] config_cb None None {'acoustic_tokenizer_config': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_acoustic_tokenizer', 'channels': 1, 'corpus_normalize': 0.0, 'causal': True, 'vae_dim': 64, 'fix_std': 0.5, 'std_dist_type': 'gaussian', 'conv_norm': 'none', 'pad_mode': 'constant', 'layernorm_eps': 1e-05, 'disable_last_norm': True, 'layernorm': 'RMSNorm', 'layernorm_elementwise_affine': True, 'conv_bias': True, 'layer_scale_init_value': 1e-06, 'weight_init_value': 0.01, 'mixer_layer': 'depthwise_conv', 'encoder_n_filters': 32, 'encoder_ratios': [8, 5, 5, 4, 2, 2], 'encoder_depths': '3-3-3-3-3-3-8', 'decoder_ratios': [8, 5, 5, 4, 2, 2], 'decoder_n_filters': 32, 'decoder_depths': None}, 'semantic_tokenizer_config': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_semantic_tokenizer', 'channels': 1, 'corpus_normalize': 0.0, 'causal': True, 'vae_dim': 128, 'fix_std': 0, 'std_dist_type': 'none', 'conv_norm': 'none', 'pad_mode': 'constant', 'layernorm_eps': 1e-05, 'disable_last_norm': True, 'layernorm': 'RMSNorm', 'layernorm_elementwise_affine': True, 'conv_bias': True, 'layer_scale_init_value': 1e-06, 'weight_init_value': 0.01, 'mixer_layer': 'depthwise_conv', 'encoder_n_filters': 32, 'encoder_ratios': [8, 5, 5, 4, 2, 2], 'encoder_depths': '3-3-3-3-3-3-8'}, 'decoder_config': {'vocab_size': 151936, 'max_position_embeddings': 65536, 'hidden_size': 1536, 'intermediate_size': 8960, 'num_hidden_layers': 28, 'num_attention_heads': 12, 'use_sliding_window': False, 'sliding_window': None, 'max_window_layers': 28, 'num_key_value_heads': 2, 'hidden_act': 'silu', 'initializer_range': 0.02, 'rms_norm_eps': 1e-06, 'use_cache': True, 'rope_theta': 1000000.0, 'rope_scaling': None, 'attention_dropout': 0.0, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'qwen2'}, 'diffusion_head_config': {'hidden_size': 1536, 'head_layers': 4, 'head_ffn_ratio': 3.0, 'rms_norm_eps': 1e-05, 'latent_size': 64, 'speech_vae_dim': 64, 'prediction_type': 'v_prediction', 'diffusion_type': 'ddpm', 'ddpm_num_steps': 1000, 'ddpm_num_inference_steps': 20, 'ddpm_beta_schedule': 'cosine', 'ddpm_batch_mul': 4, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_diffusion_head'}, 'acoustic_vae_dim': 64, 'semantic_vae_dim': 128, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['VibeVoiceForConditionalGeneration'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'microsoft/VibeVoice-1.5B', '_attn_implementation_autoset': True, 'transformers_version': '4.51.3', 'model_type': 'vibevoice', 'output_dir': '/content/', 'overwrite_output_dir': False, 'do_train': True, 'do_eval': False, 'do_predict': False, 'eval_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 1, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 12, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 5e-05, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 0.6, 'num_train_epochs': 10.0, 'max_steps': -1, 'lr_scheduler_type': 'cosine', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.1, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/content/runs/Feb18_14-23-47_d690d73e974e', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 60, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 80.0, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '/content/', 'disable_tqdm': False, 'remove_unused_columns': False, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'tp_size': 0, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False, 'ddpm_batch_mul': 1, 'ce_loss_weight': 1.1, 'diffusion_loss_weight': 1.8, 'debug_ce_details': False, 'debug_ce_topk': 5, 'debug_ce_max_examples': 1, 'debug_ce_every_n_steps': 200, 'gradient_clipping': True, 'debug_save': False}
+2026-02-18 14:25:04,425 INFO    MainThread:2268 [wandb_config.py:__setitem__():154] [no run ID] config set model/num_parameters = 2740951521 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7efc697e8170>>
+2026-02-18 14:25:04,425 INFO    MainThread:2268 [wandb_run.py:_config_callback():1404] config_cb model/num_parameters 2740951521 None
+2026-02-18 14:34:04,731 INFO    wandb-AsyncioManager-main:2268 [service_client.py:_forward_responses():94] Reached EOF.
+2026-02-18 14:34:04,734 INFO    wandb-AsyncioManager-main:2268 [mailbox.py:close():154] Closing mailbox, abandoning 1 handles.
diff --git a/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/run-puguclmi.wandb b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/run-puguclmi.wandb
new file mode 100644
index 0000000000000000000000000000000000000000..cde638e6d955c2246fff45895988169fa2a498fd
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/run-puguclmi.wandb
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d79565d2a888073c33acad6f668632a115eb6b3f1b66efc024ddfa2b6abb7ed9
+size 563006
diff --git a/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/config.yaml b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..19a34065a5878cd508f64744aa9cc5d576896a04
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/config.yaml
@@ -0,0 +1,889 @@
+_attn_implementation_autoset:
+    value: true
+_name_or_path:
+    value: microsoft/VibeVoice-1.5B
+_wandb:
+    value:
+        cli_version: 0.24.2
+        e:
+            t9iezcc8p78hk4ahqovb3s40i4tbnxqa:
+                args:
+                    - --model_name_or_path
+                    - microsoft/VibeVoice-1.5B
+                    - --processor_name_or_path
+                    - vibevoice/processor
+                    - --text_column_name
+                    - text
+                    - --audio_column_name
+                    - audio
+                    - --voice_prompts_column_name
+                    - voice_prompts
+                    - --output_dir
+                    - /content/
+                    - --per_device_train_batch_size
+                    - "1"
+                    - --gradient_accumulation_steps
+                    - "12"
+                    - --learning_rate
+                    - "5e-5"
+                    - --num_train_epochs
+                    - "10"
+                    - --logging_steps
+                    - "10"
+                    - --save_steps
+                    - "60"
+                    - --eval_steps
+                    - "80"
+                    - --report_to
+                    - wandb
+                    - --lora_r
+                    - "32"
+                    - --lora_alpha
+                    - "64"
+                    - --remove_unused_columns
+                    - "False"
+                    - --fp16
+                    - "True"
+                    - --do_train
+                    - --gradient_clipping
+                    - --gradient_checkpointing
+                    - "False"
+                    - --ddpm_batch_mul
+                    - "1"
+                    - --diffusion_loss_weight
+                    - "1.7"
+                    - --train_diffusion_head
+                    - "True"
+                    - --ce_loss_weight
+                    - "1.1"
+                    - --voice_prompt_drop_rate
+                    - "0.35"
+                    - --lora_target_modules
+                    - q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj
+                    - --lr_scheduler_type
+                    - cosine
+                    - --warmup_ratio
+                    - "0.1"
+                    - --max_grad_norm
+                    - "0.6"
+                cpu_count: 1
+                cpu_count_logical: 2
+                cudaVersion: "13.0"
+                disk:
+                    /:
+                        total: "120942624768"
+                        used: "58461388800"
+                email: aralien0907@gmail.com
+                executable: /usr/bin/python3
+                git:
+                    commit: f74368637dd67fc3895d9f81365c50e65ae0641c
+                    remote: https://github.com/voicepowered-ai/VibeVoice-finetuning.git
+                gpu: Tesla T4
+                gpu_count: 1
+                gpu_nvidia:
+                    - architecture: Turing
+                      cudaCores: 2560
+                      memoryTotal: "16106127360"
+                      name: Tesla T4
+                      uuid: GPU-7e69ea04-764f-97d5-5a16-fe87280f30f7
+                host: d690d73e974e
+                memory:
+                    total: "13605851136"
+                os: Linux-6.6.105+-x86_64-with-glibc2.35
+                program: -m src.finetune_vibevoice_lora0
+                python: CPython 3.12.12
+                root: /content/VibeVoice-finetuning
+                startedAt: "2026-02-18T14:36:17.761028Z"
+                writerId: t9iezcc8p78hk4ahqovb3s40i4tbnxqa
+        m:
+            - "1": train/global_step
+              "6":
+                - 3
+              "7": []
+            - "2": '*'
+              "5": 1
+              "6":
+                - 1
+              "7": []
+        python_version: 3.12.12
+        t:
+            "1":
+                - 1
+                - 2
+                - 3
+                - 5
+                - 11
+                - 12
+                - 41
+                - 49
+                - 51
+                - 53
+                - 63
+                - 71
+                - 83
+                - 98
+                - 105
+            "2":
+                - 1
+                - 2
+                - 3
+                - 5
+                - 11
+                - 12
+                - 41
+                - 49
+                - 51
+                - 53
+                - 63
+                - 71
+                - 83
+                - 98
+                - 105
+            "3":
+                - 7
+                - 13
+                - 19
+                - 66
+            "4": 3.12.12
+            "5": 0.24.2
+            "6": 4.51.3
+            "9":
+                "1": transformers_trainer
+            "12": 0.24.2
+            "13": linux-x86_64
+accelerator_config:
+    value:
+        dispatch_batches: null
+        even_batches: true
+        gradient_accumulation_kwargs: null
+        non_blocking: false
+        split_batches: false
+        use_seedable_sampler: true
+acoustic_tokenizer_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        causal: true
+        channels: 1
+        chunk_size_feed_forward: 0
+        conv_bias: true
+        conv_norm: none
+        corpus_normalize: 0
+        cross_attention_hidden_size: null
+        decoder_depths: null
+        decoder_n_filters: 32
+        decoder_ratios:
+            - 8
+            - 5
+            - 5
+            - 4
+            - 2
+            - 2
+        decoder_start_token_id: null
+        disable_last_norm: true
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_depths: 3-3-3-3-3-3-8
+        encoder_n_filters: 32
+        encoder_no_repeat_ngram_size: 0
+        encoder_ratios:
+            - 8
+            - 5
+            - 5
+            - 4
+            - 2
+            - 2
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        fix_std: 0.5
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        layer_scale_init_value: 1e-06
+        layernorm: RMSNorm
+        layernorm_elementwise_affine: true
+        layernorm_eps: 1e-05
+        length_penalty: 1
+        max_length: 20
+        min_length: 0
+        mixer_layer: depthwise_conv
+        model_type: vibevoice_acoustic_tokenizer
+        no_repeat_ngram_size: 0
+        num_beam_groups: 1
+        num_beams: 1
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_mode: constant
+        pad_token_id: null
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        sep_token_id: null
+        std_dist_type: gaussian
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+        vae_dim: 64
+        weight_init_value: 0.01
+acoustic_vae_dim:
+    value: 64
+adafactor:
+    value: false
+adam_beta1:
+    value: 0.9
+adam_beta2:
+    value: 0.999
+adam_epsilon:
+    value: 1e-08
+add_cross_attention:
+    value: false
+architectures:
+    value:
+        - VibeVoiceForConditionalGeneration
+auto_find_batch_size:
+    value: false
+average_tokens_across_devices:
+    value: false
+bad_words_ids:
+    value: null
+batch_eval_metrics:
+    value: false
+begin_suppress_tokens:
+    value: null
+bf16:
+    value: false
+bf16_full_eval:
+    value: false
+bos_token_id:
+    value: null
+ce_loss_weight:
+    value: 1.1
+chunk_size_feed_forward:
+    value: 0
+cross_attention_hidden_size:
+    value: null
+data_seed:
+    value: null
+dataloader_drop_last:
+    value: false
+dataloader_num_workers:
+    value: 0
+dataloader_persistent_workers:
+    value: false
+dataloader_pin_memory:
+    value: true
+dataloader_prefetch_factor:
+    value: null
+ddp_backend:
+    value: null
+ddp_broadcast_buffers:
+    value: null
+ddp_bucket_cap_mb:
+    value: null
+ddp_find_unused_parameters:
+    value: null
+ddp_timeout:
+    value: 1800
+ddpm_batch_mul:
+    value: 1
+debug:
+    value: []
+debug_ce_details:
+    value: false
+debug_ce_every_n_steps:
+    value: 200
+debug_ce_max_examples:
+    value: 1
+debug_ce_topk:
+    value: 5
+debug_save:
+    value: false
+decoder_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        attention_dropout: 0
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        chunk_size_feed_forward: 0
+        cross_attention_hidden_size: null
+        decoder_start_token_id: null
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_no_repeat_ngram_size: 0
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        hidden_act: silu
+        hidden_size: 1536
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        initializer_range: 0.02
+        intermediate_size: 8960
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        length_penalty: 1
+        max_length: 20
+        max_position_embeddings: 65536
+        max_window_layers: 28
+        min_length: 0
+        model_type: qwen2
+        no_repeat_ngram_size: 0
+        num_attention_heads: 12
+        num_beam_groups: 1
+        num_beams: 1
+        num_hidden_layers: 28
+        num_key_value_heads: 2
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_token_id: null
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        rms_norm_eps: 1e-06
+        rope_scaling: null
+        rope_theta: 1e+06
+        sep_token_id: null
+        sliding_window: null
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+        use_cache: true
+        use_sliding_window: false
+        vocab_size: 151936
+decoder_start_token_id:
+    value: null
+deepspeed:
+    value: null
+diffusion_head_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        chunk_size_feed_forward: 0
+        cross_attention_hidden_size: null
+        ddpm_batch_mul: 4
+        ddpm_beta_schedule: cosine
+        ddpm_num_inference_steps: 20
+        ddpm_num_steps: 1000
+        decoder_start_token_id: null
+        diffusion_type: ddpm
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_no_repeat_ngram_size: 0
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        head_ffn_ratio: 3
+        head_layers: 4
+        hidden_size: 1536
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        latent_size: 64
+        length_penalty: 1
+        max_length: 20
+        min_length: 0
+        model_type: vibevoice_diffusion_head
+        no_repeat_ngram_size: 0
+        num_beam_groups: 1
+        num_beams: 1
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_token_id: null
+        prediction_type: v_prediction
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        rms_norm_eps: 1e-05
+        sep_token_id: null
+        speech_vae_dim: 64
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+diffusion_loss_weight:
+    value: 1.7
+disable_tqdm:
+    value: false
+diversity_penalty:
+    value: 0
+do_eval:
+    value: false
+do_predict:
+    value: false
+do_sample:
+    value: false
+do_train:
+    value: true
+early_stopping:
+    value: false
+encoder_no_repeat_ngram_size:
+    value: 0
+eos_token_id:
+    value: null
+eval_accumulation_steps:
+    value: null
+eval_delay:
+    value: 0
+eval_do_concat_batches:
+    value: true
+eval_on_start:
+    value: false
+eval_steps:
+    value: 80
+eval_strategy:
+    value: "no"
+eval_use_gather_object:
+    value: false
+exponential_decay_length_penalty:
+    value: null
+finetuning_task:
+    value: null
+forced_bos_token_id:
+    value: null
+forced_eos_token_id:
+    value: null
+fp16:
+    value: true
+fp16_backend:
+    value: auto
+fp16_full_eval:
+    value: false
+fp16_opt_level:
+    value: O1
+fsdp:
+    value: []
+fsdp_config:
+    value:
+        min_num_params: 0
+        xla: false
+        xla_fsdp_grad_ckpt: false
+        xla_fsdp_v2: false
+fsdp_min_num_params:
+    value: 0
+fsdp_transformer_layer_cls_to_wrap:
+    value: null
+full_determinism:
+    value: false
+gradient_accumulation_steps:
+    value: 12
+gradient_checkpointing:
+    value: false
+gradient_checkpointing_kwargs:
+    value: null
+gradient_clipping:
+    value: true
+greater_is_better:
+    value: null
+group_by_length:
+    value: false
+half_precision_backend:
+    value: auto
+hub_always_push:
+    value: false
+hub_model_id:
+    value: null
+hub_private_repo:
+    value: null
+hub_strategy:
+    value: every_save
+hub_token:
+    value: <HUB_TOKEN>
+id2label:
+    value:
+        "0": LABEL_0
+        "1": LABEL_1
+ignore_data_skip:
+    value: false
+include_for_metrics:
+    value: []
+include_inputs_for_metrics:
+    value: false
+include_num_input_tokens_seen:
+    value: false
+include_tokens_per_second:
+    value: false
+is_decoder:
+    value: false
+is_encoder_decoder:
+    value: false
+jit_mode_eval:
+    value: false
+label_names:
+    value: null
+label_smoothing_factor:
+    value: 0
+label2id:
+    value:
+        LABEL_0: 0
+        LABEL_1: 1
+learning_rate:
+    value: 5e-05
+length_column_name:
+    value: length
+length_penalty:
+    value: 1
+load_best_model_at_end:
+    value: false
+local_rank:
+    value: 0
+log_level:
+    value: passive
+log_level_replica:
+    value: warning
+log_on_each_node:
+    value: true
+logging_dir:
+    value: /content/runs/Feb18_14-35-16_d690d73e974e
+logging_first_step:
+    value: false
+logging_nan_inf_filter:
+    value: true
+logging_steps:
+    value: 10
+logging_strategy:
+    value: steps
+lr_scheduler_type:
+    value: cosine
+max_grad_norm:
+    value: 0.6
+max_length:
+    value: 20
+max_steps:
+    value: -1
+metric_for_best_model:
+    value: null
+min_length:
+    value: 0
+model/num_parameters:
+    value: 2740951521
+model_type:
+    value: vibevoice
+mp_parameters:
+    value: ""
+neftune_noise_alpha:
+    value: null
+no_cuda:
+    value: false
+no_repeat_ngram_size:
+    value: 0
+num_beam_groups:
+    value: 1
+num_beams:
+    value: 1
+num_return_sequences:
+    value: 1
+num_train_epochs:
+    value: 10
+optim:
+    value: adamw_torch
+optim_args:
+    value: null
+optim_target_modules:
+    value: null
+output_attentions:
+    value: false
+output_dir:
+    value: /content/
+output_hidden_states:
+    value: false
+output_scores:
+    value: false
+overwrite_output_dir:
+    value: false
+pad_token_id:
+    value: null
+past_index:
+    value: -1
+per_device_eval_batch_size:
+    value: 8
+per_device_train_batch_size:
+    value: 1
+per_gpu_eval_batch_size:
+    value: null
+per_gpu_train_batch_size:
+    value: null
+prediction_loss_only:
+    value: false
+prefix:
+    value: null
+problem_type:
+    value: null
+push_to_hub:
+    value: false
+push_to_hub_model_id:
+    value: null
+push_to_hub_organization:
+    value: null
+push_to_hub_token:
+    value: <PUSH_TO_HUB_TOKEN>
+ray_scope:
+    value: last
+remove_invalid_values:
+    value: false
+remove_unused_columns:
+    value: false
+repetition_penalty:
+    value: 1
+report_to:
+    value:
+        - wandb
+restore_callback_states_from_checkpoint:
+    value: false
+resume_from_checkpoint:
+    value: null
+return_dict:
+    value: true
+return_dict_in_generate:
+    value: false
+run_name:
+    value: /content/
+save_on_each_node:
+    value: false
+save_only_model:
+    value: false
+save_safetensors:
+    value: true
+save_steps:
+    value: 60
+save_strategy:
+    value: steps
+save_total_limit:
+    value: null
+seed:
+    value: 42
+semantic_tokenizer_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        causal: true
+        channels: 1
+        chunk_size_feed_forward: 0
+        conv_bias: true
+        conv_norm: none
+        corpus_normalize: 0
+        cross_attention_hidden_size: null
+        decoder_start_token_id: null
+        disable_last_norm: true
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_depths: 3-3-3-3-3-3-8
+        encoder_n_filters: 32
+        encoder_no_repeat_ngram_size: 0
+        encoder_ratios:
+            - 8
+            - 5
+            - 5
+            - 4
+            - 2
+            - 2
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        fix_std: 0
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        layer_scale_init_value: 1e-06
+        layernorm: RMSNorm
+        layernorm_elementwise_affine: true
+        layernorm_eps: 1e-05
+        length_penalty: 1
+        max_length: 20
+        min_length: 0
+        mixer_layer: depthwise_conv
+        model_type: vibevoice_semantic_tokenizer
+        no_repeat_ngram_size: 0
+        num_beam_groups: 1
+        num_beams: 1
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_mode: constant
+        pad_token_id: null
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        sep_token_id: null
+        std_dist_type: none
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+        vae_dim: 128
+        weight_init_value: 0.01
+semantic_vae_dim:
+    value: 128
+sep_token_id:
+    value: null
+skip_memory_metrics:
+    value: true
+suppress_tokens:
+    value: null
+task_specific_params:
+    value: null
+temperature:
+    value: 1
+tf_legacy_loss:
+    value: false
+tf32:
+    value: null
+tie_encoder_decoder:
+    value: false
+tie_word_embeddings:
+    value: true
+tokenizer_class:
+    value: null
+top_k:
+    value: 50
+top_p:
+    value: 1
+torch_compile:
+    value: false
+torch_compile_backend:
+    value: null
+torch_compile_mode:
+    value: null
+torch_dtype:
+    value: float16
+torch_empty_cache_steps:
+    value: null
+torchdynamo:
+    value: null
+torchscript:
+    value: false
+tp_size:
+    value: 0
+tpu_metrics_debug:
+    value: false
+tpu_num_cores:
+    value: null
+transformers_version:
+    value: 4.51.3
+typical_p:
+    value: 1
+use_bfloat16:
+    value: false
+use_cpu:
+    value: false
+use_ipex:
+    value: false
+use_legacy_prediction_loop:
+    value: false
+use_liger_kernel:
+    value: false
+use_mps_device:
+    value: false
+warmup_ratio:
+    value: 0.1
+warmup_steps:
+    value: 0
+weight_decay:
+    value: 0
diff --git a/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/output.log b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/output.log
new file mode 100644
index 0000000000000000000000000000000000000000..6041e9f677d3e3654048eb5e1d8aae795770460c
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/output.log
@@ -0,0 +1,549 @@
+                            
+{'debug/num_tok_total': 145.0, 'debug/num_tok_loss': 39.0, 'debug/num_lat_total': 145.0, 'debug/num_lat_loss': 39.0, 'epoch': 0}
+{'train/ce_loss': 17.624103546142578, 'train/diffusion_loss': 0.7094717025756836, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 152.0, 'debug/num_tok_loss': 45.0, 'debug/num_lat_total': 152.0, 'debug/num_lat_loss': 45.0, 'epoch': 0}
+{'train/ce_loss': 18.688594818115234, 'train/diffusion_loss': 0.5714285373687744, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 85.0, 'debug/num_tok_loss': 34.0, 'debug/num_lat_total': 85.0, 'debug/num_lat_loss': 34.0, 'epoch': 0}
+{'train/ce_loss': 17.47560691833496, 'train/diffusion_loss': 0.5668375492095947, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 166.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 166.0, 'debug/num_lat_loss': 117.0, 'epoch': 0}
+{'train/ce_loss': 20.7196044921875, 'train/diffusion_loss': 0.6255993247032166, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 154.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 154.0, 'debug/num_lat_loss': 83.0, 'epoch': 0}
+{'train/ce_loss': 20.959171295166016, 'train/diffusion_loss': 0.6066958904266357, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 153.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 153.0, 'debug/num_lat_loss': 47.0, 'epoch': 0}
+{'train/ce_loss': 18.233762741088867, 'train/diffusion_loss': 0.5949330925941467, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 30.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 30.0, 'epoch': 0}
+{'train/ce_loss': 16.892210006713867, 'train/diffusion_loss': 0.6077481508255005, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 138.0, 'debug/num_tok_loss': 31.0, 'debug/num_lat_total': 138.0, 'debug/num_lat_loss': 31.0, 'epoch': 0}
+{'train/ce_loss': 16.396814346313477, 'train/diffusion_loss': 0.60689377784729, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 63.0, 'epoch': 0}
+{'train/ce_loss': 19.0556583404541, 'train/diffusion_loss': 0.5751490592956543, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 99.0, 'debug/num_tok_loss': 35.0, 'debug/num_lat_total': 99.0, 'debug/num_lat_loss': 35.0, 'epoch': 0}
+{'train/ce_loss': 17.942827224731445, 'train/diffusion_loss': 0.5633095502853394, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 81.0, 'epoch': 0}
+{'train/ce_loss': 20.29229164123535, 'train/diffusion_loss': 0.5666168928146362, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 117.0, 'debug/num_tok_loss': 11.0, 'debug/num_lat_total': 117.0, 'debug/num_lat_loss': 11.0, 'epoch': 0}
+{'train/ce_loss': 13.591137886047363, 'train/diffusion_loss': 0.4021272659301758, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.0}
+{'train/ce_loss': 21.090343475341797, 'train/diffusion_loss': 0.6082291007041931, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 148.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 148.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.0}
+{'train/ce_loss': 19.46612548828125, 'train/diffusion_loss': 0.6474497318267822, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 116.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 116.0, 'debug/num_lat_loss': 47.0, 'epoch': 0.0}
+{'train/ce_loss': 18.134809494018555, 'train/diffusion_loss': 0.6856439113616943, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 161.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 161.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.0}
+{'train/ce_loss': 20.820384979248047, 'train/diffusion_loss': 0.5715802311897278, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.0}
+{'train/ce_loss': 19.09589385986328, 'train/diffusion_loss': 0.5783407092094421, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 158.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 158.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.0}
+{'train/ce_loss': 20.06045150756836, 'train/diffusion_loss': 0.5878459215164185, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 180.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 180.0, 'debug/num_lat_loss': 73.0, 'epoch': 0.0}
+{'train/ce_loss': 20.345367431640625, 'train/diffusion_loss': 0.652065098285675, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 101.0, 'debug/num_tok_loss': 20.0, 'debug/num_lat_total': 101.0, 'debug/num_lat_loss': 20.0, 'epoch': 0.0}
+{'train/ce_loss': 15.036038398742676, 'train/diffusion_loss': 0.387031227350235, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.0}
+{'train/ce_loss': 20.343006134033203, 'train/diffusion_loss': 0.6079820394515991, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 149.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 149.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.0}
+{'train/ce_loss': 20.710960388183594, 'train/diffusion_loss': 0.5807090401649475, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 147.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 147.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.0}
+{'train/ce_loss': 19.858078002929688, 'train/diffusion_loss': 0.6235314011573792, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 134.0, 'debug/num_tok_loss': 27.0, 'debug/num_lat_total': 134.0, 'debug/num_lat_loss': 27.0, 'epoch': 0.0}
+{'train/ce_loss': 16.209667205810547, 'train/diffusion_loss': 0.5468798875808716, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 128.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 128.0, 'debug/num_lat_loss': 76.0, 'epoch': 0.01}
+{'train/ce_loss': 19.85587501525879, 'train/diffusion_loss': 0.6201486587524414, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 107.0, 'debug/num_tok_loss': 43.0, 'debug/num_lat_total': 107.0, 'debug/num_lat_loss': 43.0, 'epoch': 0.01}
+{'train/ce_loss': 19.119394302368164, 'train/diffusion_loss': 0.6161847710609436, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 98.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 98.0, 'debug/num_lat_loss': 47.0, 'epoch': 0.01}
+{'train/ce_loss': 16.98512840270996, 'train/diffusion_loss': 0.6135052442550659, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 115.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 115.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.01}
+{'train/ce_loss': 20.251426696777344, 'train/diffusion_loss': 0.6778286695480347, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 121.0, 'debug/num_tok_loss': 52.0, 'debug/num_lat_total': 121.0, 'debug/num_lat_loss': 52.0, 'epoch': 0.01}
+{'train/ce_loss': 19.211193084716797, 'train/diffusion_loss': 0.5722253918647766, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 19.677370071411133, 'train/diffusion_loss': 0.6380274295806885, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 168.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 168.0, 'debug/num_lat_loss': 61.0, 'epoch': 0.01}
+{'train/ce_loss': 19.51193618774414, 'train/diffusion_loss': 0.6553022861480713, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.01}
+{'train/ce_loss': 20.536746978759766, 'train/diffusion_loss': 0.6725964546203613, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 89.0, 'epoch': 0.01}
+{'train/ce_loss': 20.379037857055664, 'train/diffusion_loss': 0.6461488008499146, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 49.0, 'debug/num_tok_loss': 30.0, 'debug/num_lat_total': 49.0, 'debug/num_lat_loss': 30.0, 'epoch': 0.01}
+{'train/ce_loss': 16.79844856262207, 'train/diffusion_loss': 0.6155766248703003, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 182.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 182.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.01}
+{'train/ce_loss': 21.026275634765625, 'train/diffusion_loss': 0.5858950614929199, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 104.0, 'epoch': 0.01}
+{'train/ce_loss': 21.564098358154297, 'train/diffusion_loss': 0.641681969165802, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 114.0, 'debug/num_tok_loss': 65.0, 'debug/num_lat_total': 114.0, 'debug/num_lat_loss': 65.0, 'epoch': 0.01}
+{'train/ce_loss': 18.807844161987305, 'train/diffusion_loss': 0.6348744034767151, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 151.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 151.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.01}
+{'train/ce_loss': 19.74795150756836, 'train/diffusion_loss': 0.6446933150291443, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 138.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 138.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.01}
+{'train/ce_loss': 20.13687515258789, 'train/diffusion_loss': 0.5867917537689209, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 134.0, 'debug/num_tok_loss': 28.0, 'debug/num_lat_total': 134.0, 'debug/num_lat_loss': 28.0, 'epoch': 0.01}
+{'train/ce_loss': 16.64942741394043, 'train/diffusion_loss': 0.48928365111351013, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 166.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 166.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.01}
+{'train/ce_loss': 19.190689086914062, 'train/diffusion_loss': 0.5625889301300049, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 130.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 130.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.01}
+{'train/ce_loss': 19.898826599121094, 'train/diffusion_loss': 0.6222584247589111, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 162.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 162.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.01}
+{'train/ce_loss': 20.198333740234375, 'train/diffusion_loss': 0.5587427616119385, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 19.82209587097168, 'train/diffusion_loss': 0.6874608993530273, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 145.0, 'debug/num_tok_loss': 64.0, 'debug/num_lat_total': 145.0, 'debug/num_lat_loss': 64.0, 'epoch': 0.01}
+{'train/ce_loss': 19.807933807373047, 'train/diffusion_loss': 0.6290066242218018, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 162.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 162.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.01}
+{'train/ce_loss': 20.285276412963867, 'train/diffusion_loss': 0.6258421540260315, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.01}
+{'train/ce_loss': 18.537385940551758, 'train/diffusion_loss': 0.6116793751716614, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 143.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 143.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 20.56442642211914, 'train/diffusion_loss': 0.6365885138511658, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 86.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 86.0, 'debug/num_lat_loss': 67.0, 'epoch': 0.01}
+{'train/ce_loss': 19.567869186401367, 'train/diffusion_loss': 0.6358458995819092, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 83.0, 'debug/num_tok_loss': 32.0, 'debug/num_lat_total': 83.0, 'debug/num_lat_loss': 32.0, 'epoch': 0.01}
+{'train/ce_loss': 16.667713165283203, 'train/diffusion_loss': 0.5608019232749939, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 106.0, 'debug/num_tok_loss': 55.0, 'debug/num_lat_total': 106.0, 'debug/num_lat_loss': 55.0, 'epoch': 0.01}
+{'train/ce_loss': 18.44162368774414, 'train/diffusion_loss': 0.545034646987915, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 147.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 147.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.01}
+{'train/ce_loss': 19.91998863220215, 'train/diffusion_loss': 0.6026426553726196, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 135.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 135.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.01}
+{'train/ce_loss': 19.55213737487793, 'train/diffusion_loss': 0.5744384527206421, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 103.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 103.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.01}
+{'train/ce_loss': 18.771753311157227, 'train/diffusion_loss': 0.675837516784668, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 84.0, 'debug/num_tok_loss': 32.0, 'debug/num_lat_total': 84.0, 'debug/num_lat_loss': 32.0, 'epoch': 0.01}
+{'train/ce_loss': 16.766742706298828, 'train/diffusion_loss': 0.4784148931503296, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 144.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 144.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.01}
+{'train/ce_loss': 20.41745948791504, 'train/diffusion_loss': 0.6582262516021729, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 153.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 153.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 20.303739547729492, 'train/diffusion_loss': 0.581567108631134, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 184.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 184.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.01}
+{'train/ce_loss': 21.09649658203125, 'train/diffusion_loss': 0.6613467335700989, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 102.0, 'debug/num_tok_loss': 31.0, 'debug/num_lat_total': 102.0, 'debug/num_lat_loss': 31.0, 'epoch': 0.01}
+{'train/ce_loss': 17.368268966674805, 'train/diffusion_loss': 0.5023375749588013, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 124.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 124.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.01}
+{'train/ce_loss': 19.724924087524414, 'train/diffusion_loss': 0.5076279640197754, 'epoch': 0.01}
+{'train/learning_rate_real': 1.6666666666666668e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 167.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 167.0, 'debug/num_lat_loss': 115.0, 'epoch': 0.02}
+{'train/ce_loss': 20.940595626831055, 'train/diffusion_loss': 0.6402390599250793, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 137.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 137.0, 'debug/num_lat_loss': 73.0, 'epoch': 0.02}
+{'train/ce_loss': 20.08302116394043, 'train/diffusion_loss': 0.7651703357696533, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 182.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 182.0, 'debug/num_lat_loss': 76.0, 'epoch': 0.02}
+{'train/ce_loss': 20.28279685974121, 'train/diffusion_loss': 0.6082379221916199, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 108.0, 'debug/num_tok_loss': 37.0, 'debug/num_lat_total': 108.0, 'debug/num_lat_loss': 37.0, 'epoch': 0.02}
+{'train/ce_loss': 17.907041549682617, 'train/diffusion_loss': 0.605295717716217, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 189.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 189.0, 'debug/num_lat_loss': 82.0, 'epoch': 0.02}
+{'train/ce_loss': 20.55436134338379, 'train/diffusion_loss': 0.6229020953178406, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 104.0, 'debug/num_tok_loss': 40.0, 'debug/num_lat_total': 104.0, 'debug/num_lat_loss': 40.0, 'epoch': 0.02}
+{'train/ce_loss': 17.753219604492188, 'train/diffusion_loss': 0.6561962366104126, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 146.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 146.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.02}
+{'train/ce_loss': 20.21076774597168, 'train/diffusion_loss': 0.6563171148300171, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 189.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 189.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.02}
+{'train/ce_loss': 21.400144577026367, 'train/diffusion_loss': 0.6743456721305847, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 111.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 111.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.02}
+{'train/ce_loss': 18.439697265625, 'train/diffusion_loss': 0.629324734210968, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 117.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 117.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.02}
+{'train/ce_loss': 19.423912048339844, 'train/diffusion_loss': 0.6109022498130798, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 148.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 148.0, 'debug/num_lat_loss': 79.0, 'epoch': 0.02}
+{'train/ce_loss': 19.725217819213867, 'train/diffusion_loss': 0.6653574705123901, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 79.0, 'epoch': 0.02}
+{'train/ce_loss': 20.4893856048584, 'train/diffusion_loss': 0.6195732951164246, 'epoch': 0.02}
+{'train/learning_rate_real': 3.3333333333333335e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 125.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 125.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.02}
+{'train/ce_loss': 20.251684188842773, 'train/diffusion_loss': 0.630237877368927, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 139.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 139.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.02}
+{'train/ce_loss': 20.20622444152832, 'train/diffusion_loss': 0.644622266292572, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 116.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 116.0, 'debug/num_lat_loss': 47.0, 'epoch': 0.02}
+{'train/ce_loss': 18.7036075592041, 'train/diffusion_loss': 0.5094050168991089, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.02}
+{'train/ce_loss': 21.027284622192383, 'train/diffusion_loss': 0.6506954431533813, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 85.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 85.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.02}
+{'train/ce_loss': 18.897762298583984, 'train/diffusion_loss': 0.7031742930412292, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 134.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 134.0, 'debug/num_lat_loss': 115.0, 'epoch': 0.02}
+{'train/ce_loss': 20.166278839111328, 'train/diffusion_loss': 0.663967490196228, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 63.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 63.0, 'debug/num_lat_loss': 44.0, 'epoch': 0.02}
+{'train/ce_loss': 17.959138870239258, 'train/diffusion_loss': 0.4961543083190918, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 103.0, 'epoch': 0.02}
+{'train/ce_loss': 21.166645050048828, 'train/diffusion_loss': 0.662558376789093, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 139.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 139.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.02}
+{'train/ce_loss': 20.095048904418945, 'train/diffusion_loss': 0.5739942789077759, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 98.0, 'debug/num_tok_loss': 49.0, 'debug/num_lat_total': 98.0, 'debug/num_lat_loss': 49.0, 'epoch': 0.02}
+{'train/ce_loss': 18.306684494018555, 'train/diffusion_loss': 0.5730726718902588, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 137.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 137.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.02}
+{'train/ce_loss': 19.97385597229004, 'train/diffusion_loss': 0.6497908234596252, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 64.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 64.0, 'epoch': 0.02}
+{'train/ce_loss': 19.74818229675293, 'train/diffusion_loss': 0.6678849458694458, 'epoch': 0.02}
+{'train/learning_rate_real': 5.000000000000001e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 168.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 168.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.02}
+{'train/ce_loss': 21.00205421447754, 'train/diffusion_loss': 0.6708245873451233, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 107.0, 'debug/num_tok_loss': 38.0, 'debug/num_lat_total': 107.0, 'debug/num_lat_loss': 38.0, 'epoch': 0.02}
+{'train/ce_loss': 18.06574821472168, 'train/diffusion_loss': 0.5038679242134094, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 157.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 157.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.02}
+{'train/ce_loss': 18.722190856933594, 'train/diffusion_loss': 0.7212826609611511, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 156.0, 'debug/num_tok_loss': 49.0, 'debug/num_lat_total': 156.0, 'debug/num_lat_loss': 49.0, 'epoch': 0.02}
+{'train/ce_loss': 18.34746742248535, 'train/diffusion_loss': 0.550148606300354, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 139.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 139.0, 'debug/num_lat_loss': 87.0, 'epoch': 0.02}
+{'train/ce_loss': 20.206687927246094, 'train/diffusion_loss': 0.6482954621315002, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 97.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 97.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.02}
+{'train/ce_loss': 19.33749771118164, 'train/diffusion_loss': 0.6911303400993347, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 158.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 158.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.02}
+{'train/ce_loss': 18.858015060424805, 'train/diffusion_loss': 0.6219611167907715, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.02}
+{'train/ce_loss': 19.217124938964844, 'train/diffusion_loss': 0.6585752964019775, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 130.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 130.0, 'debug/num_lat_loss': 59.0, 'epoch': 0.02}
+{'train/ce_loss': 20.4932804107666, 'train/diffusion_loss': 0.6388077735900879, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 154.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 154.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.02}
+{'train/ce_loss': 20.623170852661133, 'train/diffusion_loss': 0.7400584816932678, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 141.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 141.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.02}
+{'train/ce_loss': 20.462520599365234, 'train/diffusion_loss': 0.6030052900314331, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 158.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 158.0, 'debug/num_lat_loss': 109.0, 'epoch': 0.02}
+{'train/ce_loss': 20.792394638061523, 'train/diffusion_loss': 0.614713728427887, 'epoch': 0.02}
+{'train/learning_rate_real': 6.666666666666667e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 163.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 163.0, 'debug/num_lat_loss': 94.0, 'epoch': 0.03}
+{'train/ce_loss': 20.57790756225586, 'train/diffusion_loss': 0.7089092135429382, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 126.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 126.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.03}
+{'train/ce_loss': 18.449909210205078, 'train/diffusion_loss': 0.6506624221801758, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.03}
+{'train/ce_loss': 20.59683609008789, 'train/diffusion_loss': 0.6429937481880188, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 144.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 144.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.03}
+{'train/ce_loss': 19.269563674926758, 'train/diffusion_loss': 0.5561970472335815, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 121.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 121.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.03}
+{'train/ce_loss': 19.60355567932129, 'train/diffusion_loss': 0.6408190727233887, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 164.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 164.0, 'debug/num_lat_loss': 93.0, 'epoch': 0.03}
+{'train/ce_loss': 20.805227279663086, 'train/diffusion_loss': 0.6117426753044128, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 109.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 109.0, 'debug/num_lat_loss': 58.0, 'epoch': 0.03}
+{'train/ce_loss': 19.131187438964844, 'train/diffusion_loss': 0.5879923105239868, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 95.0, 'debug/num_tok_loss': 24.0, 'debug/num_lat_total': 95.0, 'debug/num_lat_loss': 24.0, 'epoch': 0.03}
+{'train/ce_loss': 15.284979820251465, 'train/diffusion_loss': 0.5102832913398743, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 149.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 149.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.03}
+{'train/ce_loss': 20.38149642944336, 'train/diffusion_loss': 0.6808876395225525, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 26.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 26.0, 'epoch': 0.03}
+{'train/ce_loss': 17.395030975341797, 'train/diffusion_loss': 0.5014070272445679, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 164.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 164.0, 'debug/num_lat_loss': 83.0, 'epoch': 0.03}
+{'train/ce_loss': 20.71450424194336, 'train/diffusion_loss': 0.6959617733955383, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 93.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 93.0, 'debug/num_lat_loss': 44.0, 'epoch': 0.03}
+{'train/ce_loss': 17.371479034423828, 'train/diffusion_loss': 0.701470673084259, 'epoch': 0.03}
+{'train/learning_rate_real': 8.333333333333333e-07, 'epoch': 0.03}
+{'debug/num_tok_total': 57.0, 'debug/num_tok_loss': 38.0, 'debug/num_lat_total': 57.0, 'debug/num_lat_loss': 38.0, 'epoch': 0.03}
+{'train/ce_loss': 16.51700210571289, 'train/diffusion_loss': 0.5535467863082886, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 150.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 150.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.03}
+{'train/ce_loss': 20.072385787963867, 'train/diffusion_loss': 0.5635637044906616, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 172.0, 'debug/num_tok_loss': 65.0, 'debug/num_lat_total': 172.0, 'debug/num_lat_loss': 65.0, 'epoch': 0.03}
+{'train/ce_loss': 19.823884963989258, 'train/diffusion_loss': 0.5178627967834473, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.03}
+{'train/ce_loss': 19.779346466064453, 'train/diffusion_loss': 0.5555330514907837, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 104.0, 'debug/num_tok_loss': 52.0, 'debug/num_lat_total': 104.0, 'debug/num_lat_loss': 52.0, 'epoch': 0.03}
+{'train/ce_loss': 18.65873146057129, 'train/diffusion_loss': 0.6078282594680786, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 138.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 138.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.03}
+{'train/ce_loss': 19.899089813232422, 'train/diffusion_loss': 0.7147643566131592, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 83.0, 'debug/num_tok_loss': 34.0, 'debug/num_lat_total': 83.0, 'debug/num_lat_loss': 34.0, 'epoch': 0.03}
+{'train/ce_loss': 17.371667861938477, 'train/diffusion_loss': 0.4754423201084137, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 115.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 115.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.03}
+{'train/ce_loss': 19.596282958984375, 'train/diffusion_loss': 0.606148362159729, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 141.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 141.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.03}
+{'train/ce_loss': 20.229127883911133, 'train/diffusion_loss': 0.6054156422615051, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 148.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 148.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.03}
+{'train/ce_loss': 20.44205665588379, 'train/diffusion_loss': 0.6950575113296509, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 104.0, 'debug/num_tok_loss': 40.0, 'debug/num_lat_total': 104.0, 'debug/num_lat_loss': 40.0, 'epoch': 0.03}
+{'train/ce_loss': 16.80394744873047, 'train/diffusion_loss': 0.6041313409805298, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 94.0, 'debug/num_tok_loss': 23.0, 'debug/num_lat_total': 94.0, 'debug/num_lat_loss': 23.0, 'epoch': 0.03}
+{'train/ce_loss': 16.266008377075195, 'train/diffusion_loss': 0.49282509088516235, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0000000000000002e-06, 'epoch': 0.03}
+{'loss': 266.6681, 'grad_norm': 567.853515625, 'learning_rate': 1.0000000000000002e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 201.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 201.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.03}
+{'train/ce_loss': 20.8855037689209, 'train/diffusion_loss': 0.633036196231842, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 146.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 146.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.03}
+{'train/ce_loss': 20.443233489990234, 'train/diffusion_loss': 0.5981792211532593, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 62.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 62.0, 'epoch': 0.03}
+{'train/ce_loss': 19.562549591064453, 'train/diffusion_loss': 0.5868687629699707, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 121.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 121.0, 'debug/num_lat_loss': 50.0, 'epoch': 0.03}
+{'train/ce_loss': 18.19532585144043, 'train/diffusion_loss': 0.5588268041610718, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 184.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 184.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.03}
+{'train/ce_loss': 20.277462005615234, 'train/diffusion_loss': 0.6097513437271118, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 126.0, 'debug/num_tok_loss': 45.0, 'debug/num_lat_total': 126.0, 'debug/num_lat_loss': 45.0, 'epoch': 0.03}
+{'train/ce_loss': 18.838912963867188, 'train/diffusion_loss': 0.5998520255088806, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.03}
+{'train/ce_loss': 20.90423011779785, 'train/diffusion_loss': 0.6905404329299927, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 78.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 78.0, 'debug/num_lat_loss': 59.0, 'epoch': 0.03}
+{'train/ce_loss': 18.565052032470703, 'train/diffusion_loss': 0.7491587996482849, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 191.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 191.0, 'debug/num_lat_loss': 120.0, 'epoch': 0.03}
+{'train/ce_loss': 20.86245346069336, 'train/diffusion_loss': 0.6981663107872009, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 141.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 141.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.03}
+{'train/ce_loss': 20.219308853149414, 'train/diffusion_loss': 0.6740112900733948, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 98.0, 'debug/num_tok_loss': 27.0, 'debug/num_lat_total': 98.0, 'debug/num_lat_loss': 27.0, 'epoch': 0.03}
+{'train/ce_loss': 16.747333526611328, 'train/diffusion_loss': 0.49282172322273254, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 84.0, 'debug/num_tok_loss': 35.0, 'debug/num_lat_total': 84.0, 'debug/num_lat_loss': 35.0, 'epoch': 0.03}
+{'train/ce_loss': 16.728307723999023, 'train/diffusion_loss': 0.5737107992172241, 'epoch': 0.03}
+{'train/learning_rate_real': 1.1666666666666668e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 167.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 167.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.04}
+{'train/ce_loss': 20.16675567626953, 'train/diffusion_loss': 0.6254013776779175, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 96.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 96.0, 'debug/num_lat_loss': 44.0, 'epoch': 0.04}
+{'train/ce_loss': 18.568870544433594, 'train/diffusion_loss': 0.6134258508682251, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 163.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 163.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.04}
+{'train/ce_loss': 20.57467269897461, 'train/diffusion_loss': 0.6843720078468323, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 89.0, 'debug/num_tok_loss': 40.0, 'debug/num_lat_total': 89.0, 'debug/num_lat_loss': 40.0, 'epoch': 0.04}
+{'train/ce_loss': 18.739681243896484, 'train/diffusion_loss': 0.6410850286483765, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 146.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 146.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.04}
+{'train/ce_loss': 19.968639373779297, 'train/diffusion_loss': 0.6182363629341125, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 124.0, 'debug/num_tok_loss': 43.0, 'debug/num_lat_total': 124.0, 'debug/num_lat_loss': 43.0, 'epoch': 0.04}
+{'train/ce_loss': 18.250762939453125, 'train/diffusion_loss': 0.5409747958183289, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.04}
+{'train/ce_loss': 20.655040740966797, 'train/diffusion_loss': 0.6678592562675476, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.04}
+{'train/ce_loss': 20.366426467895508, 'train/diffusion_loss': 0.5933476686477661, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.04}
+{'train/ce_loss': 21.187095642089844, 'train/diffusion_loss': 0.5764259099960327, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 191.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 191.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.04}
+{'train/ce_loss': 20.290807723999023, 'train/diffusion_loss': 0.5762823224067688, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 26.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 26.0, 'epoch': 0.04}
+{'train/ce_loss': 16.704378128051758, 'train/diffusion_loss': 0.5179340243339539, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.04}
+{'train/ce_loss': 20.946117401123047, 'train/diffusion_loss': 0.6893817782402039, 'epoch': 0.04}
+{'train/learning_rate_real': 1.3333333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 100.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 100.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.04}
+{'train/ce_loss': 19.034639358520508, 'train/diffusion_loss': 0.6393831372261047, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 105.0, 'epoch': 0.04}
+{'train/ce_loss': 21.270912170410156, 'train/diffusion_loss': 0.7264360189437866, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 118.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 118.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.04}
+{'train/ce_loss': 19.37391471862793, 'train/diffusion_loss': 0.6143487095832825, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 164.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 164.0, 'debug/num_lat_loss': 58.0, 'epoch': 0.04}
+{'train/ce_loss': 19.469667434692383, 'train/diffusion_loss': 0.5937036871910095, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 105.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 105.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.04}
+{'train/ce_loss': 19.223268508911133, 'train/diffusion_loss': 0.6357275247573853, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 42.0, 'debug/num_tok_loss': 23.0, 'debug/num_lat_total': 42.0, 'debug/num_lat_loss': 23.0, 'epoch': 0.04}
+{'train/ce_loss': 14.81341552734375, 'train/diffusion_loss': 0.4845297634601593, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 143.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 143.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.04}
+{'train/ce_loss': 19.889179229736328, 'train/diffusion_loss': 0.5814254879951477, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.04}
+{'train/ce_loss': 18.725109100341797, 'train/diffusion_loss': 0.5101487040519714, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 59.0, 'epoch': 0.04}
+{'train/ce_loss': 18.797164916992188, 'train/diffusion_loss': 0.7044903635978699, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 170.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 170.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.04}
+{'train/ce_loss': 21.15913963317871, 'train/diffusion_loss': 0.5948572754859924, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 107.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 107.0, 'debug/num_lat_loss': 56.0, 'epoch': 0.04}
+{'train/ce_loss': 18.50257682800293, 'train/diffusion_loss': 0.5940078496932983, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 137.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 137.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.04}
+{'train/ce_loss': 19.88117790222168, 'train/diffusion_loss': 0.5643084049224854, 'epoch': 0.04}
+{'train/learning_rate_real': 1.5e-06, 'epoch': 0.04}
+  File "<frozen runpy>", line 198, in _run_module_as_main
+  File "<frozen runpy>", line 88, in _run_code
+  File "/content/VibeVoice-finetuning/src/finetune_vibevoice_lora0.py", line 984, in <module>
+    main()
+  File "/content/VibeVoice-finetuning/src/finetune_vibevoice_lora0.py", line 932, in main
+    trainer.train(resume_from_checkpoint=training_args.resume_from_checkpoint)
+  File "/usr/local/lib/python3.12/dist-packages/transformers/trainer.py", line 2245, in train
+    return inner_training_loop(
+           ^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/transformers/trainer.py", line 2560, in _inner_training_loop
+    tr_loss_step = self.training_step(model, inputs, num_items_in_batch)
+                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/transformers/trainer.py", line 3736, in training_step
+    loss = self.compute_loss(model, inputs, num_items_in_batch=num_items_in_batch)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/content/VibeVoice-finetuning/src/finetune_vibevoice_lora0.py", line 705, in compute_loss
+    outputs = model(
+              ^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1775, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1786, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/accelerate/utils/operations.py", line 819, in forward
+    return model_forward(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/accelerate/utils/operations.py", line 807, in __call__
+    return convert_to_fp32(self.model_forward(*args, **kwargs))
+                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/amp/autocast_mode.py", line 44, in decorate_autocast
+    return func(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^
+  File "/content/VibeVoice-finetuning/src/vibevoice/modular/modeling_vibevoice.py", line 363, in forward
+    speech_all_features, speech_all_connect_features = self.forward_speech_features(
+                                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/content/VibeVoice-finetuning/src/vibevoice/modular/modeling_vibevoice.py", line 290, in forward_speech_features
+    frames = self.model.acoustic_tokenizer.encode(speech_tensors.unsqueeze(1))[0][0]
+             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/content/VibeVoice-finetuning/src/finetune_vibevoice_lora0.py", line 204, in encode_wrapped
+    out = base_encode(*args, **kwargs)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 120, in decorate_context
+    return func(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^
+  File "/content/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_tokenizer.py", line 1084, in encode
+    latents = self.encoder(audio, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1775, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1786, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/content/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_tokenizer.py", line 811, in forward
+    x = self.forward_features(x, cache=cache, sample_indices=sample_indices, use_cache=use_cache, debug=debug)
+        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/content/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_tokenizer.py", line 800, in forward_features
+    x = block.ffn(x)
+        ^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1775, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1786, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/content/VibeVoice-finetuning/src/vibevoice/modular/modular_vibevoice_tokenizer.py", line 595, in forward
+    x = self.linear2(x)
+        ^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1775, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1786, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/linear.py", line 134, in forward
+    return F.linear(input, self.weight, self.bias)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+KeyboardInterrupt
diff --git a/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/requirements.txt b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2978c96caaca9f204690d18885e5adee315acb6
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/requirements.txt
@@ -0,0 +1,752 @@
+setuptools==75.2.0
+types-setuptools==80.10.0.20260124
+pip==24.1.2
+requirements-parser==0.9.0
+cfgv==3.5.0
+s3tokenizer==0.3.0
+datasets==2.21.0
+onnx==1.20.1
+filelock==3.24.2
+vibevoice-finetuning==0.1.0
+fsspec==2024.6.1
+identify==2.6.16
+conformer==0.3.2
+safetensors==0.5.3
+diffusers==0.29.0
+huggingface_hub==0.36.2
+nodeenv==1.10.0
+virtualenv==20.37.0
+pre_commit==4.5.1
+distlib==0.4.0
+tokenizers==0.21.4
+peft==0.7.1
+resampy==0.4.3
+numpy==1.26.4
+resemble-perth==1.0.1
+transformers==4.51.3
+google-colab==1.0.0
+patsy==1.0.2
+aiofiles==24.1.0
+tensorflow-text==2.19.0
+tensorflow-hub==0.16.1
+google-cloud-dataproc==5.24.0
+jsonpickle==4.1.1
+numba-cuda==0.19.2
+treelite==4.4.1
+ucxx-cu12==0.46.0
+opencv-contrib-python==4.13.0.92
+jupyter_server_terminals==0.5.4
+astropy-iers-data==0.2026.2.9.0.50.33
+geemap==0.35.3
+pyshp==3.0.3
+rpy2==3.5.17
+pickleshare==0.7.5
+numexpr==2.14.1
+html5lib==1.1
+music21==9.9.1
+notebook==6.5.7
+ipython==7.34.0
+nvidia-cusparse-cu12==12.5.8.93
+python-utils==3.9.1
+nest-asyncio==1.6.0
+pytz==2025.2
+sphinxcontrib-qthelp==2.0.0
+cuda-toolkit==12.9.1
+google==3.0.0
+PySocks==1.7.1
+tiktoken==0.12.0
+python-json-logger==4.0.0
+backcall==0.2.0
+wordcloud==1.9.6
+google-api-python-client==2.190.0
+ibis-framework==9.5.0
+astunparse==1.6.3
+tomlkit==0.13.3
+jupytext==1.19.1
+opentelemetry-exporter-otlp-proto-common==1.38.0
+pydotplus==2.0.2
+tinycss2==1.4.0
+SecretStorage==3.5.0
+toml==0.10.2
+oauthlib==3.3.1
+markdown-it-py==4.0.0
+highspy==1.13.1
+ormsgpack==1.12.2
+matplotlib-venn==1.1.2
+torchaudio==2.9.0+cu128
+certifi==2026.1.4
+pydub==0.25.1
+joblib==1.5.3
+keyrings.google-artifactregistry-auth==1.1.2
+wandb==0.24.2
+dask==2025.9.1
+grpc-google-iam-v1==0.14.3
+mkl==2025.3.1
+tsfresh==0.21.1
+chardet==5.2.0
+shellingham==1.5.4
+stanio==0.5.1
+tzlocal==5.3.1
+google-pasta==0.2.0
+psutil==5.9.5
+editdistance==0.8.1
+pyspark==4.0.2
+multidict==6.7.1
+cupy-cuda12x==13.6.0
+Werkzeug==3.1.5
+ipykernel==6.17.1
+networkx==3.6.1
+google-cloud-datastore==2.23.0
+typer==0.23.0
+natsort==8.4.0
+tensorflow_decision_forests==1.12.0
+db-dtypes==1.5.0
+fastapi==0.129.0
+python-slugify==8.0.4
+plotnine==0.14.5
+tensorflow-metadata==1.17.3
+mlxtend==0.23.4
+segregation==2.5.3
+tblib==3.2.2
+namex==0.1.0
+google-cloud-trace==1.18.0
+pyasn1==0.6.2
+antlr4-python3-runtime==4.9.3
+keyring==25.7.0
+soupsieve==2.8.3
+lxml==6.0.2
+cramjam==2.11.0
+mgwr==2.2.1
+fastcore==1.12.13
+click-plugins==1.1.1.2
+immutabledict==4.3.0
+tensorflow-probability==0.25.0
+imbalanced-learn==0.14.1
+nvidia-cuda-nvcc-cu12==12.5.82
+gym==0.25.2
+jiter==0.13.0
+click==8.3.1
+simsimd==6.5.12
+hpack==4.1.0
+pointpats==2.5.2
+snowballstemmer==3.0.1
+frozendict==2.4.7
+textblob==0.19.0
+rsa==4.9.1
+pyerfa==2.0.1.5
+ffmpy==1.0.0
+fastjsonschema==2.21.2
+flatbuffers==25.12.19
+colour==0.1.5
+optax==0.2.7
+hyperopt==0.2.7
+fqdn==1.5.1
+google-cloud-audit-log==0.4.0
+langsmith==0.7.1
+pyviz_comms==3.0.6
+widgetsnbextension==3.6.10
+fastrlock==0.8.3
+rasterstats==0.20.0
+google-cloud-core==2.5.0
+entrypoints==0.4
+giddy==2.3.8
+nvidia-curand-cu12==10.3.9.90
+langgraph==1.0.8
+smart_open==7.5.0
+h11==0.16.0
+clarabel==0.11.1
+psycopg2==2.9.11
+splot==1.1.7
+nvidia-nvtx-cu12==12.8.90
+jax-cuda12-pjrt==0.7.2
+multipledispatch==1.0.0
+parsy==2.2
+polars==1.31.0
+pylibcudf-cu12==25.10.0
+jsonschema==4.26.0
+gitdb==4.0.12
+wasabi==1.1.3
+dask-cudf-cu12==25.10.0
+requests-toolbelt==1.0.0
+ratelim==0.1.6
+tqdm==4.67.3
+google-cloud-logging==3.13.0
+pyasn1_modules==0.4.2
+google-auth-oauthlib==1.2.4
+cvxopt==1.3.2
+propcache==0.4.1
+opentelemetry-exporter-gcp-monitoring==1.11.0a0
+catalogue==2.0.10
+missingno==0.5.2
+libcugraph-cu12==25.10.1
+aiosqlite==0.22.1
+soundfile==0.13.1
+psygnal==0.15.1
+python-fasthtml==0.12.41
+opentelemetry-exporter-otlp-proto-http==1.38.0
+google-cloud-storage==3.9.0
+attrs==25.4.0
+xarray==2025.12.0
+ipyevents==2.0.4
+pandas-gbq==0.30.0
+dataproc-spark-connect==1.0.2
+multiprocess==0.70.16
+sniffio==1.3.1
+isoduration==20.11.0
+geopandas==1.1.2
+mistune==3.2.0
+httpcore==1.0.9
+gspread==6.2.1
+holoviews==1.22.1
+portpicker==1.5.2
+libclang==18.1.1
+pyproj==3.7.2
+atpublic==5.1
+linkify-it-py==2.0.3
+uvloop==0.22.1
+nibabel==5.3.3
+fiona==1.10.1
+colorcet==3.1.0
+aiohttp==3.13.3
+idna==3.11
+rapids-logger==0.1.19
+access==1.1.10.post3
+babel==2.18.0
+cryptography==43.0.3
+duckdb==1.3.2
+annotated-types==0.7.0
+fastlite==0.2.4
+omegaconf==2.3.0
+typer-slim==0.23.0
+jaraco.context==6.1.0
+spacy-loggers==1.0.5
+parso==0.8.6
+httpx-sse==0.4.3
+protobuf==5.29.6
+cuda-python==12.9.5
+Jinja2==3.1.6
+sphinxcontrib-jsmath==1.0.1
+umf==1.0.3
+momepy==0.11.0
+python-box==7.3.2
+cons==0.4.7
+earthengine-api==1.5.24
+blosc2==4.0.0
+tenacity==9.1.4
+xyzservices==2025.11.0
+rmm-cu12==25.10.0
+python-dotenv==1.2.1
+cuda-pathfinder==1.3.4
+spanner-graph-notebook==1.1.8
+opentelemetry-semantic-conventions==0.59b0
+docstring_parser==0.17.0
+toolz==0.12.1
+graphviz==0.21
+sqlglot==25.20.2
+xarray-einstats==0.9.1
+nvidia-cudnn-cu12==9.10.2.21
+debugpy==1.8.15
+folium==0.20.0
+nvtx==0.2.14
+cycler==0.12.1
+simplejson==3.20.2
+PyJWT==2.11.0
+nltk==3.9.1
+rapids-dask-dependency==25.10.0
+langchain-core==1.2.12
+multitasking==0.0.12
+gradio_client==1.14.0
+pydata-google-auth==1.9.1
+Bottleneck==1.4.2
+libraft-cu12==25.10.0
+blinker==1.9.0
+einops==0.8.2
+scs==3.2.11
+grpc-interceptor==0.15.4
+google-adk==1.25.0
+autograd==1.8.0
+libkvikio-cu12==25.10.0
+simple-parsing==0.1.8
+spacy==3.8.11
+pycairo==1.29.0
+groovy==0.1.2
+ipyfilechooser==0.6.0
+keras-hub==0.21.1
+astropy==7.2.0
+alabaster==1.0.0
+apswutils==0.1.2
+watchdog==6.0.0
+etils==1.13.0
+geocoder==1.38.1
+google-cloud-speech==2.36.1
+opentelemetry-proto==1.38.0
+tifffile==2026.1.28
+sklearn-compat==0.1.5
+stringzilla==4.6.0
+dopamine_rl==4.1.2
+pycparser==3.0
+notebook_shim==0.2.4
+spacy-legacy==3.0.12
+triton==3.5.0
+gym-notices==0.1.0
+google-auth==2.47.0
+xxhash==3.6.0
+narwhals==2.16.0
+curl_cffi==0.14.0
+ndindex==1.10.1
+jieba==0.42.1
+opentelemetry-exporter-gcp-trace==1.11.0
+safehttpx==0.1.7
+openai==2.20.0
+orbax-checkpoint==0.11.32
+arviz==0.22.0
+brotli==1.2.0
+keras-nlp==0.21.1
+pluggy==1.6.0
+firebase-admin==6.9.0
+rfc3987-syntax==1.1.0
+matplotlib-inline==0.2.1
+terminado==0.18.1
+kagglehub==0.3.13
+smmap==5.0.2
+grpcio==1.78.0
+etuples==0.3.10
+grpcio-status==1.71.2
+requests-oauthlib==2.0.0
+pycryptodomex==3.23.0
+google-cloud-translate==3.24.0
+nvidia-ml-py==13.590.48
+apsw==3.51.2.0
+Cython==3.0.12
+shap==0.50.0
+nvidia-cuda-nvrtc-cu12==12.8.93
+httplib2==0.31.2
+PyOpenGL==3.1.10
+weasel==0.4.3
+google-genai==1.63.0
+charset-normalizer==3.4.4
+cachetools==7.0.1
+librosa==0.11.0
+cuml-cu12==25.10.0
+orjson==3.11.7
+panel==1.8.7
+langgraph-sdk==0.3.5
+alembic==1.18.4
+Authlib==1.6.7
+hf-xet==1.2.0
+librmm-cu12==25.10.0
+itsdangerous==2.2.0
+seaborn==0.13.2
+tensorstore==0.1.81
+PyDrive2==1.21.3
+future==1.0.0
+regex==2025.11.3
+tf_keras==2.19.0
+opentelemetry-resourcedetector-gcp==1.11.0a0
+lightgbm==4.6.0
+webencodings==0.5.1
+pydantic==2.12.3
+nvidia-cuda-cupti-cu12==12.8.90
+ipytree==0.2.2
+Markdown==3.10.2
+proglog==0.1.12
+python-snappy==0.7.3
+torchdata==0.11.0
+libucx-cu12==1.19.0
+jsonpointer==3.0.0
+annotated-doc==0.0.4
+prettytable==3.17.0
+opencv-python-headless==4.13.0.92
+sphinxcontrib-htmlhelp==2.1.0
+torchcodec==0.8.0+cu128
+en_core_web_sm==3.8.0
+matplotlib==3.10.0
+raft-dask-cu12==25.10.0
+cloudpathlib==0.23.0
+google-cloud-bigquery-storage==2.36.1
+typing-inspection==0.4.2
+google-resumable-media==2.8.0
+branca==0.8.2
+tbb==2022.3.1
+lazy_loader==0.4
+pandas-stubs==2.2.2.240909
+Send2Trash==2.1.0
+bqplot==0.12.45
+pysal==25.7
+nvidia-cufile-cu12==1.13.1.3
+mapclassify==2.10.0
+prometheus_client==0.24.1
+pynndescent==0.6.0
+types-pytz==2025.2.0.20251108
+humanize==4.15.0
+timm==1.0.24
+jeepney==0.9.0
+tf-slim==1.1.0
+google-cloud-secret-manager==2.26.0
+jupyter-leaflet==0.20.0
+sympy==1.14.0
+sentencepiece==0.2.1
+pillow==11.3.0
+ale-py==0.11.2
+pylibraft-cu12==25.10.0
+py4j==0.10.9.9
+wcwidth==0.6.0
+h5py==3.15.1
+distributed==2025.9.1
+nvidia-cublas-cu12==12.8.4.1
+spint==1.0.7
+wrapt==2.1.1
+numba==0.60.0
+gymnasium==1.2.3
+httpimport==1.4.1
+google-cloud-iam==2.21.0
+pandocfilters==1.5.1
+inflect==7.5.0
+sentence-transformers==5.2.2
+mdurl==0.1.2
+spglm==1.1.0
+ipython-sql==0.5.0
+google-api-core==2.29.0
+kaggle==1.7.4.5
+cufflinks==0.17.3
+nx-cugraph-cu12==25.10.0
+jaraco.functools==4.4.0
+vega-datasets==0.9.0
+pygame==2.6.1
+pandas-datareader==0.10.0
+progressbar2==4.5.0
+pydot==4.0.1
+aiohappyeyeballs==2.6.1
+uri-template==1.3.0
+ptyprocess==0.7.0
+msgpack==1.1.2
+pyOpenSSL==24.2.1
+easydict==1.13
+distributed-ucxx-cu12==0.46.0
+jax-cuda12-plugin==0.7.2
+ipywidgets==7.7.1
+opentelemetry-exporter-gcp-logging==1.11.0a0
+opencv-python==4.13.0.92
+dm-tree==0.1.9
+greenlet==3.3.1
+nvidia-cufft-cu12==11.3.3.83
+fasttransform==0.0.2
+pylibcugraph-cu12==25.10.1
+iniconfig==2.3.0
+jsonpatch==1.33
+libucxx-cu12==0.46.0
+aiosignal==1.4.0
+jupyter_server==2.14.0
+scikit-image==0.25.2
+arrow==1.4.0
+rich==13.9.4
+dill==0.3.8
+referencing==0.37.0
+hyperframe==6.1.0
+contourpy==1.3.3
+ydf==0.15.0
+logical-unification==0.4.7
+CacheControl==0.14.4
+openpyxl==3.1.5
+google-cloud-bigquery==3.40.1
+rfc3339-validator==0.1.4
+opt_einsum==3.4.0
+SQLAlchemy==2.0.46
+nvidia-cusolver-cu12==11.7.3.90
+PyYAML==6.0.3
+google-crc32c==1.8.0
+uuid_utils==0.14.0
+plum-dispatch==2.6.1
+locket==1.0.0
+sphinxcontrib-devhelp==2.0.0
+bleach==6.3.0
+yarl==1.22.0
+webcolors==25.10.0
+httpx==0.28.1
+jupyter_client==7.4.9
+gradio==5.50.0
+zipp==3.23.0
+miniKanren==1.0.5
+pooch==1.9.0
+intel-openmp==2025.3.2
+gdown==5.2.1
+langgraph-checkpoint==4.0.0
+zict==3.0.0
+prophet==1.3.0
+google-cloud-spanner==3.62.0
+torchao==0.10.0
+kiwisolver==1.4.9
+importlib_metadata==8.7.1
+googledrivedownloader==1.1.0
+termcolor==3.3.0
+cmdstanpy==1.3.0
+torchtune==0.6.1
+keras==3.10.0
+ml_dtypes==0.5.4
+plotly==5.24.1
+docutils==0.21.2
+google-cloud-appengine-logging==1.8.0
+google-cloud-aiplatform==1.137.0
+anywidget==0.9.21
+Farama-Notifications==0.0.4
+tensorflow-datasets==4.9.9
+uc-micro-py==1.0.3
+defusedxml==0.7.1
+tzdata==2025.3
+more-itertools==10.8.0
+tensorboard==2.19.0
+imutils==0.5.4
+cffi==2.0.0
+importlib_resources==6.5.2
+google-cloud-monitoring==2.29.1
+sse-starlette==3.2.0
+tweepy==4.16.0
+platformdirs==4.6.0
+google-ai-generativelanguage==0.6.15
+pycocotools==2.0.11
+ruff==0.15.0
+nbclient==0.10.4
+statsmodels==0.14.6
+slicer==0.0.8
+websockets==15.0.1
+pygit2==1.19.1
+python-louvain==0.16
+dask-cuda==25.10.0
+jax==0.7.2
+mizani==0.13.5
+stumpy==1.13.0
+text-unidecode==1.3
+yellowbrick==1.5
+jupyter_kernel_gateway==2.5.2
+xlrd==2.0.2
+proto-plus==1.27.1
+nvidia-nccl-cu12==2.27.5
+preshed==3.0.12
+sphinxcontrib-serializinghtml==2.0.0
+oauth2client==4.1.3
+decorator==4.4.2
+soxr==1.0.0
+mmh3==5.2.0
+imageio-ffmpeg==0.6.0
+GDAL==3.8.4
+gspread-dataframe==4.0.0
+pydantic-settings==2.12.0
+traittypes==0.2.3
+albumentations==2.0.8
+yfinance==0.2.66
+py-cpuinfo==9.0.0
+watchfiles==1.1.1
+tobler==0.13.0
+pytensor==2.37.0
+jupyter-console==6.6.3
+promise==2.3
+bokeh==3.7.3
+nvidia-cuda-runtime-cu12==12.8.90
+nvidia-cusparselt-cu12==0.7.1
+pydantic_core==2.41.4
+rasterio==1.5.0
+imagesize==1.4.1
+mcp==1.26.0
+betterproto==2.0.0b6
+flax==0.11.2
+fastai==2.8.6
+gin-config==0.5.0
+argon2-cffi-bindings==25.1.0
+bigframes==2.33.0
+googleapis-common-protos==1.72.0
+spaghetti==1.7.6
+inequality==1.1.2
+tensorboard-data-server==0.7.2
+ipython-genutils==0.2.0
+pytest==8.4.2
+PuLP==3.3.0
+cmake==3.31.10
+uritemplate==4.2.0
+treescope==0.1.10
+ImageIO==2.37.2
+eerepr==0.1.2
+zstandard==0.25.0
+google-cloud-pubsub==2.35.0
+anyio==4.12.1
+google-cloud-language==2.19.0
+sqlparse==0.5.5
+google-cloud-bigtable==2.35.0
+grpclib==0.4.9
+altair==5.5.0
+roman-numerals==4.1.0
+typing_extensions==4.15.0
+prompt_toolkit==3.0.52
+google-auth-httplib2==0.3.0
+srsly==2.5.2
+intel-cmplr-lib-ur==2025.3.2
+six==1.17.0
+pymc==5.27.1
+nvidia-cuda-cccl-cu12==12.9.27
+jupyter-events==0.12.0
+rtree==1.4.1
+pyogrio==0.12.1
+cymem==2.0.13
+fastdownload==0.0.7
+audioread==3.1.0
+sortedcontainers==2.4.0
+esda==2.8.1
+pexpect==4.9.0
+rfc3986-validator==0.1.1
+wurlitzer==3.1.1
+sentry-sdk==2.52.0
+uvicorn==0.40.0
+fonttools==4.61.1
+PyWavelets==1.9.0
+param==2.3.2
+langchain==1.2.10
+nbformat==5.10.4
+geopy==2.4.1
+blobfile==3.2.0
+google-cloud-discoveryengine==0.13.12
+jaraco.classes==3.4.0
+beartype==0.22.9
+tables==3.10.2
+mdit-py-plugins==0.5.0
+wheel==0.46.3
+osqp==1.1.1
+holidays==0.90
+opentelemetry-api==1.38.0
+et_xmlfile==2.0.0
+torchsummary==1.5.1
+cuda-bindings==12.9.5
+semantic-version==2.10.0
+overrides==7.7.0
+spopt==0.7.0
+h5netcdf==1.8.1
+torchvision==0.24.0+cu128
+google-generativeai==0.8.6
+threadpoolctl==3.6.0
+umap-learn==0.5.11
+libpysal==4.14.1
+starlette==0.52.1
+jaxlib==0.7.2
+dlib==19.24.6
+jupyterlab_widgets==3.0.16
+httptools==0.7.1
+peewee==3.19.0
+urllib3==2.5.0
+pyzmq==26.2.1
+pyarrow==18.1.0
+colorlover==0.3.0
+ipyparallel==8.8.0
+roman-numerals-py==4.1.0
+Sphinx==8.2.3
+python-dateutil==2.9.0.post0
+google-cloud-bigquery-connection==1.20.0
+jsonschema-specifications==2025.9.1
+typeguard==4.4.4
+tensorflow==2.19.0
+cudf-polars-cu12==25.10.0
+cyipopt==1.5.0
+xgboost==3.2.0
+llvmlite==0.43.0
+fastprogress==1.1.3
+partd==1.4.2
+gast==0.7.0
+ipyleaflet==0.20.0
+scooby==0.11.0
+nvidia-nvshmem-cu12==3.3.20
+langgraph-prebuilt==1.0.7
+shapely==2.1.2
+mpmath==1.3.0
+nbconvert==7.17.0
+pyperclip==1.11.0
+glob2==0.7
+python-multipart==0.0.22
+optree==0.18.0
+nbclassic==1.3.3
+traitlets==5.7.1
+geographiclib==2.1
+beautifulsoup4==4.13.5
+moviepy==1.0.3
+hdbscan==0.8.41
+Flask==3.1.2
+jupyter_core==5.9.1
+nvidia-nvjitlink-cu12==12.8.93
+GitPython==3.1.46
+argon2-cffi==25.1.0
+MarkupSafe==3.0.3
+spreg==1.8.5
+quantecon==0.10.1
+cloudpickle==3.1.2
+Pygments==2.19.2
+torch==2.9.0+cu128
+google-cloud-resource-manager==1.16.0
+pyomo==6.9.5
+affine==2.4.0
+ply==3.11
+scipy==1.16.3
+accelerate==1.12.0
+cudf-cu12==25.10.0
+gcsfs==2025.3.0
+blis==1.3.3
+frozenlist==1.8.0
+scikit-learn==1.6.1
+community==1.0.0b1
+google-cloud-firestore==2.23.0
+deprecation==2.1.0
+rpds-py==0.30.0
+Mako==1.3.10
+absl-py==1.4.0
+array_record==0.8.3
+opentelemetry-sdk==1.38.0
+packaging==26.0
+onemkl-license==2025.3.1
+tabulate==0.9.0
+cvxpy==1.6.7
+libcuml-cu12==25.10.0
+google-cloud-functions==1.22.0
+h2==4.3.0
+murmurhash==1.0.15
+lark==1.3.1
+PyGObject==3.48.2
+thinc==8.3.10
+grain==0.2.15
+sklearn-pandas==2.2.0
+pandas==2.2.2
+jupyterlab_pygments==0.3.0
+websocket-client==1.9.0
+sphinxcontrib-applehelp==2.0.0
+albucore==0.0.24
+tcmlib==1.4.1
+tornado==6.5.1
+pyparsing==3.3.2
+confection==0.1.5
+cuda-core==0.3.2
+requests==2.32.4
+sqlalchemy-spanner==1.17.2
+cligj==0.7.2
+distro==1.9.0
+bigquery-magics==0.12.0
+libcudf-cu12==25.10.0
+python-apt==0.0.0
+vibevoice-finetuning==0.1.0
+httplib2==0.20.2
+cryptography==3.4.8
+distro==1.7.0
+PyJWT==2.3.0
+blinker==1.4
+six==1.16.0
+jeepney==0.7.1
+pyparsing==2.4.7
+python-apt==2.4.0+ubuntu4.1
+more-itertools==8.10.0
+oauthlib==3.2.0
+SecretStorage==3.3.1
+importlib-metadata==4.6.4
+launchpadlib==1.10.16
+lazr.uri==1.0.6
+zipp==1.0.0
+keyring==23.5.0
+dbus-python==1.2.18
+PyGObject==3.42.1
+lazr.restfulclient==0.14.4
+wadllib==1.3.6
+Markdown==3.3.6
+MarkupSafe==2.0.1
+Mako==1.1.3
diff --git a/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/wandb-metadata.json b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/wandb-metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..355524702dbf19e1a382585dd2968ff5c6256379
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/wandb-metadata.json
@@ -0,0 +1,98 @@
+{
+  "os": "Linux-6.6.105+-x86_64-with-glibc2.35",
+  "python": "CPython 3.12.12",
+  "startedAt": "2026-02-18T14:36:17.761028Z",
+  "args": [
+    "--model_name_or_path",
+    "microsoft/VibeVoice-1.5B",
+    "--processor_name_or_path",
+    "vibevoice/processor",
+    "--text_column_name",
+    "text",
+    "--audio_column_name",
+    "audio",
+    "--voice_prompts_column_name",
+    "voice_prompts",
+    "--output_dir",
+    "/content/",
+    "--per_device_train_batch_size",
+    "1",
+    "--gradient_accumulation_steps",
+    "12",
+    "--learning_rate",
+    "5e-5",
+    "--num_train_epochs",
+    "10",
+    "--logging_steps",
+    "10",
+    "--save_steps",
+    "60",
+    "--eval_steps",
+    "80",
+    "--report_to",
+    "wandb",
+    "--lora_r",
+    "32",
+    "--lora_alpha",
+    "64",
+    "--remove_unused_columns",
+    "False",
+    "--fp16",
+    "True",
+    "--do_train",
+    "--gradient_clipping",
+    "--gradient_checkpointing",
+    "False",
+    "--ddpm_batch_mul",
+    "1",
+    "--diffusion_loss_weight",
+    "1.7",
+    "--train_diffusion_head",
+    "True",
+    "--ce_loss_weight",
+    "1.1",
+    "--voice_prompt_drop_rate",
+    "0.35",
+    "--lora_target_modules",
+    "q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
+    "--lr_scheduler_type",
+    "cosine",
+    "--warmup_ratio",
+    "0.1",
+    "--max_grad_norm",
+    "0.6"
+  ],
+  "program": "-m src.finetune_vibevoice_lora0",
+  "git": {
+    "remote": "https://github.com/voicepowered-ai/VibeVoice-finetuning.git",
+    "commit": "f74368637dd67fc3895d9f81365c50e65ae0641c"
+  },
+  "email": "aralien0907@gmail.com",
+  "root": "/content/VibeVoice-finetuning",
+  "host": "d690d73e974e",
+  "executable": "/usr/bin/python3",
+  "cpu_count": 1,
+  "cpu_count_logical": 2,
+  "gpu": "Tesla T4",
+  "gpu_count": 1,
+  "disk": {
+    "/": {
+      "total": "120942624768",
+      "used": "58461388800"
+    }
+  },
+  "memory": {
+    "total": "13605851136"
+  },
+  "gpu_nvidia": [
+    {
+      "name": "Tesla T4",
+      "memoryTotal": "16106127360",
+      "cudaCores": 2560,
+      "architecture": "Turing",
+      "uuid": "GPU-7e69ea04-764f-97d5-5a16-fe87280f30f7"
+    }
+  ],
+  "cudaVersion": "13.0",
+  "writerId": "t9iezcc8p78hk4ahqovb3s40i4tbnxqa"
+}
\ No newline at end of file
diff --git a/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/wandb-summary.json b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/wandb-summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef773b4fda66321352166e9c3fc73ab1051c12c7
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/files/wandb-summary.json
@@ -0,0 +1 @@
+{"train/train/learning_rate_real":1.5e-06,"train/train/diffusion_loss":0.5643084049224854,"_step":468,"train/learning_rate":1.0000000000000002e-06,"train/grad_norm":567.853515625,"_wandb":{"runtime":271},"train/debug/num_lat_loss":66,"train/debug/num_lat_total":137,"_timestamp":1.77142560625742e+09,"train/loss":266.6681,"train/epoch":0.04,"train/debug/num_tok_total":137,"train/global_step":12,"_runtime":271,"train/debug/num_tok_loss":66,"train/train/ce_loss":19.88117790222168}
\ No newline at end of file
diff --git a/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/logs/debug-core.log b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/logs/debug-core.log
new file mode 100644
index 0000000000000000000000000000000000000000..a83fc70ecc350956c79924334758810168502362
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/logs/debug-core.log
@@ -0,0 +1,15 @@
+{"time":"2026-02-18T14:36:18.318814742Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmp0wbus73a/port-5160.txt","pid":5160,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
+{"time":"2026-02-18T14:36:18.321087077Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":5160}
+{"time":"2026-02-18T14:36:18.321067352Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/wandb-5160-5567-2770610517/socket","Net":"unix"}}
+{"time":"2026-02-18T14:36:18.399979831Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
+{"time":"2026-02-18T14:36:18.409154509Z","level":"INFO","msg":"handleInformInit: received","streamId":"09tsct60","id":"1(@)"}
+{"time":"2026-02-18T14:36:18.628861539Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"09tsct60","id":"1(@)"}
+{"time":"2026-02-18T14:36:24.874341837Z","level":"INFO","msg":"connection: cancelling request","id":"1(@)","requestId":"pjma6uerg29o"}
+{"time":"2026-02-18T14:40:50.543872095Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"1(@)"}
+{"time":"2026-02-18T14:40:50.574774548Z","level":"INFO","msg":"server is shutting down"}
+{"time":"2026-02-18T14:40:50.572588823Z","level":"INFO","msg":"connection: closing","id":"1(@)"}
+{"time":"2026-02-18T14:40:50.574865205Z","level":"INFO","msg":"connection: closed successfully","id":"1(@)"}
+{"time":"2026-02-18T14:40:50.58755877Z","level":"INFO","msg":"server: listener closed","addr":{"Name":"/tmp/wandb-5160-5567-2770610517/socket","Net":"unix"}}
+{"time":"2026-02-18T14:40:51.310034699Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"1(@)"}
+{"time":"2026-02-18T14:40:51.310110514Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"1(@)"}
+{"time":"2026-02-18T14:40:51.310270762Z","level":"INFO","msg":"server is closed"}
diff --git a/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/logs/debug-internal.log b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/logs/debug-internal.log
new file mode 100644
index 0000000000000000000000000000000000000000..83d6623d8ae431cf59ad9de60807c621fb0b3128
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/logs/debug-internal.log
@@ -0,0 +1,13 @@
+{"time":"2026-02-18T14:36:18.40937558Z","level":"INFO","msg":"stream: starting","core version":"0.24.2"}
+{"time":"2026-02-18T14:36:18.628487285Z","level":"INFO","msg":"stream: created new stream","id":"09tsct60"}
+{"time":"2026-02-18T14:36:18.62869693Z","level":"INFO","msg":"handler: started","stream_id":"09tsct60"}
+{"time":"2026-02-18T14:36:18.62884976Z","level":"INFO","msg":"stream: started","id":"09tsct60"}
+{"time":"2026-02-18T14:36:18.628893218Z","level":"INFO","msg":"writer: started","stream_id":"09tsct60"}
+{"time":"2026-02-18T14:36:18.629017724Z","level":"INFO","msg":"sender: started","stream_id":"09tsct60"}
+{"time":"2026-02-18T14:40:50.527866219Z","level":"INFO","msg":"flowcontrol: backed up, offloading to disk","recordNumber":4799}
+{"time":"2026-02-18T14:40:50.559873809Z","level":"INFO","msg":"stream: closing","id":"09tsct60"}
+{"time":"2026-02-18T14:40:50.553537947Z","level":"INFO","msg":"flowcontrol: unblocked","totalOffloaded":1}
+{"time":"2026-02-18T14:40:51.145529744Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"}
+{"time":"2026-02-18T14:40:51.304192086Z","level":"INFO","msg":"handler: closed","stream_id":"09tsct60"}
+{"time":"2026-02-18T14:40:51.306845729Z","level":"INFO","msg":"sender: closed","stream_id":"09tsct60"}
+{"time":"2026-02-18T14:40:51.30689593Z","level":"INFO","msg":"stream: closed","id":"09tsct60"}
diff --git a/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/logs/debug.log b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/logs/debug.log
new file mode 100644
index 0000000000000000000000000000000000000000..ddec4c825bd09d0353affbb9f1515fd26074cbc8
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/logs/debug.log
@@ -0,0 +1,24 @@
+2026-02-18 14:36:17,765 INFO    MainThread:5160 [wandb_setup.py:_flush():81] Current SDK version is 0.24.2
+2026-02-18 14:36:17,765 INFO    MainThread:5160 [wandb_setup.py:_flush():81] Configure stats pid to 5160
+2026-02-18 14:36:17,765 INFO    MainThread:5160 [wandb_setup.py:_flush():81] Loading settings from environment variables
+2026-02-18 14:36:17,765 INFO    MainThread:5160 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /content/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/logs/debug.log
+2026-02-18 14:36:17,765 INFO    MainThread:5160 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /content/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/logs/debug-internal.log
+2026-02-18 14:36:17,765 INFO    MainThread:5160 [wandb_init.py:init():844] calling init triggers
+2026-02-18 14:36:17,765 INFO    MainThread:5160 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
+config: {'_wandb': {}}
+2026-02-18 14:36:17,765 INFO    MainThread:5160 [wandb_init.py:init():892] starting backend
+2026-02-18 14:36:18,399 INFO    MainThread:5160 [wandb_init.py:init():895] sending inform_init request
+2026-02-18 14:36:18,405 INFO    MainThread:5160 [wandb_init.py:init():903] backend started and connected
+2026-02-18 14:36:18,409 INFO    MainThread:5160 [wandb_init.py:init():973] updated telemetry
+2026-02-18 14:36:18,441 INFO    MainThread:5160 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
+2026-02-18 14:36:18,803 INFO    MainThread:5160 [wandb_init.py:init():1042] starting run threads in backend
+2026-02-18 14:36:19,867 INFO    MainThread:5160 [wandb_run.py:_console_start():2529] atexit reg
+2026-02-18 14:36:19,868 INFO    MainThread:5160 [wandb_run.py:_redirect():2377] redirect: wrap_raw
+2026-02-18 14:36:19,868 INFO    MainThread:5160 [wandb_run.py:_redirect():2446] Wrapping output streams.
+2026-02-18 14:36:19,868 INFO    MainThread:5160 [wandb_run.py:_redirect():2469] Redirects installed.
+2026-02-18 14:36:19,871 INFO    MainThread:5160 [wandb_init.py:init():1082] run started, returning control to user process
+2026-02-18 14:36:19,874 INFO    MainThread:5160 [wandb_run.py:_config_callback():1404] config_cb None None {'acoustic_tokenizer_config': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_acoustic_tokenizer', 'channels': 1, 'corpus_normalize': 0.0, 'causal': True, 'vae_dim': 64, 'fix_std': 0.5, 'std_dist_type': 'gaussian', 'conv_norm': 'none', 'pad_mode': 'constant', 'layernorm_eps': 1e-05, 'disable_last_norm': True, 'layernorm': 'RMSNorm', 'layernorm_elementwise_affine': True, 'conv_bias': True, 'layer_scale_init_value': 1e-06, 'weight_init_value': 0.01, 'mixer_layer': 'depthwise_conv', 'encoder_n_filters': 32, 'encoder_ratios': [8, 5, 5, 4, 2, 2], 'encoder_depths': '3-3-3-3-3-3-8', 'decoder_ratios': [8, 5, 5, 4, 2, 2], 'decoder_n_filters': 32, 'decoder_depths': None}, 'semantic_tokenizer_config': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_semantic_tokenizer', 'channels': 1, 'corpus_normalize': 0.0, 'causal': True, 'vae_dim': 128, 'fix_std': 0, 'std_dist_type': 'none', 'conv_norm': 'none', 'pad_mode': 'constant', 'layernorm_eps': 1e-05, 'disable_last_norm': True, 'layernorm': 'RMSNorm', 'layernorm_elementwise_affine': True, 'conv_bias': True, 'layer_scale_init_value': 1e-06, 'weight_init_value': 0.01, 'mixer_layer': 'depthwise_conv', 'encoder_n_filters': 32, 'encoder_ratios': [8, 5, 5, 4, 2, 2], 'encoder_depths': '3-3-3-3-3-3-8'}, 'decoder_config': {'vocab_size': 151936, 'max_position_embeddings': 65536, 'hidden_size': 1536, 'intermediate_size': 8960, 'num_hidden_layers': 28, 'num_attention_heads': 12, 'use_sliding_window': False, 'sliding_window': None, 'max_window_layers': 28, 'num_key_value_heads': 2, 'hidden_act': 'silu', 'initializer_range': 0.02, 'rms_norm_eps': 1e-06, 'use_cache': True, 'rope_theta': 1000000.0, 'rope_scaling': None, 'attention_dropout': 0.0, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'qwen2'}, 'diffusion_head_config': {'hidden_size': 1536, 'head_layers': 4, 'head_ffn_ratio': 3.0, 'rms_norm_eps': 1e-05, 'latent_size': 64, 'speech_vae_dim': 64, 'prediction_type': 'v_prediction', 'diffusion_type': 'ddpm', 'ddpm_num_steps': 1000, 'ddpm_num_inference_steps': 20, 'ddpm_beta_schedule': 'cosine', 'ddpm_batch_mul': 4, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_diffusion_head'}, 'acoustic_vae_dim': 64, 'semantic_vae_dim': 128, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['VibeVoiceForConditionalGeneration'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'microsoft/VibeVoice-1.5B', '_attn_implementation_autoset': True, 'transformers_version': '4.51.3', 'model_type': 'vibevoice', 'output_dir': '/content/', 'overwrite_output_dir': False, 'do_train': True, 'do_eval': False, 'do_predict': False, 'eval_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 1, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 12, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 5e-05, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 0.6, 'num_train_epochs': 10.0, 'max_steps': -1, 'lr_scheduler_type': 'cosine', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.1, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/content/runs/Feb18_14-35-16_d690d73e974e', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 60, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 80.0, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '/content/', 'disable_tqdm': False, 'remove_unused_columns': False, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'tp_size': 0, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False, 'ddpm_batch_mul': 1, 'ce_loss_weight': 1.1, 'diffusion_loss_weight': 1.7, 'debug_ce_details': False, 'debug_ce_topk': 5, 'debug_ce_max_examples': 1, 'debug_ce_every_n_steps': 200, 'gradient_clipping': True, 'debug_save': False}
+2026-02-18 14:36:19,885 INFO    MainThread:5160 [wandb_config.py:__setitem__():154] [no run ID] config set model/num_parameters = 2740951521 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7a0cd1e10680>>
+2026-02-18 14:36:19,885 INFO    MainThread:5160 [wandb_run.py:_config_callback():1404] config_cb model/num_parameters 2740951521 None
+2026-02-18 14:40:50,510 INFO    wandb-AsyncioManager-main:5160 [service_client.py:_forward_responses():94] Reached EOF.
+2026-02-18 14:40:50,513 INFO    wandb-AsyncioManager-main:5160 [mailbox.py:close():154] Closing mailbox, abandoning 1 handles.
diff --git a/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/run-09tsct60.wandb b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/run-09tsct60.wandb
new file mode 100644
index 0000000000000000000000000000000000000000..c8c797e8ce4dc9d0b584ed51e8f7a4a7fd4ff56b
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/run-09tsct60.wandb
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5083e9e5897c5349767d9c50522c2f48e6acda766e864f4b7df536bf2813261
+size 546216
diff --git a/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/files/output.log b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/files/output.log
new file mode 100644
index 0000000000000000000000000000000000000000..4fc8a8e227445a0b89fdd0bba0b96b40792c1af8
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/files/output.log
@@ -0,0 +1,470 @@
+                                       
+{'debug/num_tok_total': 145.0, 'debug/num_tok_loss': 39.0, 'debug/num_lat_total': 145.0, 'debug/num_lat_loss': 39.0, 'epoch': 0}
+{'train/ce_loss': 17.624103546142578, 'train/diffusion_loss': 0.7094717025756836, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 152.0, 'debug/num_tok_loss': 45.0, 'debug/num_lat_total': 152.0, 'debug/num_lat_loss': 45.0, 'epoch': 0}
+{'train/ce_loss': 18.688594818115234, 'train/diffusion_loss': 0.5714285373687744, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 85.0, 'debug/num_tok_loss': 34.0, 'debug/num_lat_total': 85.0, 'debug/num_lat_loss': 34.0, 'epoch': 0}
+{'train/ce_loss': 17.47560691833496, 'train/diffusion_loss': 0.5668375492095947, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 166.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 166.0, 'debug/num_lat_loss': 117.0, 'epoch': 0}
+{'train/ce_loss': 20.7196044921875, 'train/diffusion_loss': 0.6255993247032166, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 154.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 154.0, 'debug/num_lat_loss': 83.0, 'epoch': 0}
+{'train/ce_loss': 20.959171295166016, 'train/diffusion_loss': 0.6066958904266357, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 153.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 153.0, 'debug/num_lat_loss': 47.0, 'epoch': 0}
+{'train/ce_loss': 18.233762741088867, 'train/diffusion_loss': 0.5949330925941467, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 30.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 30.0, 'epoch': 0}
+{'train/ce_loss': 16.892210006713867, 'train/diffusion_loss': 0.6077481508255005, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 138.0, 'debug/num_tok_loss': 31.0, 'debug/num_lat_total': 138.0, 'debug/num_lat_loss': 31.0, 'epoch': 0}
+{'train/ce_loss': 16.396814346313477, 'train/diffusion_loss': 0.60689377784729, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 63.0, 'epoch': 0}
+{'train/ce_loss': 19.0556583404541, 'train/diffusion_loss': 0.5751490592956543, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 99.0, 'debug/num_tok_loss': 35.0, 'debug/num_lat_total': 99.0, 'debug/num_lat_loss': 35.0, 'epoch': 0}
+{'train/ce_loss': 17.942827224731445, 'train/diffusion_loss': 0.5633095502853394, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.0}
+{'train/ce_loss': 20.29229164123535, 'train/diffusion_loss': 0.5666168928146362, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 117.0, 'debug/num_tok_loss': 11.0, 'debug/num_lat_total': 117.0, 'debug/num_lat_loss': 11.0, 'epoch': 0.0}
+{'train/ce_loss': 13.591137886047363, 'train/diffusion_loss': 0.4021272659301758, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.0}
+{'train/ce_loss': 21.090343475341797, 'train/diffusion_loss': 0.6082291007041931, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 148.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 148.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.0}
+{'train/ce_loss': 19.46612548828125, 'train/diffusion_loss': 0.6474497318267822, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 116.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 116.0, 'debug/num_lat_loss': 47.0, 'epoch': 0.0}
+{'train/ce_loss': 18.134809494018555, 'train/diffusion_loss': 0.6856439113616943, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 161.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 161.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.0}
+{'train/ce_loss': 20.820384979248047, 'train/diffusion_loss': 0.5715802311897278, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.0}
+{'train/ce_loss': 19.09589385986328, 'train/diffusion_loss': 0.5783407092094421, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 158.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 158.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.0}
+{'train/ce_loss': 20.06045150756836, 'train/diffusion_loss': 0.5878459215164185, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 180.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 180.0, 'debug/num_lat_loss': 73.0, 'epoch': 0.0}
+{'train/ce_loss': 20.345367431640625, 'train/diffusion_loss': 0.652065098285675, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 101.0, 'debug/num_tok_loss': 20.0, 'debug/num_lat_total': 101.0, 'debug/num_lat_loss': 20.0, 'epoch': 0.0}
+{'train/ce_loss': 15.036038398742676, 'train/diffusion_loss': 0.387031227350235, 'epoch': 0.0}
+{'train/learning_rate_real': 0.0, 'epoch': 0.0}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.01}
+{'train/ce_loss': 20.343006134033203, 'train/diffusion_loss': 0.6079820394515991, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 149.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 149.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.01}
+{'train/ce_loss': 20.710960388183594, 'train/diffusion_loss': 0.5807090401649475, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 147.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 147.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.01}
+{'train/ce_loss': 19.858078002929688, 'train/diffusion_loss': 0.6235314011573792, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 134.0, 'debug/num_tok_loss': 27.0, 'debug/num_lat_total': 134.0, 'debug/num_lat_loss': 27.0, 'epoch': 0.01}
+{'train/ce_loss': 16.209667205810547, 'train/diffusion_loss': 0.5468798875808716, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 128.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 128.0, 'debug/num_lat_loss': 76.0, 'epoch': 0.01}
+{'train/ce_loss': 19.85587501525879, 'train/diffusion_loss': 0.6201486587524414, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 107.0, 'debug/num_tok_loss': 43.0, 'debug/num_lat_total': 107.0, 'debug/num_lat_loss': 43.0, 'epoch': 0.01}
+{'train/ce_loss': 19.119394302368164, 'train/diffusion_loss': 0.6161847710609436, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 98.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 98.0, 'debug/num_lat_loss': 47.0, 'epoch': 0.01}
+{'train/ce_loss': 16.98512840270996, 'train/diffusion_loss': 0.6135052442550659, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 115.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 115.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.01}
+{'train/ce_loss': 20.251426696777344, 'train/diffusion_loss': 0.6778286695480347, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 121.0, 'debug/num_tok_loss': 52.0, 'debug/num_lat_total': 121.0, 'debug/num_lat_loss': 52.0, 'epoch': 0.01}
+{'train/ce_loss': 19.211193084716797, 'train/diffusion_loss': 0.5722253918647766, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 19.677370071411133, 'train/diffusion_loss': 0.6380274295806885, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 168.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 168.0, 'debug/num_lat_loss': 61.0, 'epoch': 0.01}
+{'train/ce_loss': 19.51193618774414, 'train/diffusion_loss': 0.6553022861480713, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.01}
+{'train/ce_loss': 20.536746978759766, 'train/diffusion_loss': 0.6725964546203613, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 89.0, 'epoch': 0.01}
+{'train/ce_loss': 20.379037857055664, 'train/diffusion_loss': 0.6461488008499146, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 49.0, 'debug/num_tok_loss': 30.0, 'debug/num_lat_total': 49.0, 'debug/num_lat_loss': 30.0, 'epoch': 0.01}
+{'train/ce_loss': 16.79844856262207, 'train/diffusion_loss': 0.6155766248703003, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 182.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 182.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.01}
+{'train/ce_loss': 21.026275634765625, 'train/diffusion_loss': 0.5858950614929199, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 104.0, 'epoch': 0.01}
+{'train/ce_loss': 21.564098358154297, 'train/diffusion_loss': 0.641681969165802, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 114.0, 'debug/num_tok_loss': 65.0, 'debug/num_lat_total': 114.0, 'debug/num_lat_loss': 65.0, 'epoch': 0.01}
+{'train/ce_loss': 18.807844161987305, 'train/diffusion_loss': 0.6348744034767151, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 151.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 151.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.01}
+{'train/ce_loss': 19.74795150756836, 'train/diffusion_loss': 0.6446933150291443, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 138.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 138.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.01}
+{'train/ce_loss': 20.13687515258789, 'train/diffusion_loss': 0.5867917537689209, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 134.0, 'debug/num_tok_loss': 28.0, 'debug/num_lat_total': 134.0, 'debug/num_lat_loss': 28.0, 'epoch': 0.01}
+{'train/ce_loss': 16.64942741394043, 'train/diffusion_loss': 0.48928365111351013, 'epoch': 0.01}
+{'train/learning_rate_real': 0.0, 'epoch': 0.01}
+{'debug/num_tok_total': 166.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 166.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.01}
+{'train/ce_loss': 19.190689086914062, 'train/diffusion_loss': 0.5625889301300049, 'epoch': 0.01}
+{'train/learning_rate_real': 1.7361111111111112e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 130.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 130.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.01}
+{'train/ce_loss': 19.898826599121094, 'train/diffusion_loss': 0.6222584247589111, 'epoch': 0.01}
+{'train/learning_rate_real': 1.7361111111111112e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 162.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 162.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.01}
+{'train/ce_loss': 20.198333740234375, 'train/diffusion_loss': 0.5587427616119385, 'epoch': 0.01}
+{'train/learning_rate_real': 1.7361111111111112e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 19.82209587097168, 'train/diffusion_loss': 0.6874608993530273, 'epoch': 0.01}
+{'train/learning_rate_real': 1.7361111111111112e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 145.0, 'debug/num_tok_loss': 64.0, 'debug/num_lat_total': 145.0, 'debug/num_lat_loss': 64.0, 'epoch': 0.01}
+{'train/ce_loss': 19.807933807373047, 'train/diffusion_loss': 0.6290066242218018, 'epoch': 0.01}
+{'train/learning_rate_real': 1.7361111111111112e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 162.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 162.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.01}
+{'train/ce_loss': 20.285276412963867, 'train/diffusion_loss': 0.6258421540260315, 'epoch': 0.01}
+{'train/learning_rate_real': 1.7361111111111112e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.01}
+{'train/ce_loss': 18.537385940551758, 'train/diffusion_loss': 0.6116793751716614, 'epoch': 0.01}
+{'train/learning_rate_real': 1.7361111111111112e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 143.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 143.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 20.56442642211914, 'train/diffusion_loss': 0.6365885138511658, 'epoch': 0.01}
+{'train/learning_rate_real': 1.7361111111111112e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 86.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 86.0, 'debug/num_lat_loss': 67.0, 'epoch': 0.01}
+{'train/ce_loss': 19.567869186401367, 'train/diffusion_loss': 0.6358458995819092, 'epoch': 0.01}
+{'train/learning_rate_real': 1.7361111111111112e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 83.0, 'debug/num_tok_loss': 32.0, 'debug/num_lat_total': 83.0, 'debug/num_lat_loss': 32.0, 'epoch': 0.01}
+{'train/ce_loss': 16.667713165283203, 'train/diffusion_loss': 0.5608019232749939, 'epoch': 0.01}
+{'train/learning_rate_real': 1.7361111111111112e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 106.0, 'debug/num_tok_loss': 55.0, 'debug/num_lat_total': 106.0, 'debug/num_lat_loss': 55.0, 'epoch': 0.01}
+{'train/ce_loss': 18.439180374145508, 'train/diffusion_loss': 0.5450182557106018, 'epoch': 0.01}
+{'train/learning_rate_real': 3.4722222222222224e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 147.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 147.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.01}
+{'train/ce_loss': 19.91761589050293, 'train/diffusion_loss': 0.6027352213859558, 'epoch': 0.01}
+{'train/learning_rate_real': 3.4722222222222224e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 135.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 135.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.01}
+{'train/ce_loss': 19.548765182495117, 'train/diffusion_loss': 0.5743993520736694, 'epoch': 0.01}
+{'train/learning_rate_real': 3.4722222222222224e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 103.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 103.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.01}
+{'train/ce_loss': 18.7719669342041, 'train/diffusion_loss': 0.6757559776306152, 'epoch': 0.01}
+{'train/learning_rate_real': 3.4722222222222224e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 84.0, 'debug/num_tok_loss': 32.0, 'debug/num_lat_total': 84.0, 'debug/num_lat_loss': 32.0, 'epoch': 0.01}
+{'train/ce_loss': 16.76695442199707, 'train/diffusion_loss': 0.4784492552280426, 'epoch': 0.01}
+{'train/learning_rate_real': 3.4722222222222224e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 144.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 144.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.01}
+{'train/ce_loss': 20.4174861907959, 'train/diffusion_loss': 0.6582851409912109, 'epoch': 0.01}
+{'train/learning_rate_real': 3.4722222222222224e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 153.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 153.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.01}
+{'train/ce_loss': 20.302064895629883, 'train/diffusion_loss': 0.5814523696899414, 'epoch': 0.01}
+{'train/learning_rate_real': 3.4722222222222224e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 184.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 184.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.01}
+{'train/ce_loss': 21.093482971191406, 'train/diffusion_loss': 0.6613051891326904, 'epoch': 0.01}
+{'train/learning_rate_real': 3.4722222222222224e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 102.0, 'debug/num_tok_loss': 31.0, 'debug/num_lat_total': 102.0, 'debug/num_lat_loss': 31.0, 'epoch': 0.01}
+{'train/ce_loss': 17.367095947265625, 'train/diffusion_loss': 0.5023490786552429, 'epoch': 0.01}
+{'train/learning_rate_real': 3.4722222222222224e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 124.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 124.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.01}
+{'train/ce_loss': 19.724761962890625, 'train/diffusion_loss': 0.5076276659965515, 'epoch': 0.01}
+{'train/learning_rate_real': 3.4722222222222224e-07, 'epoch': 0.01}
+{'debug/num_tok_total': 167.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 167.0, 'debug/num_lat_loss': 115.0, 'epoch': 0.02}
+{'train/ce_loss': 20.933704376220703, 'train/diffusion_loss': 0.6400501728057861, 'epoch': 0.02}
+{'train/learning_rate_real': 5.208333333333334e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 137.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 137.0, 'debug/num_lat_loss': 73.0, 'epoch': 0.02}
+{'train/ce_loss': 20.078731536865234, 'train/diffusion_loss': 0.7650999426841736, 'epoch': 0.02}
+{'train/learning_rate_real': 5.208333333333334e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 182.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 182.0, 'debug/num_lat_loss': 76.0, 'epoch': 0.02}
+{'train/ce_loss': 20.279762268066406, 'train/diffusion_loss': 0.608095645904541, 'epoch': 0.02}
+{'train/learning_rate_real': 5.208333333333334e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 108.0, 'debug/num_tok_loss': 37.0, 'debug/num_lat_total': 108.0, 'debug/num_lat_loss': 37.0, 'epoch': 0.02}
+{'train/ce_loss': 17.907001495361328, 'train/diffusion_loss': 0.605061948299408, 'epoch': 0.02}
+{'train/learning_rate_real': 5.208333333333334e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 189.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 189.0, 'debug/num_lat_loss': 82.0, 'epoch': 0.02}
+{'train/ce_loss': 20.549320220947266, 'train/diffusion_loss': 0.6228569746017456, 'epoch': 0.02}
+{'train/learning_rate_real': 5.208333333333334e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 104.0, 'debug/num_tok_loss': 40.0, 'debug/num_lat_total': 104.0, 'debug/num_lat_loss': 40.0, 'epoch': 0.02}
+{'train/ce_loss': 17.75079917907715, 'train/diffusion_loss': 0.656035840511322, 'epoch': 0.02}
+{'train/learning_rate_real': 5.208333333333334e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 146.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 146.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.02}
+{'train/ce_loss': 20.207656860351562, 'train/diffusion_loss': 0.6561698317527771, 'epoch': 0.02}
+{'train/learning_rate_real': 5.208333333333334e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 189.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 189.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.02}
+{'train/ce_loss': 21.397130966186523, 'train/diffusion_loss': 0.6742449998855591, 'epoch': 0.02}
+{'train/learning_rate_real': 5.208333333333334e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 111.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 111.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.02}
+{'train/ce_loss': 18.437355041503906, 'train/diffusion_loss': 0.6292180418968201, 'epoch': 0.02}
+{'train/learning_rate_real': 5.208333333333334e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 117.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 117.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.02}
+{'train/ce_loss': 19.421100616455078, 'train/diffusion_loss': 0.6108461022377014, 'epoch': 0.02}
+{'train/learning_rate_real': 5.208333333333334e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 148.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 148.0, 'debug/num_lat_loss': 79.0, 'epoch': 0.02}
+{'train/ce_loss': 19.715457916259766, 'train/diffusion_loss': 0.6650787591934204, 'epoch': 0.02}
+{'train/learning_rate_real': 6.944444444444445e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 79.0, 'epoch': 0.02}
+{'train/ce_loss': 20.478893280029297, 'train/diffusion_loss': 0.6187779307365417, 'epoch': 0.02}
+{'train/learning_rate_real': 6.944444444444445e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 125.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 125.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.02}
+{'train/ce_loss': 20.241918563842773, 'train/diffusion_loss': 0.6300225853919983, 'epoch': 0.02}
+{'train/learning_rate_real': 6.944444444444445e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 139.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 139.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.02}
+{'train/ce_loss': 20.19538116455078, 'train/diffusion_loss': 0.6443847417831421, 'epoch': 0.02}
+{'train/learning_rate_real': 6.944444444444445e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 116.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 116.0, 'debug/num_lat_loss': 47.0, 'epoch': 0.02}
+{'train/ce_loss': 18.69656753540039, 'train/diffusion_loss': 0.5089635252952576, 'epoch': 0.02}
+{'train/learning_rate_real': 6.944444444444445e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.02}
+{'train/ce_loss': 21.017518997192383, 'train/diffusion_loss': 0.6502640247344971, 'epoch': 0.02}
+{'train/learning_rate_real': 6.944444444444445e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 85.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 85.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.02}
+{'train/ce_loss': 18.88558578491211, 'train/diffusion_loss': 0.7027941346168518, 'epoch': 0.02}
+{'train/learning_rate_real': 6.944444444444445e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 134.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 134.0, 'debug/num_lat_loss': 115.0, 'epoch': 0.02}
+{'train/ce_loss': 20.15751075744629, 'train/diffusion_loss': 0.6637868881225586, 'epoch': 0.02}
+{'train/learning_rate_real': 6.944444444444445e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 63.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 63.0, 'debug/num_lat_loss': 44.0, 'epoch': 0.02}
+{'train/ce_loss': 17.94878578186035, 'train/diffusion_loss': 0.49591708183288574, 'epoch': 0.02}
+{'train/learning_rate_real': 6.944444444444445e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 103.0, 'epoch': 0.02}
+{'train/ce_loss': 21.15741539001465, 'train/diffusion_loss': 0.6620184183120728, 'epoch': 0.02}
+{'train/learning_rate_real': 6.944444444444445e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 139.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 139.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.02}
+{'train/ce_loss': 20.06936264038086, 'train/diffusion_loss': 0.5737177133560181, 'epoch': 0.02}
+{'train/learning_rate_real': 8.680555555555556e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 98.0, 'debug/num_tok_loss': 49.0, 'debug/num_lat_total': 98.0, 'debug/num_lat_loss': 49.0, 'epoch': 0.02}
+{'train/ce_loss': 18.285932540893555, 'train/diffusion_loss': 0.5720060467720032, 'epoch': 0.02}
+{'train/learning_rate_real': 8.680555555555556e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 137.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 137.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.02}
+{'train/ce_loss': 19.950475692749023, 'train/diffusion_loss': 0.6495792865753174, 'epoch': 0.02}
+{'train/learning_rate_real': 8.680555555555556e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 64.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 64.0, 'epoch': 0.02}
+{'train/ce_loss': 19.72606086730957, 'train/diffusion_loss': 0.6668078899383545, 'epoch': 0.02}
+{'train/learning_rate_real': 8.680555555555556e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 168.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 168.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.02}
+{'train/ce_loss': 20.98926544189453, 'train/diffusion_loss': 0.670268177986145, 'epoch': 0.02}
+{'train/learning_rate_real': 8.680555555555556e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 107.0, 'debug/num_tok_loss': 38.0, 'debug/num_lat_total': 107.0, 'debug/num_lat_loss': 38.0, 'epoch': 0.02}
+{'train/ce_loss': 18.05272102355957, 'train/diffusion_loss': 0.5032280683517456, 'epoch': 0.02}
+{'train/learning_rate_real': 8.680555555555556e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 157.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 157.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.02}
+{'train/ce_loss': 18.711381912231445, 'train/diffusion_loss': 0.7208620309829712, 'epoch': 0.02}
+{'train/learning_rate_real': 8.680555555555556e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 156.0, 'debug/num_tok_loss': 49.0, 'debug/num_lat_total': 156.0, 'debug/num_lat_loss': 49.0, 'epoch': 0.02}
+{'train/ce_loss': 18.334991455078125, 'train/diffusion_loss': 0.5499362945556641, 'epoch': 0.02}
+{'train/learning_rate_real': 8.680555555555556e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 139.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 139.0, 'debug/num_lat_loss': 87.0, 'epoch': 0.02}
+{'train/ce_loss': 20.190658569335938, 'train/diffusion_loss': 0.647619903087616, 'epoch': 0.02}
+{'train/learning_rate_real': 8.680555555555556e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 97.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 97.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.02}
+{'train/ce_loss': 19.319377899169922, 'train/diffusion_loss': 0.690421998500824, 'epoch': 0.02}
+{'train/learning_rate_real': 8.680555555555556e-07, 'epoch': 0.02}
+{'debug/num_tok_total': 158.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 158.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.03}
+{'train/ce_loss': 18.818370819091797, 'train/diffusion_loss': 0.6208781003952026, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0416666666666667e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 136.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 136.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.03}
+{'train/ce_loss': 19.176607131958008, 'train/diffusion_loss': 0.6570757627487183, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0416666666666667e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 130.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 130.0, 'debug/num_lat_loss': 59.0, 'epoch': 0.03}
+{'train/ce_loss': 20.45052146911621, 'train/diffusion_loss': 0.6372094750404358, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0416666666666667e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 154.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 154.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.03}
+{'train/ce_loss': 20.5742130279541, 'train/diffusion_loss': 0.7388219833374023, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0416666666666667e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 141.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 141.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.03}
+{'train/ce_loss': 20.411863327026367, 'train/diffusion_loss': 0.6017991900444031, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0416666666666667e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 158.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 158.0, 'debug/num_lat_loss': 109.0, 'epoch': 0.03}
+{'train/ce_loss': 20.740234375, 'train/diffusion_loss': 0.6138235330581665, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0416666666666667e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 163.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 163.0, 'debug/num_lat_loss': 94.0, 'epoch': 0.03}
+{'train/ce_loss': 20.54712677001953, 'train/diffusion_loss': 0.7082481384277344, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0416666666666667e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 126.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 126.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.03}
+{'train/ce_loss': 18.421384811401367, 'train/diffusion_loss': 0.6498443484306335, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0416666666666667e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.03}
+{'train/ce_loss': 20.568830490112305, 'train/diffusion_loss': 0.6414757370948792, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0416666666666667e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 144.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 144.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.03}
+{'train/ce_loss': 19.24578094482422, 'train/diffusion_loss': 0.5559576749801636, 'epoch': 0.03}
+{'train/learning_rate_real': 1.0416666666666667e-06, 'epoch': 0.03}
+{'loss': 223.1838, 'grad_norm': 540.3775634765625, 'learning_rate': 1.0416666666666667e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 121.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 121.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.03}
+{'train/ce_loss': 19.534975051879883, 'train/diffusion_loss': 0.6375946998596191, 'epoch': 0.03}
+{'train/learning_rate_real': 1.2152777777777778e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 164.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 164.0, 'debug/num_lat_loss': 93.0, 'epoch': 0.03}
+{'train/ce_loss': 20.73758316040039, 'train/diffusion_loss': 0.6101950407028198, 'epoch': 0.03}
+{'train/learning_rate_real': 1.2152777777777778e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 109.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 109.0, 'debug/num_lat_loss': 58.0, 'epoch': 0.03}
+{'train/ce_loss': 19.06505584716797, 'train/diffusion_loss': 0.586173951625824, 'epoch': 0.03}
+{'train/learning_rate_real': 1.2152777777777778e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 95.0, 'debug/num_tok_loss': 24.0, 'debug/num_lat_total': 95.0, 'debug/num_lat_loss': 24.0, 'epoch': 0.03}
+{'train/ce_loss': 15.25345516204834, 'train/diffusion_loss': 0.5090619325637817, 'epoch': 0.03}
+{'train/learning_rate_real': 1.2152777777777778e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 149.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 149.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.03}
+{'train/ce_loss': 20.310302734375, 'train/diffusion_loss': 0.6792158484458923, 'epoch': 0.03}
+{'train/learning_rate_real': 1.2152777777777778e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 26.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 26.0, 'epoch': 0.03}
+{'train/ce_loss': 17.348421096801758, 'train/diffusion_loss': 0.5003698468208313, 'epoch': 0.03}
+{'train/learning_rate_real': 1.2152777777777778e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 164.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 164.0, 'debug/num_lat_loss': 83.0, 'epoch': 0.03}
+{'train/ce_loss': 20.641849517822266, 'train/diffusion_loss': 0.6944359540939331, 'epoch': 0.03}
+{'train/learning_rate_real': 1.2152777777777778e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 93.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 93.0, 'debug/num_lat_loss': 44.0, 'epoch': 0.03}
+{'train/ce_loss': 17.319612503051758, 'train/diffusion_loss': 0.7004954814910889, 'epoch': 0.03}
+{'train/learning_rate_real': 1.2152777777777778e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 57.0, 'debug/num_tok_loss': 38.0, 'debug/num_lat_total': 57.0, 'debug/num_lat_loss': 38.0, 'epoch': 0.03}
+{'train/ce_loss': 16.487300872802734, 'train/diffusion_loss': 0.5527320504188538, 'epoch': 0.03}
+{'train/learning_rate_real': 1.2152777777777778e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 150.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 150.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.03}
+{'train/ce_loss': 20.028093338012695, 'train/diffusion_loss': 0.5624157786369324, 'epoch': 0.03}
+{'train/learning_rate_real': 1.2152777777777778e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 172.0, 'debug/num_tok_loss': 65.0, 'debug/num_lat_total': 172.0, 'debug/num_lat_loss': 65.0, 'epoch': 0.03}
+{'train/ce_loss': 19.728309631347656, 'train/diffusion_loss': 0.517084538936615, 'epoch': 0.03}
+{'train/learning_rate_real': 1.388888888888889e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.03}
+{'train/ce_loss': 19.681211471557617, 'train/diffusion_loss': 0.5535690784454346, 'epoch': 0.03}
+{'train/learning_rate_real': 1.388888888888889e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 104.0, 'debug/num_tok_loss': 52.0, 'debug/num_lat_total': 104.0, 'debug/num_lat_loss': 52.0, 'epoch': 0.03}
+{'train/ce_loss': 18.567880630493164, 'train/diffusion_loss': 0.6064608693122864, 'epoch': 0.03}
+{'train/learning_rate_real': 1.388888888888889e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 138.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 138.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.03}
+{'train/ce_loss': 19.801658630371094, 'train/diffusion_loss': 0.7133328318595886, 'epoch': 0.03}
+{'train/learning_rate_real': 1.388888888888889e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 83.0, 'debug/num_tok_loss': 34.0, 'debug/num_lat_total': 83.0, 'debug/num_lat_loss': 34.0, 'epoch': 0.03}
+{'train/ce_loss': 17.30178451538086, 'train/diffusion_loss': 0.4739327132701874, 'epoch': 0.03}
+{'train/learning_rate_real': 1.388888888888889e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 115.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 115.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.03}
+{'train/ce_loss': 19.50510025024414, 'train/diffusion_loss': 0.603676974773407, 'epoch': 0.03}
+{'train/learning_rate_real': 1.388888888888889e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 141.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 141.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.03}
+{'train/ce_loss': 20.126863479614258, 'train/diffusion_loss': 0.6024927496910095, 'epoch': 0.03}
+{'train/learning_rate_real': 1.388888888888889e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 148.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 148.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.03}
+{'train/ce_loss': 20.33479118347168, 'train/diffusion_loss': 0.6943716406822205, 'epoch': 0.03}
+{'train/learning_rate_real': 1.388888888888889e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 104.0, 'debug/num_tok_loss': 40.0, 'debug/num_lat_total': 104.0, 'debug/num_lat_loss': 40.0, 'epoch': 0.03}
+{'train/ce_loss': 16.740732192993164, 'train/diffusion_loss': 0.6024547815322876, 'epoch': 0.03}
+{'train/learning_rate_real': 1.388888888888889e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 94.0, 'debug/num_tok_loss': 23.0, 'debug/num_lat_total': 94.0, 'debug/num_lat_loss': 23.0, 'epoch': 0.03}
+{'train/ce_loss': 16.208389282226562, 'train/diffusion_loss': 0.49191758036613464, 'epoch': 0.03}
+{'train/learning_rate_real': 1.388888888888889e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 201.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 201.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.03}
+{'train/ce_loss': 20.746055603027344, 'train/diffusion_loss': 0.6311644315719604, 'epoch': 0.03}
+{'train/learning_rate_real': 1.5625e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 146.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 146.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.03}
+{'train/ce_loss': 20.30637550354004, 'train/diffusion_loss': 0.5966240167617798, 'epoch': 0.03}
+{'train/learning_rate_real': 1.5625e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 62.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 62.0, 'epoch': 0.03}
+{'train/ce_loss': 19.439289093017578, 'train/diffusion_loss': 0.5843804478645325, 'epoch': 0.03}
+{'train/learning_rate_real': 1.5625e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 121.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 121.0, 'debug/num_lat_loss': 50.0, 'epoch': 0.03}
+{'train/ce_loss': 18.08902931213379, 'train/diffusion_loss': 0.5570539236068726, 'epoch': 0.03}
+{'train/learning_rate_real': 1.5625e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 184.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 184.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.03}
+{'train/ce_loss': 20.13611602783203, 'train/diffusion_loss': 0.6082140207290649, 'epoch': 0.03}
+{'train/learning_rate_real': 1.5625e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 126.0, 'debug/num_tok_loss': 45.0, 'debug/num_lat_total': 126.0, 'debug/num_lat_loss': 45.0, 'epoch': 0.03}
+{'train/ce_loss': 18.714475631713867, 'train/diffusion_loss': 0.5976426005363464, 'epoch': 0.03}
+{'train/learning_rate_real': 1.5625e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.03}
+{'train/ce_loss': 20.757291793823242, 'train/diffusion_loss': 0.6882185339927673, 'epoch': 0.03}
+{'train/learning_rate_real': 1.5625e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 78.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 78.0, 'debug/num_lat_loss': 59.0, 'epoch': 0.03}
+{'train/ce_loss': 18.438121795654297, 'train/diffusion_loss': 0.7465121746063232, 'epoch': 0.03}
+{'train/learning_rate_real': 1.5625e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 191.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 191.0, 'debug/num_lat_loss': 120.0, 'epoch': 0.03}
+{'train/ce_loss': 20.71637535095215, 'train/diffusion_loss': 0.6956584453582764, 'epoch': 0.03}
+{'train/learning_rate_real': 1.5625e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 141.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 141.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.03}
+{'train/ce_loss': 20.082399368286133, 'train/diffusion_loss': 0.6733725666999817, 'epoch': 0.03}
+{'train/learning_rate_real': 1.5625e-06, 'epoch': 0.03}
+{'debug/num_tok_total': 98.0, 'debug/num_tok_loss': 27.0, 'debug/num_lat_total': 98.0, 'debug/num_lat_loss': 27.0, 'epoch': 0.04}
+{'train/ce_loss': 16.60427474975586, 'train/diffusion_loss': 0.4902164340019226, 'epoch': 0.04}
+{'train/learning_rate_real': 1.7361111111111112e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 84.0, 'debug/num_tok_loss': 35.0, 'debug/num_lat_total': 84.0, 'debug/num_lat_loss': 35.0, 'epoch': 0.04}
+{'train/ce_loss': 16.57710075378418, 'train/diffusion_loss': 0.5725088715553284, 'epoch': 0.04}
+{'train/learning_rate_real': 1.7361111111111112e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 167.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 167.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.04}
+{'train/ce_loss': 19.995079040527344, 'train/diffusion_loss': 0.622211754322052, 'epoch': 0.04}
+{'train/learning_rate_real': 1.7361111111111112e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 96.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 96.0, 'debug/num_lat_loss': 44.0, 'epoch': 0.04}
+{'train/ce_loss': 18.419260025024414, 'train/diffusion_loss': 0.6121848821640015, 'epoch': 0.04}
+{'train/learning_rate_real': 1.7361111111111112e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 163.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 163.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.04}
+{'train/ce_loss': 20.386402130126953, 'train/diffusion_loss': 0.6827024221420288, 'epoch': 0.04}
+{'train/learning_rate_real': 1.7361111111111112e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 89.0, 'debug/num_tok_loss': 40.0, 'debug/num_lat_total': 89.0, 'debug/num_lat_loss': 40.0, 'epoch': 0.04}
+{'train/ce_loss': 18.59446907043457, 'train/diffusion_loss': 0.6387297511100769, 'epoch': 0.04}
+{'train/learning_rate_real': 1.7361111111111112e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 146.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 146.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.04}
+{'train/ce_loss': 19.784019470214844, 'train/diffusion_loss': 0.6160887479782104, 'epoch': 0.04}
+{'train/learning_rate_real': 1.7361111111111112e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 124.0, 'debug/num_tok_loss': 43.0, 'debug/num_lat_total': 124.0, 'debug/num_lat_loss': 43.0, 'epoch': 0.04}
+{'train/ce_loss': 18.10952377319336, 'train/diffusion_loss': 0.5397147536277771, 'epoch': 0.04}
+{'train/learning_rate_real': 1.7361111111111112e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.04}
+{'train/ce_loss': 20.465579986572266, 'train/diffusion_loss': 0.6651091575622559, 'epoch': 0.04}
+{'train/learning_rate_real': 1.7361111111111112e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.04}
+{'train/ce_loss': 20.19669532775879, 'train/diffusion_loss': 0.5916145443916321, 'epoch': 0.04}
+{'train/learning_rate_real': 1.7361111111111112e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.04}
+{'train/ce_loss': 20.871326446533203, 'train/diffusion_loss': 0.5730578899383545, 'epoch': 0.04}
+{'train/learning_rate_real': 1.9097222222222225e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 191.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 191.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.04}
+{'train/ce_loss': 20.01779556274414, 'train/diffusion_loss': 0.572838544845581, 'epoch': 0.04}
+{'train/learning_rate_real': 1.9097222222222225e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 133.0, 'debug/num_tok_loss': 26.0, 'debug/num_lat_total': 133.0, 'debug/num_lat_loss': 26.0, 'epoch': 0.04}
+{'train/ce_loss': 16.524629592895508, 'train/diffusion_loss': 0.5155435800552368, 'epoch': 0.04}
+{'train/learning_rate_real': 1.9097222222222225e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.04}
+{'train/ce_loss': 20.622207641601562, 'train/diffusion_loss': 0.6868361234664917, 'epoch': 0.04}
+{'train/learning_rate_real': 1.9097222222222225e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 100.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 100.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.04}
+{'train/ce_loss': 18.82771110534668, 'train/diffusion_loss': 0.6383902430534363, 'epoch': 0.04}
+{'train/learning_rate_real': 1.9097222222222225e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 105.0, 'epoch': 0.04}
+{'train/ce_loss': 21.027172088623047, 'train/diffusion_loss': 0.7239924669265747, 'epoch': 0.04}
+{'train/learning_rate_real': 1.9097222222222225e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 118.0, 'debug/num_tok_loss': 69.0, 'debug/num_lat_total': 118.0, 'debug/num_lat_loss': 69.0, 'epoch': 0.04}
+{'train/ce_loss': 19.1536922454834, 'train/diffusion_loss': 0.6128078103065491, 'epoch': 0.04}
+{'train/learning_rate_real': 1.9097222222222225e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 164.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 164.0, 'debug/num_lat_loss': 58.0, 'epoch': 0.04}
+{'train/ce_loss': 19.275192260742188, 'train/diffusion_loss': 0.5910192728042603, 'epoch': 0.04}
+{'train/learning_rate_real': 1.9097222222222225e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 105.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 105.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.04}
+{'train/ce_loss': 19.009634017944336, 'train/diffusion_loss': 0.6324865221977234, 'epoch': 0.04}
+{'train/learning_rate_real': 1.9097222222222225e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 42.0, 'debug/num_tok_loss': 23.0, 'debug/num_lat_total': 42.0, 'debug/num_lat_loss': 23.0, 'epoch': 0.04}
+{'train/ce_loss': 14.706951141357422, 'train/diffusion_loss': 0.48362359404563904, 'epoch': 0.04}
+{'train/learning_rate_real': 1.9097222222222225e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 143.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 143.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.04}
+{'train/ce_loss': 19.52496337890625, 'train/diffusion_loss': 0.5781906247138977, 'epoch': 0.04}
+{'train/learning_rate_real': 2.0833333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 132.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 132.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.04}
+{'train/ce_loss': 18.42128562927246, 'train/diffusion_loss': 0.5054909586906433, 'epoch': 0.04}
+{'train/learning_rate_real': 2.0833333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 59.0, 'epoch': 0.04}
+{'train/ce_loss': 18.49955177307129, 'train/diffusion_loss': 0.7013862729072571, 'epoch': 0.04}
+{'train/learning_rate_real': 2.0833333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 170.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 170.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.04}
+{'train/ce_loss': 20.78624725341797, 'train/diffusion_loss': 0.5893378853797913, 'epoch': 0.04}
+{'train/learning_rate_real': 2.0833333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 107.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 107.0, 'debug/num_lat_loss': 56.0, 'epoch': 0.04}
+{'train/ce_loss': 18.199623107910156, 'train/diffusion_loss': 0.5909366607666016, 'epoch': 0.04}
+{'train/learning_rate_real': 2.0833333333333334e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 137.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 137.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.04}
+{'train/ce_loss': 19.569889068603516, 'train/diffusion_loss': 0.5613240599632263, 'epoch': 0.04}
+{'train/learning_rate_real': 2.0833333333333334e-06, 'epoch': 0.04}
diff --git a/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/files/requirements.txt b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/files/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2978c96caaca9f204690d18885e5adee315acb6
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/files/requirements.txt
@@ -0,0 +1,752 @@
+setuptools==75.2.0
+types-setuptools==80.10.0.20260124
+pip==24.1.2
+requirements-parser==0.9.0
+cfgv==3.5.0
+s3tokenizer==0.3.0
+datasets==2.21.0
+onnx==1.20.1
+filelock==3.24.2
+vibevoice-finetuning==0.1.0
+fsspec==2024.6.1
+identify==2.6.16
+conformer==0.3.2
+safetensors==0.5.3
+diffusers==0.29.0
+huggingface_hub==0.36.2
+nodeenv==1.10.0
+virtualenv==20.37.0
+pre_commit==4.5.1
+distlib==0.4.0
+tokenizers==0.21.4
+peft==0.7.1
+resampy==0.4.3
+numpy==1.26.4
+resemble-perth==1.0.1
+transformers==4.51.3
+google-colab==1.0.0
+patsy==1.0.2
+aiofiles==24.1.0
+tensorflow-text==2.19.0
+tensorflow-hub==0.16.1
+google-cloud-dataproc==5.24.0
+jsonpickle==4.1.1
+numba-cuda==0.19.2
+treelite==4.4.1
+ucxx-cu12==0.46.0
+opencv-contrib-python==4.13.0.92
+jupyter_server_terminals==0.5.4
+astropy-iers-data==0.2026.2.9.0.50.33
+geemap==0.35.3
+pyshp==3.0.3
+rpy2==3.5.17
+pickleshare==0.7.5
+numexpr==2.14.1
+html5lib==1.1
+music21==9.9.1
+notebook==6.5.7
+ipython==7.34.0
+nvidia-cusparse-cu12==12.5.8.93
+python-utils==3.9.1
+nest-asyncio==1.6.0
+pytz==2025.2
+sphinxcontrib-qthelp==2.0.0
+cuda-toolkit==12.9.1
+google==3.0.0
+PySocks==1.7.1
+tiktoken==0.12.0
+python-json-logger==4.0.0
+backcall==0.2.0
+wordcloud==1.9.6
+google-api-python-client==2.190.0
+ibis-framework==9.5.0
+astunparse==1.6.3
+tomlkit==0.13.3
+jupytext==1.19.1
+opentelemetry-exporter-otlp-proto-common==1.38.0
+pydotplus==2.0.2
+tinycss2==1.4.0
+SecretStorage==3.5.0
+toml==0.10.2
+oauthlib==3.3.1
+markdown-it-py==4.0.0
+highspy==1.13.1
+ormsgpack==1.12.2
+matplotlib-venn==1.1.2
+torchaudio==2.9.0+cu128
+certifi==2026.1.4
+pydub==0.25.1
+joblib==1.5.3
+keyrings.google-artifactregistry-auth==1.1.2
+wandb==0.24.2
+dask==2025.9.1
+grpc-google-iam-v1==0.14.3
+mkl==2025.3.1
+tsfresh==0.21.1
+chardet==5.2.0
+shellingham==1.5.4
+stanio==0.5.1
+tzlocal==5.3.1
+google-pasta==0.2.0
+psutil==5.9.5
+editdistance==0.8.1
+pyspark==4.0.2
+multidict==6.7.1
+cupy-cuda12x==13.6.0
+Werkzeug==3.1.5
+ipykernel==6.17.1
+networkx==3.6.1
+google-cloud-datastore==2.23.0
+typer==0.23.0
+natsort==8.4.0
+tensorflow_decision_forests==1.12.0
+db-dtypes==1.5.0
+fastapi==0.129.0
+python-slugify==8.0.4
+plotnine==0.14.5
+tensorflow-metadata==1.17.3
+mlxtend==0.23.4
+segregation==2.5.3
+tblib==3.2.2
+namex==0.1.0
+google-cloud-trace==1.18.0
+pyasn1==0.6.2
+antlr4-python3-runtime==4.9.3
+keyring==25.7.0
+soupsieve==2.8.3
+lxml==6.0.2
+cramjam==2.11.0
+mgwr==2.2.1
+fastcore==1.12.13
+click-plugins==1.1.1.2
+immutabledict==4.3.0
+tensorflow-probability==0.25.0
+imbalanced-learn==0.14.1
+nvidia-cuda-nvcc-cu12==12.5.82
+gym==0.25.2
+jiter==0.13.0
+click==8.3.1
+simsimd==6.5.12
+hpack==4.1.0
+pointpats==2.5.2
+snowballstemmer==3.0.1
+frozendict==2.4.7
+textblob==0.19.0
+rsa==4.9.1
+pyerfa==2.0.1.5
+ffmpy==1.0.0
+fastjsonschema==2.21.2
+flatbuffers==25.12.19
+colour==0.1.5
+optax==0.2.7
+hyperopt==0.2.7
+fqdn==1.5.1
+google-cloud-audit-log==0.4.0
+langsmith==0.7.1
+pyviz_comms==3.0.6
+widgetsnbextension==3.6.10
+fastrlock==0.8.3
+rasterstats==0.20.0
+google-cloud-core==2.5.0
+entrypoints==0.4
+giddy==2.3.8
+nvidia-curand-cu12==10.3.9.90
+langgraph==1.0.8
+smart_open==7.5.0
+h11==0.16.0
+clarabel==0.11.1
+psycopg2==2.9.11
+splot==1.1.7
+nvidia-nvtx-cu12==12.8.90
+jax-cuda12-pjrt==0.7.2
+multipledispatch==1.0.0
+parsy==2.2
+polars==1.31.0
+pylibcudf-cu12==25.10.0
+jsonschema==4.26.0
+gitdb==4.0.12
+wasabi==1.1.3
+dask-cudf-cu12==25.10.0
+requests-toolbelt==1.0.0
+ratelim==0.1.6
+tqdm==4.67.3
+google-cloud-logging==3.13.0
+pyasn1_modules==0.4.2
+google-auth-oauthlib==1.2.4
+cvxopt==1.3.2
+propcache==0.4.1
+opentelemetry-exporter-gcp-monitoring==1.11.0a0
+catalogue==2.0.10
+missingno==0.5.2
+libcugraph-cu12==25.10.1
+aiosqlite==0.22.1
+soundfile==0.13.1
+psygnal==0.15.1
+python-fasthtml==0.12.41
+opentelemetry-exporter-otlp-proto-http==1.38.0
+google-cloud-storage==3.9.0
+attrs==25.4.0
+xarray==2025.12.0
+ipyevents==2.0.4
+pandas-gbq==0.30.0
+dataproc-spark-connect==1.0.2
+multiprocess==0.70.16
+sniffio==1.3.1
+isoduration==20.11.0
+geopandas==1.1.2
+mistune==3.2.0
+httpcore==1.0.9
+gspread==6.2.1
+holoviews==1.22.1
+portpicker==1.5.2
+libclang==18.1.1
+pyproj==3.7.2
+atpublic==5.1
+linkify-it-py==2.0.3
+uvloop==0.22.1
+nibabel==5.3.3
+fiona==1.10.1
+colorcet==3.1.0
+aiohttp==3.13.3
+idna==3.11
+rapids-logger==0.1.19
+access==1.1.10.post3
+babel==2.18.0
+cryptography==43.0.3
+duckdb==1.3.2
+annotated-types==0.7.0
+fastlite==0.2.4
+omegaconf==2.3.0
+typer-slim==0.23.0
+jaraco.context==6.1.0
+spacy-loggers==1.0.5
+parso==0.8.6
+httpx-sse==0.4.3
+protobuf==5.29.6
+cuda-python==12.9.5
+Jinja2==3.1.6
+sphinxcontrib-jsmath==1.0.1
+umf==1.0.3
+momepy==0.11.0
+python-box==7.3.2
+cons==0.4.7
+earthengine-api==1.5.24
+blosc2==4.0.0
+tenacity==9.1.4
+xyzservices==2025.11.0
+rmm-cu12==25.10.0
+python-dotenv==1.2.1
+cuda-pathfinder==1.3.4
+spanner-graph-notebook==1.1.8
+opentelemetry-semantic-conventions==0.59b0
+docstring_parser==0.17.0
+toolz==0.12.1
+graphviz==0.21
+sqlglot==25.20.2
+xarray-einstats==0.9.1
+nvidia-cudnn-cu12==9.10.2.21
+debugpy==1.8.15
+folium==0.20.0
+nvtx==0.2.14
+cycler==0.12.1
+simplejson==3.20.2
+PyJWT==2.11.0
+nltk==3.9.1
+rapids-dask-dependency==25.10.0
+langchain-core==1.2.12
+multitasking==0.0.12
+gradio_client==1.14.0
+pydata-google-auth==1.9.1
+Bottleneck==1.4.2
+libraft-cu12==25.10.0
+blinker==1.9.0
+einops==0.8.2
+scs==3.2.11
+grpc-interceptor==0.15.4
+google-adk==1.25.0
+autograd==1.8.0
+libkvikio-cu12==25.10.0
+simple-parsing==0.1.8
+spacy==3.8.11
+pycairo==1.29.0
+groovy==0.1.2
+ipyfilechooser==0.6.0
+keras-hub==0.21.1
+astropy==7.2.0
+alabaster==1.0.0
+apswutils==0.1.2
+watchdog==6.0.0
+etils==1.13.0
+geocoder==1.38.1
+google-cloud-speech==2.36.1
+opentelemetry-proto==1.38.0
+tifffile==2026.1.28
+sklearn-compat==0.1.5
+stringzilla==4.6.0
+dopamine_rl==4.1.2
+pycparser==3.0
+notebook_shim==0.2.4
+spacy-legacy==3.0.12
+triton==3.5.0
+gym-notices==0.1.0
+google-auth==2.47.0
+xxhash==3.6.0
+narwhals==2.16.0
+curl_cffi==0.14.0
+ndindex==1.10.1
+jieba==0.42.1
+opentelemetry-exporter-gcp-trace==1.11.0
+safehttpx==0.1.7
+openai==2.20.0
+orbax-checkpoint==0.11.32
+arviz==0.22.0
+brotli==1.2.0
+keras-nlp==0.21.1
+pluggy==1.6.0
+firebase-admin==6.9.0
+rfc3987-syntax==1.1.0
+matplotlib-inline==0.2.1
+terminado==0.18.1
+kagglehub==0.3.13
+smmap==5.0.2
+grpcio==1.78.0
+etuples==0.3.10
+grpcio-status==1.71.2
+requests-oauthlib==2.0.0
+pycryptodomex==3.23.0
+google-cloud-translate==3.24.0
+nvidia-ml-py==13.590.48
+apsw==3.51.2.0
+Cython==3.0.12
+shap==0.50.0
+nvidia-cuda-nvrtc-cu12==12.8.93
+httplib2==0.31.2
+PyOpenGL==3.1.10
+weasel==0.4.3
+google-genai==1.63.0
+charset-normalizer==3.4.4
+cachetools==7.0.1
+librosa==0.11.0
+cuml-cu12==25.10.0
+orjson==3.11.7
+panel==1.8.7
+langgraph-sdk==0.3.5
+alembic==1.18.4
+Authlib==1.6.7
+hf-xet==1.2.0
+librmm-cu12==25.10.0
+itsdangerous==2.2.0
+seaborn==0.13.2
+tensorstore==0.1.81
+PyDrive2==1.21.3
+future==1.0.0
+regex==2025.11.3
+tf_keras==2.19.0
+opentelemetry-resourcedetector-gcp==1.11.0a0
+lightgbm==4.6.0
+webencodings==0.5.1
+pydantic==2.12.3
+nvidia-cuda-cupti-cu12==12.8.90
+ipytree==0.2.2
+Markdown==3.10.2
+proglog==0.1.12
+python-snappy==0.7.3
+torchdata==0.11.0
+libucx-cu12==1.19.0
+jsonpointer==3.0.0
+annotated-doc==0.0.4
+prettytable==3.17.0
+opencv-python-headless==4.13.0.92
+sphinxcontrib-htmlhelp==2.1.0
+torchcodec==0.8.0+cu128
+en_core_web_sm==3.8.0
+matplotlib==3.10.0
+raft-dask-cu12==25.10.0
+cloudpathlib==0.23.0
+google-cloud-bigquery-storage==2.36.1
+typing-inspection==0.4.2
+google-resumable-media==2.8.0
+branca==0.8.2
+tbb==2022.3.1
+lazy_loader==0.4
+pandas-stubs==2.2.2.240909
+Send2Trash==2.1.0
+bqplot==0.12.45
+pysal==25.7
+nvidia-cufile-cu12==1.13.1.3
+mapclassify==2.10.0
+prometheus_client==0.24.1
+pynndescent==0.6.0
+types-pytz==2025.2.0.20251108
+humanize==4.15.0
+timm==1.0.24
+jeepney==0.9.0
+tf-slim==1.1.0
+google-cloud-secret-manager==2.26.0
+jupyter-leaflet==0.20.0
+sympy==1.14.0
+sentencepiece==0.2.1
+pillow==11.3.0
+ale-py==0.11.2
+pylibraft-cu12==25.10.0
+py4j==0.10.9.9
+wcwidth==0.6.0
+h5py==3.15.1
+distributed==2025.9.1
+nvidia-cublas-cu12==12.8.4.1
+spint==1.0.7
+wrapt==2.1.1
+numba==0.60.0
+gymnasium==1.2.3
+httpimport==1.4.1
+google-cloud-iam==2.21.0
+pandocfilters==1.5.1
+inflect==7.5.0
+sentence-transformers==5.2.2
+mdurl==0.1.2
+spglm==1.1.0
+ipython-sql==0.5.0
+google-api-core==2.29.0
+kaggle==1.7.4.5
+cufflinks==0.17.3
+nx-cugraph-cu12==25.10.0
+jaraco.functools==4.4.0
+vega-datasets==0.9.0
+pygame==2.6.1
+pandas-datareader==0.10.0
+progressbar2==4.5.0
+pydot==4.0.1
+aiohappyeyeballs==2.6.1
+uri-template==1.3.0
+ptyprocess==0.7.0
+msgpack==1.1.2
+pyOpenSSL==24.2.1
+easydict==1.13
+distributed-ucxx-cu12==0.46.0
+jax-cuda12-plugin==0.7.2
+ipywidgets==7.7.1
+opentelemetry-exporter-gcp-logging==1.11.0a0
+opencv-python==4.13.0.92
+dm-tree==0.1.9
+greenlet==3.3.1
+nvidia-cufft-cu12==11.3.3.83
+fasttransform==0.0.2
+pylibcugraph-cu12==25.10.1
+iniconfig==2.3.0
+jsonpatch==1.33
+libucxx-cu12==0.46.0
+aiosignal==1.4.0
+jupyter_server==2.14.0
+scikit-image==0.25.2
+arrow==1.4.0
+rich==13.9.4
+dill==0.3.8
+referencing==0.37.0
+hyperframe==6.1.0
+contourpy==1.3.3
+ydf==0.15.0
+logical-unification==0.4.7
+CacheControl==0.14.4
+openpyxl==3.1.5
+google-cloud-bigquery==3.40.1
+rfc3339-validator==0.1.4
+opt_einsum==3.4.0
+SQLAlchemy==2.0.46
+nvidia-cusolver-cu12==11.7.3.90
+PyYAML==6.0.3
+google-crc32c==1.8.0
+uuid_utils==0.14.0
+plum-dispatch==2.6.1
+locket==1.0.0
+sphinxcontrib-devhelp==2.0.0
+bleach==6.3.0
+yarl==1.22.0
+webcolors==25.10.0
+httpx==0.28.1
+jupyter_client==7.4.9
+gradio==5.50.0
+zipp==3.23.0
+miniKanren==1.0.5
+pooch==1.9.0
+intel-openmp==2025.3.2
+gdown==5.2.1
+langgraph-checkpoint==4.0.0
+zict==3.0.0
+prophet==1.3.0
+google-cloud-spanner==3.62.0
+torchao==0.10.0
+kiwisolver==1.4.9
+importlib_metadata==8.7.1
+googledrivedownloader==1.1.0
+termcolor==3.3.0
+cmdstanpy==1.3.0
+torchtune==0.6.1
+keras==3.10.0
+ml_dtypes==0.5.4
+plotly==5.24.1
+docutils==0.21.2
+google-cloud-appengine-logging==1.8.0
+google-cloud-aiplatform==1.137.0
+anywidget==0.9.21
+Farama-Notifications==0.0.4
+tensorflow-datasets==4.9.9
+uc-micro-py==1.0.3
+defusedxml==0.7.1
+tzdata==2025.3
+more-itertools==10.8.0
+tensorboard==2.19.0
+imutils==0.5.4
+cffi==2.0.0
+importlib_resources==6.5.2
+google-cloud-monitoring==2.29.1
+sse-starlette==3.2.0
+tweepy==4.16.0
+platformdirs==4.6.0
+google-ai-generativelanguage==0.6.15
+pycocotools==2.0.11
+ruff==0.15.0
+nbclient==0.10.4
+statsmodels==0.14.6
+slicer==0.0.8
+websockets==15.0.1
+pygit2==1.19.1
+python-louvain==0.16
+dask-cuda==25.10.0
+jax==0.7.2
+mizani==0.13.5
+stumpy==1.13.0
+text-unidecode==1.3
+yellowbrick==1.5
+jupyter_kernel_gateway==2.5.2
+xlrd==2.0.2
+proto-plus==1.27.1
+nvidia-nccl-cu12==2.27.5
+preshed==3.0.12
+sphinxcontrib-serializinghtml==2.0.0
+oauth2client==4.1.3
+decorator==4.4.2
+soxr==1.0.0
+mmh3==5.2.0
+imageio-ffmpeg==0.6.0
+GDAL==3.8.4
+gspread-dataframe==4.0.0
+pydantic-settings==2.12.0
+traittypes==0.2.3
+albumentations==2.0.8
+yfinance==0.2.66
+py-cpuinfo==9.0.0
+watchfiles==1.1.1
+tobler==0.13.0
+pytensor==2.37.0
+jupyter-console==6.6.3
+promise==2.3
+bokeh==3.7.3
+nvidia-cuda-runtime-cu12==12.8.90
+nvidia-cusparselt-cu12==0.7.1
+pydantic_core==2.41.4
+rasterio==1.5.0
+imagesize==1.4.1
+mcp==1.26.0
+betterproto==2.0.0b6
+flax==0.11.2
+fastai==2.8.6
+gin-config==0.5.0
+argon2-cffi-bindings==25.1.0
+bigframes==2.33.0
+googleapis-common-protos==1.72.0
+spaghetti==1.7.6
+inequality==1.1.2
+tensorboard-data-server==0.7.2
+ipython-genutils==0.2.0
+pytest==8.4.2
+PuLP==3.3.0
+cmake==3.31.10
+uritemplate==4.2.0
+treescope==0.1.10
+ImageIO==2.37.2
+eerepr==0.1.2
+zstandard==0.25.0
+google-cloud-pubsub==2.35.0
+anyio==4.12.1
+google-cloud-language==2.19.0
+sqlparse==0.5.5
+google-cloud-bigtable==2.35.0
+grpclib==0.4.9
+altair==5.5.0
+roman-numerals==4.1.0
+typing_extensions==4.15.0
+prompt_toolkit==3.0.52
+google-auth-httplib2==0.3.0
+srsly==2.5.2
+intel-cmplr-lib-ur==2025.3.2
+six==1.17.0
+pymc==5.27.1
+nvidia-cuda-cccl-cu12==12.9.27
+jupyter-events==0.12.0
+rtree==1.4.1
+pyogrio==0.12.1
+cymem==2.0.13
+fastdownload==0.0.7
+audioread==3.1.0
+sortedcontainers==2.4.0
+esda==2.8.1
+pexpect==4.9.0
+rfc3986-validator==0.1.1
+wurlitzer==3.1.1
+sentry-sdk==2.52.0
+uvicorn==0.40.0
+fonttools==4.61.1
+PyWavelets==1.9.0
+param==2.3.2
+langchain==1.2.10
+nbformat==5.10.4
+geopy==2.4.1
+blobfile==3.2.0
+google-cloud-discoveryengine==0.13.12
+jaraco.classes==3.4.0
+beartype==0.22.9
+tables==3.10.2
+mdit-py-plugins==0.5.0
+wheel==0.46.3
+osqp==1.1.1
+holidays==0.90
+opentelemetry-api==1.38.0
+et_xmlfile==2.0.0
+torchsummary==1.5.1
+cuda-bindings==12.9.5
+semantic-version==2.10.0
+overrides==7.7.0
+spopt==0.7.0
+h5netcdf==1.8.1
+torchvision==0.24.0+cu128
+google-generativeai==0.8.6
+threadpoolctl==3.6.0
+umap-learn==0.5.11
+libpysal==4.14.1
+starlette==0.52.1
+jaxlib==0.7.2
+dlib==19.24.6
+jupyterlab_widgets==3.0.16
+httptools==0.7.1
+peewee==3.19.0
+urllib3==2.5.0
+pyzmq==26.2.1
+pyarrow==18.1.0
+colorlover==0.3.0
+ipyparallel==8.8.0
+roman-numerals-py==4.1.0
+Sphinx==8.2.3
+python-dateutil==2.9.0.post0
+google-cloud-bigquery-connection==1.20.0
+jsonschema-specifications==2025.9.1
+typeguard==4.4.4
+tensorflow==2.19.0
+cudf-polars-cu12==25.10.0
+cyipopt==1.5.0
+xgboost==3.2.0
+llvmlite==0.43.0
+fastprogress==1.1.3
+partd==1.4.2
+gast==0.7.0
+ipyleaflet==0.20.0
+scooby==0.11.0
+nvidia-nvshmem-cu12==3.3.20
+langgraph-prebuilt==1.0.7
+shapely==2.1.2
+mpmath==1.3.0
+nbconvert==7.17.0
+pyperclip==1.11.0
+glob2==0.7
+python-multipart==0.0.22
+optree==0.18.0
+nbclassic==1.3.3
+traitlets==5.7.1
+geographiclib==2.1
+beautifulsoup4==4.13.5
+moviepy==1.0.3
+hdbscan==0.8.41
+Flask==3.1.2
+jupyter_core==5.9.1
+nvidia-nvjitlink-cu12==12.8.93
+GitPython==3.1.46
+argon2-cffi==25.1.0
+MarkupSafe==3.0.3
+spreg==1.8.5
+quantecon==0.10.1
+cloudpickle==3.1.2
+Pygments==2.19.2
+torch==2.9.0+cu128
+google-cloud-resource-manager==1.16.0
+pyomo==6.9.5
+affine==2.4.0
+ply==3.11
+scipy==1.16.3
+accelerate==1.12.0
+cudf-cu12==25.10.0
+gcsfs==2025.3.0
+blis==1.3.3
+frozenlist==1.8.0
+scikit-learn==1.6.1
+community==1.0.0b1
+google-cloud-firestore==2.23.0
+deprecation==2.1.0
+rpds-py==0.30.0
+Mako==1.3.10
+absl-py==1.4.0
+array_record==0.8.3
+opentelemetry-sdk==1.38.0
+packaging==26.0
+onemkl-license==2025.3.1
+tabulate==0.9.0
+cvxpy==1.6.7
+libcuml-cu12==25.10.0
+google-cloud-functions==1.22.0
+h2==4.3.0
+murmurhash==1.0.15
+lark==1.3.1
+PyGObject==3.48.2
+thinc==8.3.10
+grain==0.2.15
+sklearn-pandas==2.2.0
+pandas==2.2.2
+jupyterlab_pygments==0.3.0
+websocket-client==1.9.0
+sphinxcontrib-applehelp==2.0.0
+albucore==0.0.24
+tcmlib==1.4.1
+tornado==6.5.1
+pyparsing==3.3.2
+confection==0.1.5
+cuda-core==0.3.2
+requests==2.32.4
+sqlalchemy-spanner==1.17.2
+cligj==0.7.2
+distro==1.9.0
+bigquery-magics==0.12.0
+libcudf-cu12==25.10.0
+python-apt==0.0.0
+vibevoice-finetuning==0.1.0
+httplib2==0.20.2
+cryptography==3.4.8
+distro==1.7.0
+PyJWT==2.3.0
+blinker==1.4
+six==1.16.0
+jeepney==0.7.1
+pyparsing==2.4.7
+python-apt==2.4.0+ubuntu4.1
+more-itertools==8.10.0
+oauthlib==3.2.0
+SecretStorage==3.3.1
+importlib-metadata==4.6.4
+launchpadlib==1.10.16
+lazr.uri==1.0.6
+zipp==1.0.0
+keyring==23.5.0
+dbus-python==1.2.18
+PyGObject==3.42.1
+lazr.restfulclient==0.14.4
+wadllib==1.3.6
+Markdown==3.3.6
+MarkupSafe==2.0.1
+Mako==1.1.3
diff --git a/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/files/wandb-metadata.json b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/files/wandb-metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ab2da80734b08cc06498890fee3c935a2b2bf76
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/files/wandb-metadata.json
@@ -0,0 +1,98 @@
+{
+  "os": "Linux-6.6.105+-x86_64-with-glibc2.35",
+  "python": "CPython 3.12.12",
+  "startedAt": "2026-02-18T14:42:36.714345Z",
+  "args": [
+    "--model_name_or_path",
+    "microsoft/VibeVoice-1.5B",
+    "--processor_name_or_path",
+    "vibevoice/processor",
+    "--text_column_name",
+    "text",
+    "--audio_column_name",
+    "audio",
+    "--voice_prompts_column_name",
+    "voice_prompts",
+    "--output_dir",
+    "/content/",
+    "--per_device_train_batch_size",
+    "1",
+    "--gradient_accumulation_steps",
+    "10",
+    "--learning_rate",
+    "5e-5",
+    "--num_train_epochs",
+    "8",
+    "--logging_steps",
+    "10",
+    "--save_steps",
+    "60",
+    "--eval_steps",
+    "80",
+    "--report_to",
+    "wandb",
+    "--lora_r",
+    "32",
+    "--lora_alpha",
+    "64",
+    "--remove_unused_columns",
+    "False",
+    "--fp16",
+    "True",
+    "--do_train",
+    "--gradient_clipping",
+    "--gradient_checkpointing",
+    "False",
+    "--ddpm_batch_mul",
+    "1",
+    "--diffusion_loss_weight",
+    "1.7",
+    "--train_diffusion_head",
+    "True",
+    "--ce_loss_weight",
+    "1.1",
+    "--voice_prompt_drop_rate",
+    "0.35",
+    "--lora_target_modules",
+    "q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
+    "--lr_scheduler_type",
+    "cosine",
+    "--warmup_ratio",
+    "0.1",
+    "--max_grad_norm",
+    "0.6"
+  ],
+  "program": "-m src.finetune_vibevoice_lora0",
+  "git": {
+    "remote": "https://github.com/voicepowered-ai/VibeVoice-finetuning.git",
+    "commit": "f74368637dd67fc3895d9f81365c50e65ae0641c"
+  },
+  "email": "aralien0907@gmail.com",
+  "root": "/content/VibeVoice-finetuning",
+  "host": "d690d73e974e",
+  "executable": "/usr/bin/python3",
+  "cpu_count": 1,
+  "cpu_count_logical": 2,
+  "gpu": "Tesla T4",
+  "gpu_count": 1,
+  "disk": {
+    "/": {
+      "total": "120942624768",
+      "used": "58462097408"
+    }
+  },
+  "memory": {
+    "total": "13605851136"
+  },
+  "gpu_nvidia": [
+    {
+      "name": "Tesla T4",
+      "memoryTotal": "16106127360",
+      "cudaCores": 2560,
+      "architecture": "Turing",
+      "uuid": "GPU-7e69ea04-764f-97d5-5a16-fe87280f30f7"
+    }
+  ],
+  "cudaVersion": "13.0",
+  "writerId": "onaa3bq0n2qpg4i1qzodt5h6gqomltn0"
+}
\ No newline at end of file
diff --git a/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/logs/debug-core.log b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/logs/debug-core.log
new file mode 100644
index 0000000000000000000000000000000000000000..69f59e4c2d238a1fd50dfb8d2eee806577173453
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/logs/debug-core.log
@@ -0,0 +1,10 @@
+{"time":"2026-02-18T14:42:37.294348802Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmp3ycyt8_i/port-6770.txt","pid":6770,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
+{"time":"2026-02-18T14:42:37.29509306Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":6770}
+{"time":"2026-02-18T14:42:37.295057998Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/wandb-6770-7198-429298021/socket","Net":"unix"}}
+{"time":"2026-02-18T14:42:37.378735522Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
+{"time":"2026-02-18T14:42:37.39391137Z","level":"INFO","msg":"handleInformInit: received","streamId":"a0h99ykt","id":"1(@)"}
+{"time":"2026-02-18T14:42:37.615140765Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"a0h99ykt","id":"1(@)"}
+{"time":"2026-02-18T14:42:44.048055901Z","level":"INFO","msg":"connection: cancelling request","id":"1(@)","requestId":"4vj09t3nqr7v"}
+{"time":"2026-02-18T14:48:26.81519353Z","level":"INFO","msg":"connection: cancelling request","id":"1(@)","requestId":"ldrjmbsrnag0"}
+{"time":"2026-02-18T14:48:29.981330072Z","level":"INFO","msg":"connection: cancelling request","id":"1(@)","requestId":"7wy5blubehlj"}
+{"time":"2026-02-18T14:54:10.359987487Z","level":"INFO","msg":"server: parent process exited, terminating service process"}
diff --git a/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/logs/debug-internal.log b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/logs/debug-internal.log
new file mode 100644
index 0000000000000000000000000000000000000000..7c70ff32c79cc9b1e72a08e34d26d8e301f5518f
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/logs/debug-internal.log
@@ -0,0 +1,6 @@
+{"time":"2026-02-18T14:42:37.394199692Z","level":"INFO","msg":"stream: starting","core version":"0.24.2"}
+{"time":"2026-02-18T14:42:37.612237616Z","level":"INFO","msg":"stream: created new stream","id":"a0h99ykt"}
+{"time":"2026-02-18T14:42:37.614905768Z","level":"INFO","msg":"handler: started","stream_id":"a0h99ykt"}
+{"time":"2026-02-18T14:42:37.615126264Z","level":"INFO","msg":"stream: started","id":"a0h99ykt"}
+{"time":"2026-02-18T14:42:37.61519901Z","level":"INFO","msg":"writer: started","stream_id":"a0h99ykt"}
+{"time":"2026-02-18T14:42:37.615229541Z","level":"INFO","msg":"sender: started","stream_id":"a0h99ykt"}
diff --git a/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/logs/debug.log b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/logs/debug.log
new file mode 100644
index 0000000000000000000000000000000000000000..adfb959582e7b8de6f0318e34a1f1ac5a191de5c
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/logs/debug.log
@@ -0,0 +1,22 @@
+2026-02-18 14:42:36,718 INFO    MainThread:6770 [wandb_setup.py:_flush():81] Current SDK version is 0.24.2
+2026-02-18 14:42:36,718 INFO    MainThread:6770 [wandb_setup.py:_flush():81] Configure stats pid to 6770
+2026-02-18 14:42:36,718 INFO    MainThread:6770 [wandb_setup.py:_flush():81] Loading settings from environment variables
+2026-02-18 14:42:36,718 INFO    MainThread:6770 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /content/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/logs/debug.log
+2026-02-18 14:42:36,718 INFO    MainThread:6770 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /content/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/logs/debug-internal.log
+2026-02-18 14:42:36,718 INFO    MainThread:6770 [wandb_init.py:init():844] calling init triggers
+2026-02-18 14:42:36,718 INFO    MainThread:6770 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
+config: {'_wandb': {}}
+2026-02-18 14:42:36,718 INFO    MainThread:6770 [wandb_init.py:init():892] starting backend
+2026-02-18 14:42:37,379 INFO    MainThread:6770 [wandb_init.py:init():895] sending inform_init request
+2026-02-18 14:42:37,388 INFO    MainThread:6770 [wandb_init.py:init():903] backend started and connected
+2026-02-18 14:42:37,392 INFO    MainThread:6770 [wandb_init.py:init():973] updated telemetry
+2026-02-18 14:42:37,418 INFO    MainThread:6770 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
+2026-02-18 14:42:38,009 INFO    MainThread:6770 [wandb_init.py:init():1042] starting run threads in backend
+2026-02-18 14:42:39,044 INFO    MainThread:6770 [wandb_run.py:_console_start():2529] atexit reg
+2026-02-18 14:42:39,044 INFO    MainThread:6770 [wandb_run.py:_redirect():2377] redirect: wrap_raw
+2026-02-18 14:42:39,044 INFO    MainThread:6770 [wandb_run.py:_redirect():2446] Wrapping output streams.
+2026-02-18 14:42:39,044 INFO    MainThread:6770 [wandb_run.py:_redirect():2469] Redirects installed.
+2026-02-18 14:42:39,048 INFO    MainThread:6770 [wandb_init.py:init():1082] run started, returning control to user process
+2026-02-18 14:42:39,050 INFO    MainThread:6770 [wandb_run.py:_config_callback():1404] config_cb None None {'acoustic_tokenizer_config': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_acoustic_tokenizer', 'channels': 1, 'corpus_normalize': 0.0, 'causal': True, 'vae_dim': 64, 'fix_std': 0.5, 'std_dist_type': 'gaussian', 'conv_norm': 'none', 'pad_mode': 'constant', 'layernorm_eps': 1e-05, 'disable_last_norm': True, 'layernorm': 'RMSNorm', 'layernorm_elementwise_affine': True, 'conv_bias': True, 'layer_scale_init_value': 1e-06, 'weight_init_value': 0.01, 'mixer_layer': 'depthwise_conv', 'encoder_n_filters': 32, 'encoder_ratios': [8, 5, 5, 4, 2, 2], 'encoder_depths': '3-3-3-3-3-3-8', 'decoder_ratios': [8, 5, 5, 4, 2, 2], 'decoder_n_filters': 32, 'decoder_depths': None}, 'semantic_tokenizer_config': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_semantic_tokenizer', 'channels': 1, 'corpus_normalize': 0.0, 'causal': True, 'vae_dim': 128, 'fix_std': 0, 'std_dist_type': 'none', 'conv_norm': 'none', 'pad_mode': 'constant', 'layernorm_eps': 1e-05, 'disable_last_norm': True, 'layernorm': 'RMSNorm', 'layernorm_elementwise_affine': True, 'conv_bias': True, 'layer_scale_init_value': 1e-06, 'weight_init_value': 0.01, 'mixer_layer': 'depthwise_conv', 'encoder_n_filters': 32, 'encoder_ratios': [8, 5, 5, 4, 2, 2], 'encoder_depths': '3-3-3-3-3-3-8'}, 'decoder_config': {'vocab_size': 151936, 'max_position_embeddings': 65536, 'hidden_size': 1536, 'intermediate_size': 8960, 'num_hidden_layers': 28, 'num_attention_heads': 12, 'use_sliding_window': False, 'sliding_window': None, 'max_window_layers': 28, 'num_key_value_heads': 2, 'hidden_act': 'silu', 'initializer_range': 0.02, 'rms_norm_eps': 1e-06, 'use_cache': True, 'rope_theta': 1000000.0, 'rope_scaling': None, 'attention_dropout': 0.0, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'qwen2'}, 'diffusion_head_config': {'hidden_size': 1536, 'head_layers': 4, 'head_ffn_ratio': 3.0, 'rms_norm_eps': 1e-05, 'latent_size': 64, 'speech_vae_dim': 64, 'prediction_type': 'v_prediction', 'diffusion_type': 'ddpm', 'ddpm_num_steps': 1000, 'ddpm_num_inference_steps': 20, 'ddpm_beta_schedule': 'cosine', 'ddpm_batch_mul': 4, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_diffusion_head'}, 'acoustic_vae_dim': 64, 'semantic_vae_dim': 128, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['VibeVoiceForConditionalGeneration'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'microsoft/VibeVoice-1.5B', '_attn_implementation_autoset': True, 'transformers_version': '4.51.3', 'model_type': 'vibevoice', 'output_dir': '/content/', 'overwrite_output_dir': False, 'do_train': True, 'do_eval': False, 'do_predict': False, 'eval_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 1, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 10, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 5e-05, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 0.6, 'num_train_epochs': 8.0, 'max_steps': -1, 'lr_scheduler_type': 'cosine', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.1, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/content/runs/Feb18_14-41-34_d690d73e974e', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 60, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 80.0, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '/content/', 'disable_tqdm': False, 'remove_unused_columns': False, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'tp_size': 0, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False, 'ddpm_batch_mul': 1, 'ce_loss_weight': 1.1, 'diffusion_loss_weight': 1.7, 'debug_ce_details': False, 'debug_ce_topk': 5, 'debug_ce_max_examples': 1, 'debug_ce_every_n_steps': 200, 'gradient_clipping': True, 'debug_save': False}
+2026-02-18 14:42:39,062 INFO    MainThread:6770 [wandb_config.py:__setitem__():154] [no run ID] config set model/num_parameters = 2740951521 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7d301a5f4980>>
+2026-02-18 14:42:39,063 INFO    MainThread:6770 [wandb_run.py:_config_callback():1404] config_cb model/num_parameters 2740951521 None
diff --git a/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/run-a0h99ykt.wandb b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/run-a0h99ykt.wandb
new file mode 100644
index 0000000000000000000000000000000000000000..d71a5626822278b43a8a70353bccad1013defbd4
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/run-a0h99ykt.wandb
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a03bf1fc58351dc61292d339918af8d7698f3acd739a892d529d90593bb0403a
+size 557056
diff --git a/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/config.yaml b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..95d2dc39c5eea5a526fe4749e80d1cbcf0879da9
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/config.yaml
@@ -0,0 +1,896 @@
+_attn_implementation_autoset:
+    value: true
+_name_or_path:
+    value: microsoft/VibeVoice-1.5B
+_wandb:
+    value:
+        cli_version: 0.25.0
+        e:
+            ot81s5a2jxy95zd36wn3cusmqmetmv9a:
+                args:
+                    - --model_name_or_path
+                    - microsoft/VibeVoice-1.5B
+                    - --processor_name_or_path
+                    - vibevoice/processor
+                    - --text_column_name
+                    - text
+                    - --audio_column_name
+                    - audio
+                    - --voice_prompts_column_name
+                    - voice_prompts
+                    - --output_dir
+                    - /kaggle/working/
+                    - --per_device_train_batch_size
+                    - "1"
+                    - --gradient_accumulation_steps
+                    - "12"
+                    - --resume_from_checkpoint
+                    - /kaggle/working/lor/VibeVoice-finetuning/checkpoint-3600
+                    - --learning_rate
+                    - "5e-5"
+                    - --num_train_epochs
+                    - "5"
+                    - --logging_steps
+                    - "10"
+                    - --save_steps
+                    - "1450"
+                    - --eval_steps
+                    - "100"
+                    - --lora_r
+                    - "64"
+                    - --lora_alpha
+                    - "128"
+                    - --report_to
+                    - wandb
+                    - --remove_unused_columns
+                    - "False"
+                    - --fp16
+                    - "True"
+                    - --do_train
+                    - --gradient_clipping
+                    - --gradient_checkpointing
+                    - "False"
+                    - --ddpm_batch_mul
+                    - "1"
+                    - --diffusion_loss_weight
+                    - "1.9"
+                    - --train_diffusion_head
+                    - "True"
+                    - --ce_loss_weight
+                    - "0.55"
+                    - --voice_prompt_drop_rate
+                    - "0.2"
+                    - --lora_target_modules
+                    - q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj
+                    - --lr_scheduler_type
+                    - cosine
+                    - --warmup_ratio
+                    - "0.06"
+                    - --max_grad_norm
+                    - "0.6"
+                cpu_count: 2
+                cpu_count_logical: 4
+                cudaVersion: "13.0"
+                disk:
+                    /:
+                        total: "8656922775552"
+                        used: "7171193937920"
+                email: aralien0907@gmail.com
+                executable: /usr/bin/python3
+                gpu: Tesla T4
+                gpu_count: 2
+                gpu_nvidia:
+                    - architecture: Turing
+                      cudaCores: 2560
+                      memoryTotal: "16106127360"
+                      name: Tesla T4
+                      uuid: GPU-6cbb4e3c-0bff-3a30-44ad-c21cd407e831
+                    - architecture: Turing
+                      cudaCores: 2560
+                      memoryTotal: "16106127360"
+                      name: Tesla T4
+                      uuid: GPU-4bb80fae-4a34-ae98-2deb-8fe74390b833
+                host: 3ef0c900b82d
+                memory:
+                    total: "33662472192"
+                os: Linux-6.6.113+-x86_64-with-glibc2.35
+                program: -m src.finetune_vibevoice_lora105
+                python: CPython 3.12.12
+                root: /kaggle/working/VibeVoice-finetuning
+                startedAt: "2026-02-27T17:07:35.226853Z"
+                writerId: ot81s5a2jxy95zd36wn3cusmqmetmv9a
+        m:
+            - "1": train/global_step
+              "6":
+                - 3
+              "7": []
+            - "2": '*'
+              "5": 1
+              "6":
+                - 1
+              "7": []
+        python_version: 3.12.12
+        t:
+            "1":
+                - 1
+                - 2
+                - 3
+                - 5
+                - 11
+                - 12
+                - 41
+                - 49
+                - 51
+                - 53
+                - 63
+                - 71
+                - 83
+                - 98
+                - 105
+            "2":
+                - 1
+                - 2
+                - 3
+                - 5
+                - 11
+                - 12
+                - 41
+                - 49
+                - 51
+                - 53
+                - 63
+                - 71
+                - 83
+                - 98
+                - 105
+            "3":
+                - 7
+                - 13
+                - 19
+                - 62
+                - 66
+            "4": 3.12.12
+            "5": 0.25.0
+            "6": 4.51.3
+            "8":
+                - 2
+            "9":
+                "1": transformers_trainer
+            "12": 0.25.0
+            "13": linux-x86_64
+accelerator_config:
+    value:
+        dispatch_batches: null
+        even_batches: true
+        gradient_accumulation_kwargs: null
+        non_blocking: false
+        split_batches: false
+        use_seedable_sampler: true
+acoustic_tokenizer_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        causal: true
+        channels: 1
+        chunk_size_feed_forward: 0
+        conv_bias: true
+        conv_norm: none
+        corpus_normalize: 0
+        cross_attention_hidden_size: null
+        decoder_depths: null
+        decoder_n_filters: 32
+        decoder_ratios:
+            - 8
+            - 5
+            - 5
+            - 4
+            - 2
+            - 2
+        decoder_start_token_id: null
+        disable_last_norm: true
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_depths: 3-3-3-3-3-3-8
+        encoder_n_filters: 32
+        encoder_no_repeat_ngram_size: 0
+        encoder_ratios:
+            - 8
+            - 5
+            - 5
+            - 4
+            - 2
+            - 2
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        fix_std: 0.5
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        layer_scale_init_value: 1e-06
+        layernorm: RMSNorm
+        layernorm_elementwise_affine: true
+        layernorm_eps: 1e-05
+        length_penalty: 1
+        max_length: 20
+        min_length: 0
+        mixer_layer: depthwise_conv
+        model_type: vibevoice_acoustic_tokenizer
+        no_repeat_ngram_size: 0
+        num_beam_groups: 1
+        num_beams: 1
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_mode: constant
+        pad_token_id: null
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        sep_token_id: null
+        std_dist_type: gaussian
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+        vae_dim: 64
+        weight_init_value: 0.01
+acoustic_vae_dim:
+    value: 64
+adafactor:
+    value: false
+adam_beta1:
+    value: 0.9
+adam_beta2:
+    value: 0.999
+adam_epsilon:
+    value: 1e-08
+add_cross_attention:
+    value: false
+architectures:
+    value:
+        - VibeVoiceForConditionalGeneration
+auto_find_batch_size:
+    value: false
+average_tokens_across_devices:
+    value: false
+bad_words_ids:
+    value: null
+batch_eval_metrics:
+    value: false
+begin_suppress_tokens:
+    value: null
+bf16:
+    value: false
+bf16_full_eval:
+    value: false
+bos_token_id:
+    value: null
+ce_loss_weight:
+    value: 0.55
+chunk_size_feed_forward:
+    value: 0
+cross_attention_hidden_size:
+    value: null
+data_seed:
+    value: null
+dataloader_drop_last:
+    value: false
+dataloader_num_workers:
+    value: 0
+dataloader_persistent_workers:
+    value: false
+dataloader_pin_memory:
+    value: true
+dataloader_prefetch_factor:
+    value: null
+ddp_backend:
+    value: null
+ddp_broadcast_buffers:
+    value: null
+ddp_bucket_cap_mb:
+    value: null
+ddp_find_unused_parameters:
+    value: null
+ddp_timeout:
+    value: 1800
+ddpm_batch_mul:
+    value: 1
+debug:
+    value: []
+debug_ce_details:
+    value: false
+debug_ce_every_n_steps:
+    value: 200
+debug_ce_max_examples:
+    value: 1
+debug_ce_topk:
+    value: 5
+debug_save:
+    value: false
+decoder_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        attention_dropout: 0
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        chunk_size_feed_forward: 0
+        cross_attention_hidden_size: null
+        decoder_start_token_id: null
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_no_repeat_ngram_size: 0
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        hidden_act: silu
+        hidden_size: 1536
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        initializer_range: 0.02
+        intermediate_size: 8960
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        length_penalty: 1
+        max_length: 20
+        max_position_embeddings: 65536
+        max_window_layers: 28
+        min_length: 0
+        model_type: qwen2
+        no_repeat_ngram_size: 0
+        num_attention_heads: 12
+        num_beam_groups: 1
+        num_beams: 1
+        num_hidden_layers: 28
+        num_key_value_heads: 2
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_token_id: null
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        rms_norm_eps: 1e-06
+        rope_scaling: null
+        rope_theta: 1e+06
+        sep_token_id: null
+        sliding_window: null
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+        use_cache: true
+        use_sliding_window: false
+        vocab_size: 151936
+decoder_start_token_id:
+    value: null
+deepspeed:
+    value: null
+diffusion_head_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        chunk_size_feed_forward: 0
+        cross_attention_hidden_size: null
+        ddpm_batch_mul: 4
+        ddpm_beta_schedule: cosine
+        ddpm_num_inference_steps: 20
+        ddpm_num_steps: 1000
+        decoder_start_token_id: null
+        diffusion_type: ddpm
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_no_repeat_ngram_size: 0
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        head_ffn_ratio: 3
+        head_layers: 4
+        hidden_size: 1536
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        latent_size: 64
+        length_penalty: 1
+        max_length: 20
+        min_length: 0
+        model_type: vibevoice_diffusion_head
+        no_repeat_ngram_size: 0
+        num_beam_groups: 1
+        num_beams: 1
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_token_id: null
+        prediction_type: v_prediction
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        rms_norm_eps: 1e-05
+        sep_token_id: null
+        speech_vae_dim: 64
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+diffusion_loss_weight:
+    value: 1.9
+disable_tqdm:
+    value: false
+diversity_penalty:
+    value: 0
+do_eval:
+    value: false
+do_predict:
+    value: false
+do_sample:
+    value: false
+do_train:
+    value: true
+early_stopping:
+    value: false
+encoder_no_repeat_ngram_size:
+    value: 0
+eos_token_id:
+    value: null
+eval_accumulation_steps:
+    value: null
+eval_delay:
+    value: 0
+eval_do_concat_batches:
+    value: true
+eval_on_start:
+    value: false
+eval_steps:
+    value: 100
+eval_strategy:
+    value: "no"
+eval_use_gather_object:
+    value: false
+exponential_decay_length_penalty:
+    value: null
+finetuning_task:
+    value: null
+forced_bos_token_id:
+    value: null
+forced_eos_token_id:
+    value: null
+fp16:
+    value: true
+fp16_backend:
+    value: auto
+fp16_full_eval:
+    value: false
+fp16_opt_level:
+    value: O1
+fsdp:
+    value: []
+fsdp_config:
+    value:
+        min_num_params: 0
+        xla: false
+        xla_fsdp_grad_ckpt: false
+        xla_fsdp_v2: false
+fsdp_min_num_params:
+    value: 0
+fsdp_transformer_layer_cls_to_wrap:
+    value: null
+full_determinism:
+    value: false
+gradient_accumulation_steps:
+    value: 12
+gradient_checkpointing:
+    value: false
+gradient_checkpointing_kwargs:
+    value: null
+gradient_clipping:
+    value: true
+greater_is_better:
+    value: null
+group_by_length:
+    value: false
+half_precision_backend:
+    value: auto
+hub_always_push:
+    value: false
+hub_model_id:
+    value: null
+hub_private_repo:
+    value: null
+hub_strategy:
+    value: every_save
+hub_token:
+    value: <HUB_TOKEN>
+id2label:
+    value:
+        "0": LABEL_0
+        "1": LABEL_1
+ignore_data_skip:
+    value: false
+include_for_metrics:
+    value: []
+include_inputs_for_metrics:
+    value: false
+include_num_input_tokens_seen:
+    value: false
+include_tokens_per_second:
+    value: false
+is_decoder:
+    value: false
+is_encoder_decoder:
+    value: false
+jit_mode_eval:
+    value: false
+label_names:
+    value: null
+label_smoothing_factor:
+    value: 0
+label2id:
+    value:
+        LABEL_0: 0
+        LABEL_1: 1
+learning_rate:
+    value: 5e-05
+length_column_name:
+    value: length
+length_penalty:
+    value: 1
+load_best_model_at_end:
+    value: false
+local_rank:
+    value: 0
+log_level:
+    value: passive
+log_level_replica:
+    value: warning
+log_on_each_node:
+    value: true
+logging_dir:
+    value: /kaggle/working/runs/Feb27_17-06-52_3ef0c900b82d
+logging_first_step:
+    value: false
+logging_nan_inf_filter:
+    value: true
+logging_steps:
+    value: 10
+logging_strategy:
+    value: steps
+lr_scheduler_type:
+    value: cosine
+max_grad_norm:
+    value: 0.6
+max_length:
+    value: 20
+max_steps:
+    value: -1
+metric_for_best_model:
+    value: null
+min_length:
+    value: 0
+model/num_parameters:
+    value: 2777881057
+model_type:
+    value: vibevoice
+mp_parameters:
+    value: ""
+neftune_noise_alpha:
+    value: null
+no_cuda:
+    value: false
+no_repeat_ngram_size:
+    value: 0
+num_beam_groups:
+    value: 1
+num_beams:
+    value: 1
+num_return_sequences:
+    value: 1
+num_train_epochs:
+    value: 5
+optim:
+    value: adamw_torch
+optim_args:
+    value: null
+optim_target_modules:
+    value: null
+output_attentions:
+    value: false
+output_dir:
+    value: /kaggle/working/
+output_hidden_states:
+    value: false
+output_scores:
+    value: false
+overwrite_output_dir:
+    value: false
+pad_token_id:
+    value: null
+past_index:
+    value: -1
+per_device_eval_batch_size:
+    value: 8
+per_device_train_batch_size:
+    value: 1
+per_gpu_eval_batch_size:
+    value: null
+per_gpu_train_batch_size:
+    value: null
+prediction_loss_only:
+    value: false
+prefix:
+    value: null
+problem_type:
+    value: null
+push_to_hub:
+    value: false
+push_to_hub_model_id:
+    value: null
+push_to_hub_organization:
+    value: null
+push_to_hub_token:
+    value: <PUSH_TO_HUB_TOKEN>
+ray_scope:
+    value: last
+remove_invalid_values:
+    value: false
+remove_unused_columns:
+    value: false
+repetition_penalty:
+    value: 1
+report_to:
+    value:
+        - wandb
+restore_callback_states_from_checkpoint:
+    value: false
+resume_from_checkpoint:
+    value: /kaggle/working/lor/VibeVoice-finetuning/checkpoint-3600
+return_dict:
+    value: true
+return_dict_in_generate:
+    value: false
+run_name:
+    value: /kaggle/working/
+save_on_each_node:
+    value: false
+save_only_model:
+    value: false
+save_safetensors:
+    value: true
+save_steps:
+    value: 1450
+save_strategy:
+    value: steps
+save_total_limit:
+    value: null
+seed:
+    value: 42
+semantic_tokenizer_config:
+    value:
+        _attn_implementation_autoset: false
+        _name_or_path: ""
+        add_cross_attention: false
+        architectures: null
+        bad_words_ids: null
+        begin_suppress_tokens: null
+        bos_token_id: null
+        causal: true
+        channels: 1
+        chunk_size_feed_forward: 0
+        conv_bias: true
+        conv_norm: none
+        corpus_normalize: 0
+        cross_attention_hidden_size: null
+        decoder_start_token_id: null
+        disable_last_norm: true
+        diversity_penalty: 0
+        do_sample: false
+        early_stopping: false
+        encoder_depths: 3-3-3-3-3-3-8
+        encoder_n_filters: 32
+        encoder_no_repeat_ngram_size: 0
+        encoder_ratios:
+            - 8
+            - 5
+            - 5
+            - 4
+            - 2
+            - 2
+        eos_token_id: null
+        exponential_decay_length_penalty: null
+        finetuning_task: null
+        fix_std: 0
+        forced_bos_token_id: null
+        forced_eos_token_id: null
+        id2label:
+            "0": LABEL_0
+            "1": LABEL_1
+        is_decoder: false
+        is_encoder_decoder: false
+        label2id:
+            LABEL_0: 0
+            LABEL_1: 1
+        layer_scale_init_value: 1e-06
+        layernorm: RMSNorm
+        layernorm_elementwise_affine: true
+        layernorm_eps: 1e-05
+        length_penalty: 1
+        max_length: 20
+        min_length: 0
+        mixer_layer: depthwise_conv
+        model_type: vibevoice_semantic_tokenizer
+        no_repeat_ngram_size: 0
+        num_beam_groups: 1
+        num_beams: 1
+        num_return_sequences: 1
+        output_attentions: false
+        output_hidden_states: false
+        output_scores: false
+        pad_mode: constant
+        pad_token_id: null
+        prefix: null
+        problem_type: null
+        remove_invalid_values: false
+        repetition_penalty: 1
+        return_dict: true
+        return_dict_in_generate: false
+        sep_token_id: null
+        std_dist_type: none
+        suppress_tokens: null
+        task_specific_params: null
+        temperature: 1
+        tf_legacy_loss: false
+        tie_encoder_decoder: false
+        tie_word_embeddings: true
+        tokenizer_class: null
+        top_k: 50
+        top_p: 1
+        torch_dtype: float16
+        torchscript: false
+        typical_p: 1
+        use_bfloat16: false
+        vae_dim: 128
+        weight_init_value: 0.01
+semantic_vae_dim:
+    value: 128
+sep_token_id:
+    value: null
+skip_memory_metrics:
+    value: true
+suppress_tokens:
+    value: null
+task_specific_params:
+    value: null
+temperature:
+    value: 1
+tf_legacy_loss:
+    value: false
+tf32:
+    value: null
+tie_encoder_decoder:
+    value: false
+tie_word_embeddings:
+    value: true
+tokenizer_class:
+    value: null
+top_k:
+    value: 50
+top_p:
+    value: 1
+torch_compile:
+    value: false
+torch_compile_backend:
+    value: null
+torch_compile_mode:
+    value: null
+torch_dtype:
+    value: float16
+torch_empty_cache_steps:
+    value: null
+torchdynamo:
+    value: null
+torchscript:
+    value: false
+tp_size:
+    value: 0
+tpu_metrics_debug:
+    value: false
+tpu_num_cores:
+    value: null
+transformers_version:
+    value: 4.51.3
+typical_p:
+    value: 1
+use_bfloat16:
+    value: false
+use_cpu:
+    value: false
+use_ipex:
+    value: false
+use_legacy_prediction_loop:
+    value: false
+use_liger_kernel:
+    value: false
+use_mps_device:
+    value: false
+warmup_ratio:
+    value: 0.06
+warmup_steps:
+    value: 0
+weight_decay:
+    value: 0
diff --git a/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/output.log b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/output.log
new file mode 100644
index 0000000000000000000000000000000000000000..60b603237d29b39b98eee58fc6f4e9b1cc791841
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/output.log
@@ -0,0 +1,14755 @@
+                                                                                
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 73.0, 'epoch': 0}
+{'train/ce_loss': 1.2159013748168945, 'train/diffusion_loss': 0.534344494342804, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 196.0, 'epoch': 0}
+{'train/ce_loss': 1.6355905532836914, 'train/diffusion_loss': 0.4876631498336792, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 176.0, 'epoch': 0}
+{'train/ce_loss': 1.6463569402694702, 'train/diffusion_loss': 0.5550796389579773, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 183.0, 'epoch': 0}
+{'train/ce_loss': 1.7546074390411377, 'train/diffusion_loss': 0.5712814331054688, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 166.0, 'epoch': 0}
+{'train/ce_loss': 1.5692304372787476, 'train/diffusion_loss': 0.5153524279594421, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 90.0, 'epoch': 0}
+{'train/ce_loss': 1.28242826461792, 'train/diffusion_loss': 0.492874413728714, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 196.0, 'epoch': 0}
+{'train/ce_loss': 2.0418860912323, 'train/diffusion_loss': 0.4909185469150543, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 74.0, 'epoch': 0}
+{'train/ce_loss': 1.0621129274368286, 'train/diffusion_loss': 0.48173174262046814, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 121.0, 'epoch': 0}
+{'train/ce_loss': 1.4449366331100464, 'train/diffusion_loss': 0.5248724818229675, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 110.0, 'epoch': 0}
+{'train/ce_loss': 1.541914463043213, 'train/diffusion_loss': 0.49838587641716003, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 106.0, 'epoch': 0}
+{'train/ce_loss': 1.702514410018921, 'train/diffusion_loss': 0.5214475393295288, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 145.0, 'epoch': 0}
+{'train/ce_loss': 1.6836961507797241, 'train/diffusion_loss': 0.5197704434394836, 'epoch': 0}
+{'train/learning_rate_real': 0.0, 'epoch': 0}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 70.0, 'epoch': 0.01}
+{'train/ce_loss': 1.2308838367462158, 'train/diffusion_loss': 0.48164162039756775, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 191.0, 'epoch': 0.01}
+{'train/ce_loss': 1.8580448627471924, 'train/diffusion_loss': 0.5609411597251892, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 142.0, 'epoch': 0.01}
+{'train/ce_loss': 1.4344643354415894, 'train/diffusion_loss': 0.5091163516044617, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 408.0, 'debug/num_tok_loss': 225.0, 'debug/num_lat_total': 408.0, 'debug/num_lat_loss': 225.0, 'epoch': 0.01}
+{'train/ce_loss': 1.8540090322494507, 'train/diffusion_loss': 0.48489251732826233, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 155.0, 'epoch': 0.01}
+{'train/ce_loss': 2.0736746788024902, 'train/diffusion_loss': 0.5317901372909546, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 171.0, 'epoch': 0.01}
+{'train/ce_loss': 1.7170791625976562, 'train/diffusion_loss': 0.49325937032699585, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.01}
+{'train/ce_loss': 1.3271435499191284, 'train/diffusion_loss': 0.4445173442363739, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.01}
+{'train/ce_loss': 1.5723093748092651, 'train/diffusion_loss': 0.5070239305496216, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 110.0, 'epoch': 0.01}
+{'train/ce_loss': 1.7860535383224487, 'train/diffusion_loss': 0.5130157470703125, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.01}
+{'train/ce_loss': 1.4147813320159912, 'train/diffusion_loss': 0.49483999609947205, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.01}
+{'train/ce_loss': 1.3108487129211426, 'train/diffusion_loss': 0.4799184799194336, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 124.0, 'epoch': 0.01}
+{'train/ce_loss': 1.879812479019165, 'train/diffusion_loss': 0.5490599870681763, 'epoch': 0.01}
+{'train/learning_rate_real': 2.0000000000000003e-06, 'epoch': 0.01}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 142.0, 'epoch': 0.02}
+{'train/ce_loss': 1.3317283391952515, 'train/diffusion_loss': 0.5222371220588684, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 100.0, 'epoch': 0.02}
+{'train/ce_loss': 1.708537220954895, 'train/diffusion_loss': 0.5146914720535278, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 163.0, 'epoch': 0.02}
+{'train/ce_loss': 1.8027907609939575, 'train/diffusion_loss': 0.5500215888023376, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.02}
+{'train/ce_loss': 1.339302897453308, 'train/diffusion_loss': 0.5287600755691528, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.02}
+{'train/ce_loss': 1.4027069807052612, 'train/diffusion_loss': 0.5365809202194214, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 165.0, 'epoch': 0.02}
+{'train/ce_loss': 1.7745630741119385, 'train/diffusion_loss': 0.5309811234474182, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 140.0, 'epoch': 0.02}
+{'train/ce_loss': 2.0054750442504883, 'train/diffusion_loss': 0.5388142466545105, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.02}
+{'train/ce_loss': 1.4899475574493408, 'train/diffusion_loss': 0.47978344559669495, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 177.0, 'epoch': 0.02}
+{'train/ce_loss': 1.7058188915252686, 'train/diffusion_loss': 0.456570029258728, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 281.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 281.0, 'debug/num_lat_loss': 118.0, 'epoch': 0.02}
+{'train/ce_loss': 1.8882863521575928, 'train/diffusion_loss': 0.5137397050857544, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 214.0, 'epoch': 0.02}
+{'train/ce_loss': 1.9750677347183228, 'train/diffusion_loss': 0.47910982370376587, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.02}
+{'train/ce_loss': 1.529861330986023, 'train/diffusion_loss': 0.5415688753128052, 'epoch': 0.02}
+{'train/learning_rate_real': 4.000000000000001e-06, 'epoch': 0.02}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.04}
+{'train/ce_loss': 1.045660376548767, 'train/diffusion_loss': 0.4778241217136383, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.04}
+{'train/ce_loss': 1.1839646100997925, 'train/diffusion_loss': 0.5013038516044617, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 366.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 366.0, 'debug/num_lat_loss': 172.0, 'epoch': 0.04}
+{'train/ce_loss': 2.266202688217163, 'train/diffusion_loss': 0.5031880140304565, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 88.0, 'epoch': 0.04}
+{'train/ce_loss': 1.1927238702774048, 'train/diffusion_loss': 0.49257659912109375, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.04}
+{'train/ce_loss': 1.4181684255599976, 'train/diffusion_loss': 0.4668368399143219, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 131.0, 'epoch': 0.04}
+{'train/ce_loss': 1.7990626096725464, 'train/diffusion_loss': 0.47005414962768555, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 281.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 281.0, 'debug/num_lat_loss': 71.0, 'epoch': 0.04}
+{'train/ce_loss': 1.2884044647216797, 'train/diffusion_loss': 0.4845367670059204, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 121.0, 'epoch': 0.04}
+{'train/ce_loss': 1.932094693183899, 'train/diffusion_loss': 0.5092846155166626, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.04}
+{'train/ce_loss': 1.0373615026474, 'train/diffusion_loss': 0.4932684302330017, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 166.0, 'epoch': 0.04}
+{'train/ce_loss': 1.8849070072174072, 'train/diffusion_loss': 0.5545516014099121, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 368.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 368.0, 'debug/num_lat_loss': 188.0, 'epoch': 0.04}
+{'train/ce_loss': 1.8587439060211182, 'train/diffusion_loss': 0.5177977085113525, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.04}
+{'train/ce_loss': 1.5600345134735107, 'train/diffusion_loss': 0.546188473701477, 'epoch': 0.04}
+{'train/learning_rate_real': 6e-06, 'epoch': 0.04}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 93.0, 'epoch': 0.05}
+{'train/ce_loss': 1.2837008237838745, 'train/diffusion_loss': 0.4800918698310852, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.05}
+{'train/ce_loss': 1.3950355052947998, 'train/diffusion_loss': 0.4630555808544159, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 137.0, 'epoch': 0.05}
+{'train/ce_loss': 1.0862128734588623, 'train/diffusion_loss': 0.503768265247345, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 189.0, 'epoch': 0.05}
+{'train/ce_loss': 2.0726916790008545, 'train/diffusion_loss': 0.4728275239467621, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 143.0, 'epoch': 0.05}
+{'train/ce_loss': 1.7105205059051514, 'train/diffusion_loss': 0.5305033326148987, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 122.0, 'epoch': 0.05}
+{'train/ce_loss': 1.4500064849853516, 'train/diffusion_loss': 0.5549548268318176, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.05}
+{'train/ce_loss': 1.5150485038757324, 'train/diffusion_loss': 0.4653439223766327, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 380.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 380.0, 'debug/num_lat_loss': 186.0, 'epoch': 0.05}
+{'train/ce_loss': 1.7237474918365479, 'train/diffusion_loss': 0.5108931660652161, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 133.0, 'epoch': 0.05}
+{'train/ce_loss': 1.5278373956680298, 'train/diffusion_loss': 0.5226168036460876, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.05}
+{'train/ce_loss': 1.206993818283081, 'train/diffusion_loss': 0.4183230400085449, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.05}
+{'train/ce_loss': 1.2387949228286743, 'train/diffusion_loss': 0.4350939989089966, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.05}
+{'train/ce_loss': 1.8210980892181396, 'train/diffusion_loss': 0.5354514718055725, 'epoch': 0.05}
+{'train/learning_rate_real': 8.000000000000001e-06, 'epoch': 0.05}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 142.0, 'epoch': 0.06}
+{'train/ce_loss': 1.1825343370437622, 'train/diffusion_loss': 0.5860030651092529, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 194.0, 'epoch': 0.06}
+{'train/ce_loss': 2.0811610221862793, 'train/diffusion_loss': 0.49010616540908813, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 76.0, 'epoch': 0.06}
+{'train/ce_loss': 1.1103543043136597, 'train/diffusion_loss': 0.4408411383628845, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 145.0, 'epoch': 0.06}
+{'train/ce_loss': 2.568854331970215, 'train/diffusion_loss': 0.6067478656768799, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.06}
+{'train/ce_loss': 1.2080732583999634, 'train/diffusion_loss': 0.45136311650276184, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.06}
+{'train/ce_loss': 1.6147823333740234, 'train/diffusion_loss': 0.5097847580909729, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 124.0, 'epoch': 0.06}
+{'train/ce_loss': 1.47881281375885, 'train/diffusion_loss': 0.46218329668045044, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 189.0, 'epoch': 0.06}
+{'train/ce_loss': 1.958285927772522, 'train/diffusion_loss': 0.5765277147293091, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 190.0, 'epoch': 0.06}
+{'train/ce_loss': 1.6467877626419067, 'train/diffusion_loss': 0.49739569425582886, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 385.0, 'debug/num_tok_loss': 224.0, 'debug/num_lat_total': 385.0, 'debug/num_lat_loss': 224.0, 'epoch': 0.06}
+{'train/ce_loss': 1.7348132133483887, 'train/diffusion_loss': 0.5328709483146667, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 129.0, 'epoch': 0.06}
+{'train/ce_loss': 2.033586263656616, 'train/diffusion_loss': 0.5025032162666321, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 143.0, 'epoch': 0.06}
+{'train/ce_loss': 2.1790578365325928, 'train/diffusion_loss': 0.5946399569511414, 'epoch': 0.06}
+{'train/learning_rate_real': 1e-05, 'epoch': 0.06}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 141.0, 'epoch': 0.07}
+{'train/ce_loss': 1.6009182929992676, 'train/diffusion_loss': 0.549370527267456, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.07}
+{'train/ce_loss': 1.0101038217544556, 'train/diffusion_loss': 0.4624626040458679, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 166.0, 'epoch': 0.07}
+{'train/ce_loss': 2.193410873413086, 'train/diffusion_loss': 0.5481541156768799, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.07}
+{'train/ce_loss': 1.5106014013290405, 'train/diffusion_loss': 0.5112647414207458, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.07}
+{'train/ce_loss': 1.6369696855545044, 'train/diffusion_loss': 0.5237395167350769, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.07}
+{'train/ce_loss': 1.617302656173706, 'train/diffusion_loss': 0.5679803490638733, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 138.0, 'epoch': 0.07}
+{'train/ce_loss': 1.6973357200622559, 'train/diffusion_loss': 0.4618174731731415, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.07}
+{'train/ce_loss': 1.6737459897994995, 'train/diffusion_loss': 0.5765525698661804, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 64.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 64.0, 'epoch': 0.07}
+{'train/ce_loss': 1.2859710454940796, 'train/diffusion_loss': 0.47306525707244873, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 93.0, 'epoch': 0.07}
+{'train/ce_loss': 1.270577073097229, 'train/diffusion_loss': 0.48669183254241943, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.07}
+{'train/ce_loss': 1.3049921989440918, 'train/diffusion_loss': 0.5457574725151062, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 90.0, 'epoch': 0.07}
+{'train/ce_loss': 1.150972843170166, 'train/diffusion_loss': 0.46883752942085266, 'epoch': 0.07}
+{'train/learning_rate_real': 1.2e-05, 'epoch': 0.07}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.08}
+{'train/ce_loss': 1.9115016460418701, 'train/diffusion_loss': 0.5491470098495483, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 144.0, 'epoch': 0.08}
+{'train/ce_loss': 1.745099663734436, 'train/diffusion_loss': 0.5688074231147766, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 141.0, 'epoch': 0.08}
+{'train/ce_loss': 1.6270831823349, 'train/diffusion_loss': 0.5126819014549255, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 139.0, 'epoch': 0.08}
+{'train/ce_loss': 1.2945207357406616, 'train/diffusion_loss': 0.48111259937286377, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.08}
+{'train/ce_loss': 1.384681224822998, 'train/diffusion_loss': 0.521271824836731, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 131.0, 'epoch': 0.08}
+{'train/ce_loss': 1.8585232496261597, 'train/diffusion_loss': 0.5544650554656982, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.08}
+{'train/ce_loss': 1.9853910207748413, 'train/diffusion_loss': 0.5097904205322266, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.08}
+{'train/ce_loss': 1.666566014289856, 'train/diffusion_loss': 0.5474253296852112, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 129.0, 'epoch': 0.08}
+{'train/ce_loss': 1.6427401304244995, 'train/diffusion_loss': 0.5039005279541016, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 85.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 85.0, 'epoch': 0.08}
+{'train/ce_loss': 0.938772439956665, 'train/diffusion_loss': 0.41843244433403015, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 172.0, 'epoch': 0.08}
+{'train/ce_loss': 1.7365092039108276, 'train/diffusion_loss': 0.5545981526374817, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 120.0, 'epoch': 0.08}
+{'train/ce_loss': 1.5110810995101929, 'train/diffusion_loss': 0.5952650904655457, 'epoch': 0.08}
+{'train/learning_rate_real': 1.4000000000000001e-05, 'epoch': 0.08}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.1}
+{'train/ce_loss': 1.5742546319961548, 'train/diffusion_loss': 0.4842444658279419, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 110.0, 'epoch': 0.1}
+{'train/ce_loss': 1.5357240438461304, 'train/diffusion_loss': 0.5023616552352905, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 87.0, 'epoch': 0.1}
+{'train/ce_loss': 1.010481357574463, 'train/diffusion_loss': 0.5536726713180542, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.1}
+{'train/ce_loss': 1.1257851123809814, 'train/diffusion_loss': 0.4949842393398285, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 83.0, 'epoch': 0.1}
+{'train/ce_loss': 1.3114956617355347, 'train/diffusion_loss': 0.5054099559783936, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 218.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 218.0, 'debug/num_lat_loss': 103.0, 'epoch': 0.1}
+{'train/ce_loss': 1.6602591276168823, 'train/diffusion_loss': 0.49850183725357056, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 164.0, 'epoch': 0.1}
+{'train/ce_loss': 1.70232093334198, 'train/diffusion_loss': 0.5072469115257263, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 93.0, 'epoch': 0.1}
+{'train/ce_loss': 1.5430448055267334, 'train/diffusion_loss': 0.4769669473171234, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 104.0, 'epoch': 0.1}
+{'train/ce_loss': 1.1545556783676147, 'train/diffusion_loss': 0.429878830909729, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 152.0, 'epoch': 0.1}
+{'train/ce_loss': 1.6493526697158813, 'train/diffusion_loss': 0.46994641423225403, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.1}
+{'train/ce_loss': 1.339532494544983, 'train/diffusion_loss': 0.4737199544906616, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 138.0, 'epoch': 0.1}
+{'train/ce_loss': 1.5784635543823242, 'train/diffusion_loss': 0.5017810463905334, 'epoch': 0.1}
+{'train/learning_rate_real': 1.6000000000000003e-05, 'epoch': 0.1}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.11}
+{'train/ce_loss': 1.4304567575454712, 'train/diffusion_loss': 0.482575923204422, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.11}
+{'train/ce_loss': 1.8494549989700317, 'train/diffusion_loss': 0.46487176418304443, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 55.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 55.0, 'epoch': 0.11}
+{'train/ce_loss': 1.0353128910064697, 'train/diffusion_loss': 0.45570024847984314, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 170.0, 'epoch': 0.11}
+{'train/ce_loss': 1.7882472276687622, 'train/diffusion_loss': 0.5468422174453735, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.11}
+{'train/ce_loss': 1.51300048828125, 'train/diffusion_loss': 0.5454577207565308, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.11}
+{'train/ce_loss': 1.7867730855941772, 'train/diffusion_loss': 0.5144624710083008, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 164.0, 'epoch': 0.11}
+{'train/ce_loss': 1.408876657485962, 'train/diffusion_loss': 0.5189740061759949, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 104.0, 'epoch': 0.11}
+{'train/ce_loss': 1.4459333419799805, 'train/diffusion_loss': 0.5643474459648132, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.11}
+{'train/ce_loss': 1.5550733804702759, 'train/diffusion_loss': 0.48382294178009033, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 94.0, 'epoch': 0.11}
+{'train/ce_loss': 1.4332400560379028, 'train/diffusion_loss': 0.5387429594993591, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.11}
+{'train/ce_loss': 1.9346041679382324, 'train/diffusion_loss': 0.520298421382904, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 137.0, 'epoch': 0.11}
+{'train/ce_loss': 1.9161710739135742, 'train/diffusion_loss': 0.5518779158592224, 'epoch': 0.11}
+{'train/learning_rate_real': 1.8e-05, 'epoch': 0.11}
+{'loss': 22.0092, 'grad_norm': 32.74742126464844, 'learning_rate': 1.8e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.12}
+{'train/ce_loss': 1.3422281742095947, 'train/diffusion_loss': 0.4703581631183624, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 58.0, 'epoch': 0.12}
+{'train/ce_loss': 1.13525390625, 'train/diffusion_loss': 0.5110474824905396, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 216.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 216.0, 'debug/num_lat_loss': 72.0, 'epoch': 0.12}
+{'train/ce_loss': 1.1259095668792725, 'train/diffusion_loss': 0.40342023968696594, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 151.0, 'epoch': 0.12}
+{'train/ce_loss': 1.6687473058700562, 'train/diffusion_loss': 0.4933984875679016, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 79.0, 'epoch': 0.12}
+{'train/ce_loss': 1.3415931463241577, 'train/diffusion_loss': 0.4780627489089966, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.12}
+{'train/ce_loss': 1.5852024555206299, 'train/diffusion_loss': 0.5242303013801575, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 87.0, 'epoch': 0.12}
+{'train/ce_loss': 1.2090976238250732, 'train/diffusion_loss': 0.5342970490455627, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.12}
+{'train/ce_loss': 1.0054564476013184, 'train/diffusion_loss': 0.46360471844673157, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 124.0, 'epoch': 0.12}
+{'train/ce_loss': 1.5958051681518555, 'train/diffusion_loss': 0.5584638118743896, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 164.0, 'epoch': 0.12}
+{'train/ce_loss': 1.821424961090088, 'train/diffusion_loss': 0.5199919939041138, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 160.0, 'epoch': 0.12}
+{'train/ce_loss': 1.919484257698059, 'train/diffusion_loss': 0.5777717232704163, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.12}
+{'train/ce_loss': 1.513418436050415, 'train/diffusion_loss': 0.48686864972114563, 'epoch': 0.12}
+{'train/learning_rate_real': 2e-05, 'epoch': 0.12}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.13}
+{'train/ce_loss': 1.6996657848358154, 'train/diffusion_loss': 0.5316060185432434, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.13}
+{'train/ce_loss': 1.4402704238891602, 'train/diffusion_loss': 0.5874165892601013, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.13}
+{'train/ce_loss': 1.2714953422546387, 'train/diffusion_loss': 0.6249454021453857, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 140.0, 'epoch': 0.13}
+{'train/ce_loss': 1.75950026512146, 'train/diffusion_loss': 0.46050000190734863, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 210.0, 'epoch': 0.13}
+{'train/ce_loss': 1.6350455284118652, 'train/diffusion_loss': 0.5030778050422668, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 100.0, 'epoch': 0.13}
+{'train/ce_loss': 1.4002150297164917, 'train/diffusion_loss': 0.5175049304962158, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 153.0, 'epoch': 0.13}
+{'train/ce_loss': 1.6188613176345825, 'train/diffusion_loss': 0.49526214599609375, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 100.0, 'epoch': 0.13}
+{'train/ce_loss': 1.4227843284606934, 'train/diffusion_loss': 0.526733934879303, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 192.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 192.0, 'epoch': 0.13}
+{'train/ce_loss': 1.507007360458374, 'train/diffusion_loss': 0.5156981348991394, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 171.0, 'epoch': 0.13}
+{'train/ce_loss': 1.854994297027588, 'train/diffusion_loss': 0.5610441565513611, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 118.0, 'epoch': 0.13}
+{'train/ce_loss': 1.198383092880249, 'train/diffusion_loss': 0.625976026058197, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.13}
+{'train/ce_loss': 1.1970014572143555, 'train/diffusion_loss': 0.5135592222213745, 'epoch': 0.13}
+{'train/learning_rate_real': 2.2000000000000003e-05, 'epoch': 0.13}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.15}
+{'train/ce_loss': 1.584749698638916, 'train/diffusion_loss': 0.5717507600784302, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 185.0, 'epoch': 0.15}
+{'train/ce_loss': 1.7355295419692993, 'train/diffusion_loss': 0.52321857213974, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 179.0, 'epoch': 0.15}
+{'train/ce_loss': 1.763344645500183, 'train/diffusion_loss': 0.6146196722984314, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 176.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 176.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.15}
+{'train/ce_loss': 1.6706782579421997, 'train/diffusion_loss': 0.5166100859642029, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 105.0, 'epoch': 0.15}
+{'train/ce_loss': 1.3863056898117065, 'train/diffusion_loss': 0.5380566120147705, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 368.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 368.0, 'debug/num_lat_loss': 188.0, 'epoch': 0.15}
+{'train/ce_loss': 2.018892526626587, 'train/diffusion_loss': 0.4986953139305115, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 118.0, 'epoch': 0.15}
+{'train/ce_loss': 1.8001341819763184, 'train/diffusion_loss': 0.4798383414745331, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 196.0, 'epoch': 0.15}
+{'train/ce_loss': 1.611000657081604, 'train/diffusion_loss': 0.5355508923530579, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 191.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 191.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.15}
+{'train/ce_loss': 1.33023202419281, 'train/diffusion_loss': 0.47953084111213684, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 67.0, 'epoch': 0.15}
+{'train/ce_loss': 0.8892547488212585, 'train/diffusion_loss': 0.6140903830528259, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 59.0, 'epoch': 0.15}
+{'train/ce_loss': 0.906266450881958, 'train/diffusion_loss': 0.4750371277332306, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.15}
+{'train/ce_loss': 1.5127899646759033, 'train/diffusion_loss': 0.4935429096221924, 'epoch': 0.15}
+{'train/learning_rate_real': 2.4e-05, 'epoch': 0.15}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 168.0, 'epoch': 0.16}
+{'train/ce_loss': 2.3765416145324707, 'train/diffusion_loss': 0.5834006667137146, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 163.0, 'epoch': 0.16}
+{'train/ce_loss': 1.8709534406661987, 'train/diffusion_loss': 0.486049622297287, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 70.0, 'epoch': 0.16}
+{'train/ce_loss': 0.9854846000671387, 'train/diffusion_loss': 0.4410821795463562, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 74.0, 'epoch': 0.16}
+{'train/ce_loss': 1.1818464994430542, 'train/diffusion_loss': 0.4763104319572449, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.16}
+{'train/ce_loss': 1.3088558912277222, 'train/diffusion_loss': 0.5089583992958069, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 110.0, 'epoch': 0.16}
+{'train/ce_loss': 1.3086044788360596, 'train/diffusion_loss': 0.5779187083244324, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.16}
+{'train/ce_loss': 1.4972460269927979, 'train/diffusion_loss': 0.5009607076644897, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 155.0, 'epoch': 0.16}
+{'train/ce_loss': 1.5991544723510742, 'train/diffusion_loss': 0.5068444013595581, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.16}
+{'train/ce_loss': 1.767505168914795, 'train/diffusion_loss': 0.492247998714447, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.16}
+{'train/ce_loss': 1.0854400396347046, 'train/diffusion_loss': 0.46649816632270813, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.16}
+{'train/ce_loss': 1.617893099784851, 'train/diffusion_loss': 0.4871039390563965, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 193.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 193.0, 'epoch': 0.16}
+{'train/ce_loss': 1.6924288272857666, 'train/diffusion_loss': 0.5297959446907043, 'epoch': 0.16}
+{'train/learning_rate_real': 2.6000000000000002e-05, 'epoch': 0.16}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 179.0, 'epoch': 0.17}
+{'train/ce_loss': 1.8919950723648071, 'train/diffusion_loss': 0.538240909576416, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 160.0, 'epoch': 0.17}
+{'train/ce_loss': 1.2078365087509155, 'train/diffusion_loss': 0.47803932428359985, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.17}
+{'train/ce_loss': 1.3901914358139038, 'train/diffusion_loss': 0.5225545763969421, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 130.0, 'epoch': 0.17}
+{'train/ce_loss': 1.5731014013290405, 'train/diffusion_loss': 0.548017680644989, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 109.0, 'epoch': 0.17}
+{'train/ce_loss': 1.474074125289917, 'train/diffusion_loss': 0.53962641954422, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 249.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 249.0, 'debug/num_lat_loss': 136.0, 'epoch': 0.17}
+{'train/ce_loss': 1.5054571628570557, 'train/diffusion_loss': 0.5252149105072021, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 157.0, 'epoch': 0.17}
+{'train/ce_loss': 1.576078176498413, 'train/diffusion_loss': 0.5327440500259399, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.17}
+{'train/ce_loss': 1.5723594427108765, 'train/diffusion_loss': 0.6427038311958313, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 144.0, 'epoch': 0.17}
+{'train/ce_loss': 1.5661689043045044, 'train/diffusion_loss': 0.5838708877563477, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.17}
+{'train/ce_loss': 2.096273422241211, 'train/diffusion_loss': 0.6107149124145508, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.17}
+{'train/ce_loss': 1.368299961090088, 'train/diffusion_loss': 0.5663528442382812, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.17}
+{'train/ce_loss': 1.6843681335449219, 'train/diffusion_loss': 0.5808473825454712, 'epoch': 0.17}
+{'train/learning_rate_real': 2.8000000000000003e-05, 'epoch': 0.17}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 140.0, 'epoch': 0.18}
+{'train/ce_loss': 1.3777844905853271, 'train/diffusion_loss': 0.56837397813797, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 157.0, 'epoch': 0.18}
+{'train/ce_loss': 1.4222484827041626, 'train/diffusion_loss': 0.4942874312400818, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 137.0, 'epoch': 0.18}
+{'train/ce_loss': 1.753099799156189, 'train/diffusion_loss': 0.48907771706581116, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 154.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 154.0, 'epoch': 0.18}
+{'train/ce_loss': 1.927582025527954, 'train/diffusion_loss': 0.5720367431640625, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 176.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 176.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.18}
+{'train/ce_loss': 1.1125288009643555, 'train/diffusion_loss': 0.4553714096546173, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 213.0, 'epoch': 0.18}
+{'train/ce_loss': 2.224320650100708, 'train/diffusion_loss': 0.502353310585022, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 177.0, 'epoch': 0.18}
+{'train/ce_loss': 2.289306640625, 'train/diffusion_loss': 0.581839382648468, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.18}
+{'train/ce_loss': 1.2556947469711304, 'train/diffusion_loss': 0.482124924659729, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.18}
+{'train/ce_loss': 1.8321993350982666, 'train/diffusion_loss': 0.5684433579444885, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.18}
+{'train/ce_loss': 0.6090909838676453, 'train/diffusion_loss': 0.43226125836372375, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 216.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 216.0, 'debug/num_lat_loss': 103.0, 'epoch': 0.18}
+{'train/ce_loss': 1.462669014930725, 'train/diffusion_loss': 0.49909400939941406, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 118.0, 'epoch': 0.18}
+{'train/ce_loss': 1.451462745666504, 'train/diffusion_loss': 0.5081735849380493, 'epoch': 0.18}
+{'train/learning_rate_real': 3e-05, 'epoch': 0.18}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.19}
+{'train/ce_loss': 1.431675910949707, 'train/diffusion_loss': 0.5552269220352173, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.19}
+{'train/ce_loss': 1.5919920206069946, 'train/diffusion_loss': 0.5521471500396729, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 141.0, 'epoch': 0.19}
+{'train/ce_loss': 1.3269208669662476, 'train/diffusion_loss': 0.5389664173126221, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 110.0, 'epoch': 0.19}
+{'train/ce_loss': 1.3570324182510376, 'train/diffusion_loss': 0.46735408902168274, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 118.0, 'epoch': 0.19}
+{'train/ce_loss': 1.5073341131210327, 'train/diffusion_loss': 0.48097583651542664, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 194.0, 'epoch': 0.19}
+{'train/ce_loss': 1.6688108444213867, 'train/diffusion_loss': 0.5150848031044006, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 158.0, 'epoch': 0.19}
+{'train/ce_loss': 1.4065433740615845, 'train/diffusion_loss': 0.5356536507606506, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 141.0, 'epoch': 0.19}
+{'train/ce_loss': 1.8680181503295898, 'train/diffusion_loss': 0.536423921585083, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 167.0, 'epoch': 0.19}
+{'train/ce_loss': 1.7675832509994507, 'train/diffusion_loss': 0.5109376311302185, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 151.0, 'epoch': 0.19}
+{'train/ce_loss': 1.711742639541626, 'train/diffusion_loss': 0.5487955212593079, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 206.0, 'epoch': 0.19}
+{'train/ce_loss': 1.985173225402832, 'train/diffusion_loss': 0.5144936442375183, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 87.0, 'epoch': 0.19}
+{'train/ce_loss': 1.223097562789917, 'train/diffusion_loss': 0.47884422540664673, 'epoch': 0.19}
+{'train/learning_rate_real': 3.2000000000000005e-05, 'epoch': 0.19}
+{'debug/num_tok_total': 389.0, 'debug/num_tok_loss': 195.0, 'debug/num_lat_total': 389.0, 'debug/num_lat_loss': 195.0, 'epoch': 0.21}
+{'train/ce_loss': 2.019064426422119, 'train/diffusion_loss': 0.5039392709732056, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.21}
+{'train/ce_loss': 1.4891692399978638, 'train/diffusion_loss': 0.49900853633880615, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 184.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 184.0, 'epoch': 0.21}
+{'train/ce_loss': 2.057108163833618, 'train/diffusion_loss': 0.5543221235275269, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 122.0, 'epoch': 0.21}
+{'train/ce_loss': 1.4529657363891602, 'train/diffusion_loss': 0.5378057360649109, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.21}
+{'train/ce_loss': 1.5484672784805298, 'train/diffusion_loss': 0.5546127557754517, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 118.0, 'epoch': 0.21}
+{'train/ce_loss': 1.5417782068252563, 'train/diffusion_loss': 0.47767195105552673, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.21}
+{'train/ce_loss': 1.711037039756775, 'train/diffusion_loss': 0.5429002046585083, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.21}
+{'train/ce_loss': 1.072967290878296, 'train/diffusion_loss': 0.46876782178878784, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 185.0, 'epoch': 0.21}
+{'train/ce_loss': 1.581303596496582, 'train/diffusion_loss': 0.5258888602256775, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.21}
+{'train/ce_loss': 1.5661587715148926, 'train/diffusion_loss': 0.45808839797973633, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.21}
+{'train/ce_loss': 1.9039020538330078, 'train/diffusion_loss': 0.44516217708587646, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 143.0, 'epoch': 0.21}
+{'train/ce_loss': 1.9871846437454224, 'train/diffusion_loss': 0.5602233409881592, 'epoch': 0.21}
+{'train/learning_rate_real': 3.4000000000000007e-05, 'epoch': 0.21}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.22}
+{'train/ce_loss': 1.5802958011627197, 'train/diffusion_loss': 0.6343697905540466, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 226.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 226.0, 'epoch': 0.22}
+{'train/ce_loss': 1.7840684652328491, 'train/diffusion_loss': 0.5625932812690735, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.22}
+{'train/ce_loss': 1.44023597240448, 'train/diffusion_loss': 0.47340989112854004, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 166.0, 'epoch': 0.22}
+{'train/ce_loss': 1.69467294216156, 'train/diffusion_loss': 0.5856098532676697, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 90.0, 'epoch': 0.22}
+{'train/ce_loss': 1.307665467262268, 'train/diffusion_loss': 0.468377023935318, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 101.0, 'epoch': 0.22}
+{'train/ce_loss': 1.3794276714324951, 'train/diffusion_loss': 0.509473979473114, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 134.0, 'epoch': 0.22}
+{'train/ce_loss': 1.3379967212677002, 'train/diffusion_loss': 0.5011507868766785, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.22}
+{'train/ce_loss': 1.7750041484832764, 'train/diffusion_loss': 0.527692437171936, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 170.0, 'epoch': 0.22}
+{'train/ce_loss': 1.8113517761230469, 'train/diffusion_loss': 0.5174838304519653, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.22}
+{'train/ce_loss': 1.3557361364364624, 'train/diffusion_loss': 0.5066012144088745, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.22}
+{'train/ce_loss': 1.4298428297042847, 'train/diffusion_loss': 0.5055025219917297, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.22}
+{'train/ce_loss': 1.2318761348724365, 'train/diffusion_loss': 0.5277951955795288, 'epoch': 0.22}
+{'train/learning_rate_real': 3.6e-05, 'epoch': 0.22}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.23}
+{'train/ce_loss': 1.3318535089492798, 'train/diffusion_loss': 0.5119333863258362, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 63.0, 'epoch': 0.23}
+{'train/ce_loss': 0.9330870509147644, 'train/diffusion_loss': 0.41126811504364014, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 109.0, 'epoch': 0.23}
+{'train/ce_loss': 1.4285393953323364, 'train/diffusion_loss': 0.5160002708435059, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 174.0, 'epoch': 0.23}
+{'train/ce_loss': 1.9263688325881958, 'train/diffusion_loss': 0.5303540229797363, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 190.0, 'epoch': 0.23}
+{'train/ce_loss': 1.526397943496704, 'train/diffusion_loss': 0.5353172421455383, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.23}
+{'train/ce_loss': 1.489416480064392, 'train/diffusion_loss': 0.534290075302124, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'debug/num_tok_total': 385.0, 'debug/num_tok_loss': 202.0, 'debug/num_lat_total': 385.0, 'debug/num_lat_loss': 202.0, 'epoch': 0.23}
+{'train/ce_loss': 1.7681376934051514, 'train/diffusion_loss': 0.5681394934654236, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.23}
+{'train/ce_loss': 1.7237358093261719, 'train/diffusion_loss': 0.5425461530685425, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 133.0, 'epoch': 0.23}
+{'train/ce_loss': 1.5675102472305298, 'train/diffusion_loss': 0.4708860218524933, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 160.0, 'epoch': 0.23}
+{'train/ce_loss': 1.8774921894073486, 'train/diffusion_loss': 0.5001473426818848, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 76.0, 'epoch': 0.23}
+{'train/ce_loss': 0.9260239005088806, 'train/diffusion_loss': 0.4527958333492279, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.23}
+{'train/ce_loss': 1.7707105875015259, 'train/diffusion_loss': 0.545332670211792, 'epoch': 0.23}
+{'train/learning_rate_real': 3.8e-05, 'epoch': 0.23}
+{'loss': 22.0277, 'grad_norm': 22.9029598236084, 'learning_rate': 3.8e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 129.0, 'epoch': 0.24}
+{'train/ce_loss': 1.4300909042358398, 'train/diffusion_loss': 0.4125123620033264, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 378.0, 'debug/num_tok_loss': 200.0, 'debug/num_lat_total': 378.0, 'debug/num_lat_loss': 200.0, 'epoch': 0.24}
+{'train/ce_loss': 2.3052632808685303, 'train/diffusion_loss': 0.5298752188682556, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.24}
+{'train/ce_loss': 1.2455062866210938, 'train/diffusion_loss': 0.4979346692562103, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 173.0, 'epoch': 0.24}
+{'train/ce_loss': 1.5986751317977905, 'train/diffusion_loss': 0.5072259902954102, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.24}
+{'train/ce_loss': 1.2343121767044067, 'train/diffusion_loss': 0.5101438164710999, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.24}
+{'train/ce_loss': 1.4340543746948242, 'train/diffusion_loss': 0.4896236062049866, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 208.0, 'epoch': 0.24}
+{'train/ce_loss': 1.901815414428711, 'train/diffusion_loss': 0.5914729833602905, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 177.0, 'epoch': 0.24}
+{'train/ce_loss': 1.6882567405700684, 'train/diffusion_loss': 0.47211864590644836, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.24}
+{'train/ce_loss': 1.484799861907959, 'train/diffusion_loss': 0.47777462005615234, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 197.0, 'epoch': 0.24}
+{'train/ce_loss': 1.9367303848266602, 'train/diffusion_loss': 0.5355131030082703, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 145.0, 'epoch': 0.24}
+{'train/ce_loss': 1.7183302640914917, 'train/diffusion_loss': 0.5436856150627136, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 118.0, 'epoch': 0.24}
+{'train/ce_loss': 1.7165607213974, 'train/diffusion_loss': 0.5905765891075134, 'epoch': 0.24}
+{'train/learning_rate_real': 4e-05, 'epoch': 0.24}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.25}
+{'train/ce_loss': 1.765955924987793, 'train/diffusion_loss': 0.5598629117012024, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.25}
+{'train/ce_loss': 1.3174551725387573, 'train/diffusion_loss': 0.46038779616355896, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.25}
+{'train/ce_loss': 1.6610115766525269, 'train/diffusion_loss': 0.5249420404434204, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 101.0, 'epoch': 0.25}
+{'train/ce_loss': 1.4865384101867676, 'train/diffusion_loss': 0.5045275688171387, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 94.0, 'epoch': 0.25}
+{'train/ce_loss': 1.0763537883758545, 'train/diffusion_loss': 0.587852954864502, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 185.0, 'epoch': 0.25}
+{'train/ce_loss': 1.7855056524276733, 'train/diffusion_loss': 0.48538073897361755, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 100.0, 'epoch': 0.25}
+{'train/ce_loss': 1.1633254289627075, 'train/diffusion_loss': 0.6009360551834106, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.25}
+{'train/ce_loss': 1.4163159132003784, 'train/diffusion_loss': 0.4533812701702118, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.25}
+{'train/ce_loss': 1.1895737648010254, 'train/diffusion_loss': 0.5483049750328064, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 152.0, 'epoch': 0.25}
+{'train/ce_loss': 1.610605001449585, 'train/diffusion_loss': 0.5903744697570801, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.25}
+{'train/ce_loss': 1.5166290998458862, 'train/diffusion_loss': 0.5630147457122803, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.25}
+{'train/ce_loss': 1.271757960319519, 'train/diffusion_loss': 0.5874738097190857, 'epoch': 0.25}
+{'train/learning_rate_real': 4.2e-05, 'epoch': 0.25}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 109.0, 'epoch': 0.27}
+{'train/ce_loss': 1.4731398820877075, 'train/diffusion_loss': 0.5581469535827637, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 121.0, 'epoch': 0.27}
+{'train/ce_loss': 1.1981465816497803, 'train/diffusion_loss': 0.5061855316162109, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 180.0, 'epoch': 0.27}
+{'train/ce_loss': 1.913015604019165, 'train/diffusion_loss': 0.5109308958053589, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 330.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 330.0, 'debug/num_lat_loss': 191.0, 'epoch': 0.27}
+{'train/ce_loss': 1.4492664337158203, 'train/diffusion_loss': 0.5064650177955627, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 158.0, 'epoch': 0.27}
+{'train/ce_loss': 1.7209837436676025, 'train/diffusion_loss': 0.5110929012298584, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.27}
+{'train/ce_loss': 1.1605855226516724, 'train/diffusion_loss': 0.5910948514938354, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 172.0, 'epoch': 0.27}
+{'train/ce_loss': 1.726800560951233, 'train/diffusion_loss': 0.5115271210670471, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 170.0, 'epoch': 0.27}
+{'train/ce_loss': 1.5468806028366089, 'train/diffusion_loss': 0.5495035648345947, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.27}
+{'train/ce_loss': 1.5979022979736328, 'train/diffusion_loss': 0.45116522908210754, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 185.0, 'epoch': 0.27}
+{'train/ce_loss': 2.039566993713379, 'train/diffusion_loss': 0.5720247030258179, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 109.0, 'epoch': 0.27}
+{'train/ce_loss': 1.6685187816619873, 'train/diffusion_loss': 0.4895273447036743, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 201.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 201.0, 'debug/num_lat_loss': 88.0, 'epoch': 0.27}
+{'train/ce_loss': 1.4497721195220947, 'train/diffusion_loss': 0.4977564215660095, 'epoch': 0.27}
+{'train/learning_rate_real': 4.4000000000000006e-05, 'epoch': 0.27}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 150.0, 'epoch': 0.28}
+{'train/ce_loss': 1.7164201736450195, 'train/diffusion_loss': 0.5147647261619568, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.28}
+{'train/ce_loss': 0.9652702808380127, 'train/diffusion_loss': 0.43923890590667725, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 89.0, 'epoch': 0.28}
+{'train/ce_loss': 1.1854294538497925, 'train/diffusion_loss': 0.5492637157440186, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 135.0, 'epoch': 0.28}
+{'train/ce_loss': 1.4790951013565063, 'train/diffusion_loss': 0.5396244525909424, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.28}
+{'train/ce_loss': 1.699210286140442, 'train/diffusion_loss': 0.5165083408355713, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.28}
+{'train/ce_loss': 1.9291210174560547, 'train/diffusion_loss': 0.5428508520126343, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.28}
+{'train/ce_loss': 1.579224705696106, 'train/diffusion_loss': 0.5451058149337769, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.28}
+{'train/ce_loss': 1.000207781791687, 'train/diffusion_loss': 0.48247864842414856, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 101.0, 'epoch': 0.28}
+{'train/ce_loss': 1.2518768310546875, 'train/diffusion_loss': 0.5077304840087891, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.28}
+{'train/ce_loss': 1.7318183183670044, 'train/diffusion_loss': 0.5646331310272217, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 145.0, 'epoch': 0.28}
+{'train/ce_loss': 1.4298614263534546, 'train/diffusion_loss': 0.5972636938095093, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 70.0, 'epoch': 0.28}
+{'train/ce_loss': 1.1448529958724976, 'train/diffusion_loss': 0.477750301361084, 'epoch': 0.28}
+{'train/learning_rate_real': 4.600000000000001e-05, 'epoch': 0.28}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 171.0, 'epoch': 0.29}
+{'train/ce_loss': 1.6618037223815918, 'train/diffusion_loss': 0.5030251741409302, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.29}
+{'train/ce_loss': 1.1812963485717773, 'train/diffusion_loss': 0.4774635136127472, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 101.0, 'epoch': 0.29}
+{'train/ce_loss': 1.261014461517334, 'train/diffusion_loss': 0.4779774844646454, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 82.0, 'epoch': 0.29}
+{'train/ce_loss': 1.133402705192566, 'train/diffusion_loss': 0.4213135838508606, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 426.0, 'debug/num_tok_loss': 230.0, 'debug/num_lat_total': 426.0, 'debug/num_lat_loss': 230.0, 'epoch': 0.29}
+{'train/ce_loss': 1.9282299280166626, 'train/diffusion_loss': 0.5840633511543274, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 114.0, 'epoch': 0.29}
+{'train/ce_loss': 1.186185359954834, 'train/diffusion_loss': 0.4447353184223175, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.29}
+{'train/ce_loss': 1.639187216758728, 'train/diffusion_loss': 0.5295913815498352, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 227.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 227.0, 'debug/num_lat_loss': 114.0, 'epoch': 0.29}
+{'train/ce_loss': 1.4236394166946411, 'train/diffusion_loss': 0.49098101258277893, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 389.0, 'debug/num_tok_loss': 211.0, 'debug/num_lat_total': 389.0, 'debug/num_lat_loss': 211.0, 'epoch': 0.29}
+{'train/ce_loss': 2.01481032371521, 'train/diffusion_loss': 0.504743218421936, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 150.0, 'epoch': 0.29}
+{'train/ce_loss': 1.5226871967315674, 'train/diffusion_loss': 0.5162404775619507, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 129.0, 'epoch': 0.29}
+{'train/ce_loss': 1.5265754461288452, 'train/diffusion_loss': 0.479535847902298, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 359.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 359.0, 'debug/num_lat_loss': 182.0, 'epoch': 0.29}
+{'train/ce_loss': 1.6176116466522217, 'train/diffusion_loss': 0.4812347888946533, 'epoch': 0.29}
+{'train/learning_rate_real': 4.8e-05, 'epoch': 0.29}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.3}
+{'train/ce_loss': 1.1648671627044678, 'train/diffusion_loss': 0.5202125310897827, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 154.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 154.0, 'epoch': 0.3}
+{'train/ce_loss': 1.3636194467544556, 'train/diffusion_loss': 0.5217136740684509, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 94.0, 'epoch': 0.3}
+{'train/ce_loss': 1.1960042715072632, 'train/diffusion_loss': 0.5191136002540588, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.3}
+{'train/ce_loss': 1.8109220266342163, 'train/diffusion_loss': 0.5988072156906128, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 57.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 57.0, 'epoch': 0.3}
+{'train/ce_loss': 0.7366335988044739, 'train/diffusion_loss': 0.5176827907562256, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 187.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 187.0, 'epoch': 0.3}
+{'train/ce_loss': 1.5728716850280762, 'train/diffusion_loss': 0.5620849132537842, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 74.0, 'epoch': 0.3}
+{'train/ce_loss': 1.0323374271392822, 'train/diffusion_loss': 0.47934776544570923, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 63.0, 'epoch': 0.3}
+{'train/ce_loss': 0.9423487186431885, 'train/diffusion_loss': 0.41018185019493103, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.3}
+{'train/ce_loss': 1.0938929319381714, 'train/diffusion_loss': 0.5269038677215576, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.3}
+{'train/ce_loss': 1.6029460430145264, 'train/diffusion_loss': 0.5565346479415894, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.3}
+{'train/ce_loss': 1.1877501010894775, 'train/diffusion_loss': 0.5454908609390259, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 151.0, 'epoch': 0.3}
+{'train/ce_loss': 1.747434139251709, 'train/diffusion_loss': 0.5176015496253967, 'epoch': 0.3}
+{'train/learning_rate_real': 5e-05, 'epoch': 0.3}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 134.0, 'epoch': 0.31}
+{'train/ce_loss': 1.987564206123352, 'train/diffusion_loss': 0.5545963644981384, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.31}
+{'train/ce_loss': 1.2873557806015015, 'train/diffusion_loss': 0.4533805251121521, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 222.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 222.0, 'epoch': 0.31}
+{'train/ce_loss': 2.244119167327881, 'train/diffusion_loss': 0.5890169143676758, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.31}
+{'train/ce_loss': 1.3778289556503296, 'train/diffusion_loss': 0.5773229598999023, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.31}
+{'train/ce_loss': 0.9509525895118713, 'train/diffusion_loss': 0.4488849937915802, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 139.0, 'epoch': 0.31}
+{'train/ce_loss': 1.51239812374115, 'train/diffusion_loss': 0.5358805656433105, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.31}
+{'train/ce_loss': 1.4612812995910645, 'train/diffusion_loss': 0.5860646963119507, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 190.0, 'epoch': 0.31}
+{'train/ce_loss': 1.6666419506072998, 'train/diffusion_loss': 0.5198155045509338, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 185.0, 'epoch': 0.31}
+{'train/ce_loss': 1.9268661737442017, 'train/diffusion_loss': 0.5082998871803284, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.31}
+{'train/ce_loss': 1.1987793445587158, 'train/diffusion_loss': 0.4807145595550537, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 373.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 373.0, 'debug/num_lat_loss': 188.0, 'epoch': 0.31}
+{'train/ce_loss': 1.805849313735962, 'train/diffusion_loss': 0.5103820562362671, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.31}
+{'train/ce_loss': 1.6629763841629028, 'train/diffusion_loss': 0.5776023268699646, 'epoch': 0.31}
+{'train/learning_rate_real': 4.999916768851096e-05, 'epoch': 0.31}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.33}
+{'train/ce_loss': 1.3062740564346313, 'train/diffusion_loss': 0.5431504845619202, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 185.0, 'epoch': 0.33}
+{'train/ce_loss': 1.9608811140060425, 'train/diffusion_loss': 0.5264590978622437, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.33}
+{'train/ce_loss': 1.608473777770996, 'train/diffusion_loss': 0.5209571123123169, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 183.0, 'epoch': 0.33}
+{'train/ce_loss': 2.0152339935302734, 'train/diffusion_loss': 0.5230212211608887, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 218.0, 'epoch': 0.33}
+{'train/ce_loss': 1.946589708328247, 'train/diffusion_loss': 0.5182439088821411, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 100.0, 'epoch': 0.33}
+{'train/ce_loss': 1.2883422374725342, 'train/diffusion_loss': 0.47839969396591187, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 139.0, 'epoch': 0.33}
+{'train/ce_loss': 1.4709789752960205, 'train/diffusion_loss': 0.5234282612800598, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 382.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 382.0, 'debug/num_lat_loss': 185.0, 'epoch': 0.33}
+{'train/ce_loss': 1.904920220375061, 'train/diffusion_loss': 0.5339201092720032, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 121.0, 'epoch': 0.33}
+{'train/ce_loss': 1.4778542518615723, 'train/diffusion_loss': 0.5168687701225281, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 88.0, 'epoch': 0.33}
+{'train/ce_loss': 1.1678892374038696, 'train/diffusion_loss': 0.5207938551902771, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.33}
+{'train/ce_loss': 1.1138917207717896, 'train/diffusion_loss': 0.5130618810653687, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 214.0, 'epoch': 0.33}
+{'train/ce_loss': 1.767288088798523, 'train/diffusion_loss': 0.6372931599617004, 'epoch': 0.33}
+{'train/learning_rate_real': 4.999667080946324e-05, 'epoch': 0.33}
+{'debug/num_tok_total': 185.0, 'debug/num_tok_loss': 41.0, 'debug/num_lat_total': 185.0, 'debug/num_lat_loss': 41.0, 'epoch': 0.34}
+{'train/ce_loss': 0.8411282896995544, 'train/diffusion_loss': 0.40896129608154297, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 163.0, 'epoch': 0.34}
+{'train/ce_loss': 1.7075610160827637, 'train/diffusion_loss': 0.5902684330940247, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 182.0, 'epoch': 0.34}
+{'train/ce_loss': 1.6014772653579712, 'train/diffusion_loss': 0.5326266884803772, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.34}
+{'train/ce_loss': 1.6430621147155762, 'train/diffusion_loss': 0.5688480734825134, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 60.0, 'epoch': 0.34}
+{'train/ce_loss': 1.0049235820770264, 'train/diffusion_loss': 0.468461811542511, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 137.0, 'epoch': 0.34}
+{'train/ce_loss': 1.413946270942688, 'train/diffusion_loss': 0.5821225047111511, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 115.0, 'epoch': 0.34}
+{'train/ce_loss': 1.92585027217865, 'train/diffusion_loss': 0.554365336894989, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 123.0, 'epoch': 0.34}
+{'train/ce_loss': 1.1077065467834473, 'train/diffusion_loss': 0.47263482213020325, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 420.0, 'debug/num_tok_loss': 223.0, 'debug/num_lat_total': 420.0, 'debug/num_lat_loss': 223.0, 'epoch': 0.34}
+{'train/ce_loss': 1.5943480730056763, 'train/diffusion_loss': 0.5392118692398071, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 162.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 162.0, 'debug/num_lat_loss': 88.0, 'epoch': 0.34}
+{'train/ce_loss': 1.0741065740585327, 'train/diffusion_loss': 0.5235077142715454, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 85.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 85.0, 'epoch': 0.34}
+{'train/ce_loss': 0.9572204947471619, 'train/diffusion_loss': 0.4888381063938141, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.34}
+{'train/ce_loss': 1.343754529953003, 'train/diffusion_loss': 0.5539502501487732, 'epoch': 0.34}
+{'train/learning_rate_real': 4.999250952911133e-05, 'epoch': 0.34}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 110.0, 'epoch': 0.35}
+{'train/ce_loss': 1.245244026184082, 'train/diffusion_loss': 0.5389881134033203, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 122.0, 'epoch': 0.35}
+{'train/ce_loss': 0.7789121866226196, 'train/diffusion_loss': 0.4670281410217285, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 231.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 231.0, 'epoch': 0.35}
+{'train/ce_loss': 1.771018147468567, 'train/diffusion_loss': 0.5776785016059875, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.35}
+{'train/ce_loss': 1.0982145071029663, 'train/diffusion_loss': 0.4474056363105774, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 94.0, 'epoch': 0.35}
+{'train/ce_loss': 1.49834144115448, 'train/diffusion_loss': 0.46882590651512146, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 83.0, 'epoch': 0.35}
+{'train/ce_loss': 1.079044222831726, 'train/diffusion_loss': 0.5351839661598206, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 88.0, 'epoch': 0.35}
+{'train/ce_loss': 1.4523749351501465, 'train/diffusion_loss': 0.5142942667007446, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 0.35}
+{'train/ce_loss': 1.629947543144226, 'train/diffusion_loss': 0.4784877300262451, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'debug/num_tok_total': 367.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 367.0, 'debug/num_lat_loss': 189.0, 'epoch': 0.35}
+{'train/ce_loss': 1.9232382774353027, 'train/diffusion_loss': 0.6287298798561096, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 182.0, 'epoch': 0.35}
+{'train/ce_loss': 1.6834747791290283, 'train/diffusion_loss': 0.5315099954605103, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'debug/num_tok_total': 204.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 204.0, 'debug/num_lat_loss': 82.0, 'epoch': 0.35}
+{'train/ce_loss': 0.9403753876686096, 'train/diffusion_loss': 0.5565692782402039, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.35}
+{'train/ce_loss': 1.3766252994537354, 'train/diffusion_loss': 0.5476539731025696, 'epoch': 0.35}
+{'train/learning_rate_real': 4.998668412453374e-05, 'epoch': 0.35}
+{'loss': 21.6524, 'grad_norm': 24.138883590698242, 'learning_rate': 4.998668412453374e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 194.0, 'epoch': 0.36}
+{'train/ce_loss': 1.5854746103286743, 'train/diffusion_loss': 0.5357285737991333, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 146.0, 'epoch': 0.36}
+{'train/ce_loss': 1.606100082397461, 'train/diffusion_loss': 0.5696589350700378, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 168.0, 'epoch': 0.36}
+{'train/ce_loss': 1.8596594333648682, 'train/diffusion_loss': 0.5230076909065247, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 120.0, 'epoch': 0.36}
+{'train/ce_loss': 1.4098960161209106, 'train/diffusion_loss': 0.5498237609863281, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 73.0, 'epoch': 0.36}
+{'train/ce_loss': 1.0982753038406372, 'train/diffusion_loss': 0.47964200377464294, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 197.0, 'epoch': 0.36}
+{'train/ce_loss': 1.880002498626709, 'train/diffusion_loss': 0.5517086386680603, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 144.0, 'epoch': 0.36}
+{'train/ce_loss': 1.5910557508468628, 'train/diffusion_loss': 0.5182549357414246, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 130.0, 'epoch': 0.36}
+{'train/ce_loss': 1.3894069194793701, 'train/diffusion_loss': 0.5057342648506165, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 89.0, 'epoch': 0.36}
+{'train/ce_loss': 1.308701515197754, 'train/diffusion_loss': 0.4973354637622833, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 173.0, 'epoch': 0.36}
+{'train/ce_loss': 1.8216590881347656, 'train/diffusion_loss': 0.49029701948165894, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.36}
+{'train/ce_loss': 1.6212263107299805, 'train/diffusion_loss': 0.4887380301952362, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 183.0, 'epoch': 0.36}
+{'train/ce_loss': 1.521221399307251, 'train/diffusion_loss': 0.544206440448761, 'epoch': 0.36}
+{'train/learning_rate_real': 4.997919498361457e-05, 'epoch': 0.36}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 104.0, 'epoch': 0.38}
+{'train/ce_loss': 1.4119921922683716, 'train/diffusion_loss': 0.5080287456512451, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.38}
+{'train/ce_loss': 1.4629794359207153, 'train/diffusion_loss': 0.4972364902496338, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.38}
+{'train/ce_loss': 1.8298224210739136, 'train/diffusion_loss': 0.4764343202114105, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 115.0, 'epoch': 0.38}
+{'train/ce_loss': 1.3757708072662354, 'train/diffusion_loss': 0.4648610055446625, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 151.0, 'epoch': 0.38}
+{'train/ce_loss': 1.5093415975570679, 'train/diffusion_loss': 0.5312753915786743, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.38}
+{'train/ce_loss': 1.753191351890564, 'train/diffusion_loss': 0.5666711330413818, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 155.0, 'epoch': 0.38}
+{'train/ce_loss': 1.9042093753814697, 'train/diffusion_loss': 0.598816990852356, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.38}
+{'train/ce_loss': 1.2820109128952026, 'train/diffusion_loss': 0.49412474036216736, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 137.0, 'epoch': 0.38}
+{'train/ce_loss': 1.7243285179138184, 'train/diffusion_loss': 0.5239109396934509, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 197.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 197.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.38}
+{'train/ce_loss': 1.024856686592102, 'train/diffusion_loss': 0.5286714434623718, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 370.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 370.0, 'debug/num_lat_loss': 207.0, 'epoch': 0.38}
+{'train/ce_loss': 2.078070640563965, 'train/diffusion_loss': 0.5627508163452148, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 101.0, 'epoch': 0.38}
+{'train/ce_loss': 1.3840306997299194, 'train/diffusion_loss': 0.5185156464576721, 'epoch': 0.38}
+{'train/learning_rate_real': 4.997004260501766e-05, 'epoch': 0.38}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 114.0, 'epoch': 0.39}
+{'train/ce_loss': 1.3512481451034546, 'train/diffusion_loss': 0.6060835719108582, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 146.0, 'epoch': 0.39}
+{'train/ce_loss': 1.6517152786254883, 'train/diffusion_loss': 0.5120326280593872, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 208.0, 'epoch': 0.39}
+{'train/ce_loss': 2.11271071434021, 'train/diffusion_loss': 0.549659252166748, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 135.0, 'epoch': 0.39}
+{'train/ce_loss': 1.7376219034194946, 'train/diffusion_loss': 0.5358242392539978, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 174.0, 'epoch': 0.39}
+{'train/ce_loss': 2.1561977863311768, 'train/diffusion_loss': 0.5225604176521301, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 95.0, 'epoch': 0.39}
+{'train/ce_loss': 1.0129975080490112, 'train/diffusion_loss': 0.4850453734397888, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 144.0, 'epoch': 0.39}
+{'train/ce_loss': 1.6177009344100952, 'train/diffusion_loss': 0.5066540241241455, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 169.0, 'epoch': 0.39}
+{'train/ce_loss': 1.6958181858062744, 'train/diffusion_loss': 0.5675641894340515, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 130.0, 'epoch': 0.39}
+{'train/ce_loss': 1.4924631118774414, 'train/diffusion_loss': 0.5650760531425476, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 154.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 154.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.39}
+{'train/ce_loss': 1.039043664932251, 'train/diffusion_loss': 0.5638783574104309, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 107.0, 'epoch': 0.39}
+{'train/ce_loss': 1.310423731803894, 'train/diffusion_loss': 0.46455082297325134, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.39}
+{'train/ce_loss': 1.349757432937622, 'train/diffusion_loss': 0.490693062543869, 'epoch': 0.39}
+{'train/learning_rate_real': 4.995922759815339e-05, 'epoch': 0.39}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 136.0, 'epoch': 0.4}
+{'train/ce_loss': 1.218924880027771, 'train/diffusion_loss': 0.5276342630386353, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 191.0, 'epoch': 0.4}
+{'train/ce_loss': 2.365446090698242, 'train/diffusion_loss': 0.6294667720794678, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 107.0, 'epoch': 0.4}
+{'train/ce_loss': 1.3381603956222534, 'train/diffusion_loss': 0.5145581960678101, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 201.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 201.0, 'epoch': 0.4}
+{'train/ce_loss': 1.9868426322937012, 'train/diffusion_loss': 0.5110417604446411, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 192.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 192.0, 'debug/num_lat_loss': 118.0, 'epoch': 0.4}
+{'train/ce_loss': 1.5099889039993286, 'train/diffusion_loss': 0.49118471145629883, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 166.0, 'epoch': 0.4}
+{'train/ce_loss': 2.076910972595215, 'train/diffusion_loss': 0.6080760359764099, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.4}
+{'train/ce_loss': 1.5101343393325806, 'train/diffusion_loss': 0.5450858473777771, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 191.0, 'epoch': 0.4}
+{'train/ce_loss': 1.736424446105957, 'train/diffusion_loss': 0.565708339214325, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.4}
+{'train/ce_loss': 1.7835007905960083, 'train/diffusion_loss': 0.5342636704444885, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 377.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 377.0, 'debug/num_lat_loss': 191.0, 'epoch': 0.4}
+{'train/ce_loss': 1.8958429098129272, 'train/diffusion_loss': 0.5215541124343872, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 182.0, 'epoch': 0.4}
+{'train/ce_loss': 1.8312345743179321, 'train/diffusion_loss': 0.5257051587104797, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 137.0, 'epoch': 0.4}
+{'train/ce_loss': 1.7714201211929321, 'train/diffusion_loss': 0.5939631462097168, 'epoch': 0.4}
+{'train/learning_rate_real': 4.9946750683138134e-05, 'epoch': 0.4}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 190.0, 'epoch': 0.41}
+{'train/ce_loss': 1.7611629962921143, 'train/diffusion_loss': 0.5389595031738281, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 143.0, 'epoch': 0.41}
+{'train/ce_loss': 2.2376251220703125, 'train/diffusion_loss': 0.6356257796287537, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 178.0, 'epoch': 0.41}
+{'train/ce_loss': 1.8520936965942383, 'train/diffusion_loss': 0.4919827878475189, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 217.0, 'debug/num_tok_loss': 62.0, 'debug/num_lat_total': 217.0, 'debug/num_lat_loss': 62.0, 'epoch': 0.41}
+{'train/ce_loss': 0.9403384923934937, 'train/diffusion_loss': 0.454473078250885, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.41}
+{'train/ce_loss': 1.2261767387390137, 'train/diffusion_loss': 0.5394346714019775, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.41}
+{'train/ce_loss': 1.3907767534255981, 'train/diffusion_loss': 0.48592478036880493, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.41}
+{'train/ce_loss': 1.1947247982025146, 'train/diffusion_loss': 0.6162148118019104, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 209.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 209.0, 'epoch': 0.41}
+{'train/ce_loss': 1.994368553161621, 'train/diffusion_loss': 0.569923996925354, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 194.0, 'epoch': 0.41}
+{'train/ce_loss': 1.5317087173461914, 'train/diffusion_loss': 0.542925238609314, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 93.0, 'epoch': 0.41}
+{'train/ce_loss': 1.0866310596466064, 'train/diffusion_loss': 0.5087490081787109, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.41}
+{'train/ce_loss': 2.1045093536376953, 'train/diffusion_loss': 0.5927539467811584, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 110.0, 'epoch': 0.41}
+{'train/ce_loss': 1.239827036857605, 'train/diffusion_loss': 0.5486735701560974, 'epoch': 0.41}
+{'train/learning_rate_real': 4.993261269074625e-05, 'epoch': 0.41}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.42}
+{'train/ce_loss': 1.7793229818344116, 'train/diffusion_loss': 0.5655418038368225, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 118.0, 'epoch': 0.42}
+{'train/ce_loss': 1.5728583335876465, 'train/diffusion_loss': 0.5082005858421326, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 135.0, 'epoch': 0.42}
+{'train/ce_loss': 1.7501904964447021, 'train/diffusion_loss': 0.5820634365081787, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 67.0, 'epoch': 0.42}
+{'train/ce_loss': 0.9710856080055237, 'train/diffusion_loss': 0.5111480355262756, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 129.0, 'epoch': 0.42}
+{'train/ce_loss': 1.765765905380249, 'train/diffusion_loss': 0.5680301785469055, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 138.0, 'epoch': 0.42}
+{'train/ce_loss': 1.6541491746902466, 'train/diffusion_loss': 0.5372591018676758, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 155.0, 'epoch': 0.42}
+{'train/ce_loss': 1.5946882963180542, 'train/diffusion_loss': 0.5444612503051758, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.42}
+{'train/ce_loss': 1.6381237506866455, 'train/diffusion_loss': 0.5212492346763611, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.42}
+{'train/ce_loss': 1.3595138788223267, 'train/diffusion_loss': 0.6025133728981018, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 173.0, 'epoch': 0.42}
+{'train/ce_loss': 1.5609157085418701, 'train/diffusion_loss': 0.5223979353904724, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 134.0, 'epoch': 0.42}
+{'train/ce_loss': 1.3154561519622803, 'train/diffusion_loss': 0.5471141338348389, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.42}
+{'train/ce_loss': 1.4404205083847046, 'train/diffusion_loss': 0.5668106079101562, 'epoch': 0.42}
+{'train/learning_rate_real': 4.991681456235483e-05, 'epoch': 0.42}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 114.0, 'epoch': 0.44}
+{'train/ce_loss': 1.4158053398132324, 'train/diffusion_loss': 0.4699919521808624, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 110.0, 'epoch': 0.44}
+{'train/ce_loss': 1.1080615520477295, 'train/diffusion_loss': 0.5276261568069458, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.44}
+{'train/ce_loss': 1.3359588384628296, 'train/diffusion_loss': 0.6057708263397217, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.44}
+{'train/ce_loss': 1.2872068881988525, 'train/diffusion_loss': 0.4661867320537567, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 197.0, 'epoch': 0.44}
+{'train/ce_loss': 1.9426264762878418, 'train/diffusion_loss': 0.5529189705848694, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 122.0, 'epoch': 0.44}
+{'train/ce_loss': 1.5152536630630493, 'train/diffusion_loss': 0.5104774832725525, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 172.0, 'epoch': 0.44}
+{'train/ce_loss': 1.809311866760254, 'train/diffusion_loss': 0.5267195701599121, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 110.0, 'epoch': 0.44}
+{'train/ce_loss': 1.1796633005142212, 'train/diffusion_loss': 0.47788071632385254, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.44}
+{'train/ce_loss': 1.4950202703475952, 'train/diffusion_loss': 0.5979769229888916, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 161.0, 'epoch': 0.44}
+{'train/ce_loss': 1.805180549621582, 'train/diffusion_loss': 0.5110681056976318, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 195.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 195.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.44}
+{'train/ce_loss': 1.0711445808410645, 'train/diffusion_loss': 0.46708306670188904, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 123.0, 'epoch': 0.44}
+{'train/ce_loss': 1.5206722021102905, 'train/diffusion_loss': 0.4679023325443268, 'epoch': 0.44}
+{'train/learning_rate_real': 4.989935734988098e-05, 'epoch': 0.44}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 222.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 222.0, 'epoch': 0.45}
+{'train/ce_loss': 1.628178358078003, 'train/diffusion_loss': 0.5403882265090942, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 63.0, 'epoch': 0.45}
+{'train/ce_loss': 1.1855367422103882, 'train/diffusion_loss': 0.4829038977622986, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 58.0, 'epoch': 0.45}
+{'train/ce_loss': 0.8776158094406128, 'train/diffusion_loss': 0.4619840085506439, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 104.0, 'epoch': 0.45}
+{'train/ce_loss': 1.3425326347351074, 'train/diffusion_loss': 0.5263327360153198, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 172.0, 'epoch': 0.45}
+{'train/ce_loss': 2.007479667663574, 'train/diffusion_loss': 0.5542871356010437, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.45}
+{'train/ce_loss': 1.2830814123153687, 'train/diffusion_loss': 0.5530605316162109, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.45}
+{'train/ce_loss': 1.2988221645355225, 'train/diffusion_loss': 0.4762381315231323, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 194.0, 'epoch': 0.45}
+{'train/ce_loss': 1.7198259830474854, 'train/diffusion_loss': 0.5949079394340515, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 89.0, 'epoch': 0.45}
+{'train/ce_loss': 1.0334516763687134, 'train/diffusion_loss': 0.4367419481277466, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.45}
+{'train/ce_loss': 1.6715577840805054, 'train/diffusion_loss': 0.5453740358352661, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.45}
+{'train/ce_loss': 2.062253952026367, 'train/diffusion_loss': 0.560703456401825, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 101.0, 'epoch': 0.45}
+{'train/ce_loss': 1.37466561794281, 'train/diffusion_loss': 0.5396356582641602, 'epoch': 0.45}
+{'train/learning_rate_real': 4.988024221571177e-05, 'epoch': 0.45}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 157.0, 'epoch': 0.46}
+{'train/ce_loss': 1.3146841526031494, 'train/diffusion_loss': 0.5842159986495972, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 142.0, 'epoch': 0.46}
+{'train/ce_loss': 1.4583698511123657, 'train/diffusion_loss': 0.55133455991745, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 225.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 225.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.46}
+{'train/ce_loss': 0.6709436774253845, 'train/diffusion_loss': 0.5018013715744019, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.46}
+{'train/ce_loss': 1.354124903678894, 'train/diffusion_loss': 0.5195017457008362, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 151.0, 'epoch': 0.46}
+{'train/ce_loss': 1.5028494596481323, 'train/diffusion_loss': 0.48156091570854187, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 161.0, 'epoch': 0.46}
+{'train/ce_loss': 1.7263751029968262, 'train/diffusion_loss': 0.5560808181762695, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 183.0, 'epoch': 0.46}
+{'train/ce_loss': 1.8737597465515137, 'train/diffusion_loss': 0.5700435042381287, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 166.0, 'epoch': 0.46}
+{'train/ce_loss': 1.7763888835906982, 'train/diffusion_loss': 0.5085617899894714, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 134.0, 'epoch': 0.46}
+{'train/ce_loss': 1.6760395765304565, 'train/diffusion_loss': 0.5794912576675415, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 157.0, 'epoch': 0.46}
+{'train/ce_loss': 1.9982178211212158, 'train/diffusion_loss': 0.5759502649307251, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 167.0, 'epoch': 0.46}
+{'train/ce_loss': 1.8801885843276978, 'train/diffusion_loss': 0.6043710708618164, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 122.0, 'epoch': 0.46}
+{'train/ce_loss': 1.3798046112060547, 'train/diffusion_loss': 0.5154216885566711, 'epoch': 0.46}
+{'train/learning_rate_real': 4.985947043262686e-05, 'epoch': 0.46}
+{'debug/num_tok_total': 315.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 315.0, 'debug/num_lat_loss': 199.0, 'epoch': 0.47}
+{'train/ce_loss': 2.1030099391937256, 'train/diffusion_loss': 0.6062973737716675, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 120.0, 'epoch': 0.47}
+{'train/ce_loss': 1.548906922340393, 'train/diffusion_loss': 0.513245165348053, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 135.0, 'epoch': 0.47}
+{'train/ce_loss': 1.5297152996063232, 'train/diffusion_loss': 0.5510801076889038, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 164.0, 'epoch': 0.47}
+{'train/ce_loss': 1.4073913097381592, 'train/diffusion_loss': 0.5247086882591248, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 150.0, 'epoch': 0.47}
+{'train/ce_loss': 1.599395751953125, 'train/diffusion_loss': 0.5576596856117249, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 193.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 193.0, 'epoch': 0.47}
+{'train/ce_loss': 1.7357548475265503, 'train/diffusion_loss': 0.495762437582016, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 137.0, 'epoch': 0.47}
+{'train/ce_loss': 1.3203587532043457, 'train/diffusion_loss': 0.5063623785972595, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.47}
+{'train/ce_loss': 0.9277262687683105, 'train/diffusion_loss': 0.46246102452278137, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.47}
+{'train/ce_loss': 1.7017978429794312, 'train/diffusion_loss': 0.520517885684967, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 70.0, 'epoch': 0.47}
+{'train/ce_loss': 1.1041549444198608, 'train/diffusion_loss': 0.4438454210758209, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.47}
+{'train/ce_loss': 1.7624011039733887, 'train/diffusion_loss': 0.5370804667472839, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 160.0, 'epoch': 0.47}
+{'train/ce_loss': 2.0744948387145996, 'train/diffusion_loss': 0.5293350219726562, 'epoch': 0.47}
+{'train/learning_rate_real': 4.9837043383713753e-05, 'epoch': 0.47}
+{'loss': 22.3742, 'grad_norm': 24.23891258239746, 'learning_rate': 4.9837043383713753e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.48}
+{'train/ce_loss': 1.4589036703109741, 'train/diffusion_loss': 0.5452843904495239, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 412.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 412.0, 'debug/num_lat_loss': 213.0, 'epoch': 0.48}
+{'train/ce_loss': 1.9639408588409424, 'train/diffusion_loss': 0.6161536574363708, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.48}
+{'train/ce_loss': 1.320194125175476, 'train/diffusion_loss': 0.5451160073280334, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 157.0, 'epoch': 0.48}
+{'train/ce_loss': 1.745742678642273, 'train/diffusion_loss': 0.5503356456756592, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.48}
+{'train/ce_loss': 1.3419114351272583, 'train/diffusion_loss': 0.5091212391853333, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 166.0, 'epoch': 0.48}
+{'train/ce_loss': 1.786644458770752, 'train/diffusion_loss': 0.5672299265861511, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 164.0, 'epoch': 0.48}
+{'train/ce_loss': 1.5381563901901245, 'train/diffusion_loss': 0.5160812735557556, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.48}
+{'train/ce_loss': 2.0643022060394287, 'train/diffusion_loss': 0.575038731098175, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.48}
+{'train/ce_loss': 1.9120173454284668, 'train/diffusion_loss': 0.5166931748390198, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 161.0, 'epoch': 0.48}
+{'train/ce_loss': 1.798086166381836, 'train/diffusion_loss': 0.5623940229415894, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.48}
+{'train/ce_loss': 0.9061376452445984, 'train/diffusion_loss': 0.44253042340278625, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 138.0, 'epoch': 0.48}
+{'train/ce_loss': 1.4575223922729492, 'train/diffusion_loss': 0.48491621017456055, 'epoch': 0.48}
+{'train/learning_rate_real': 4.981296256227569e-05, 'epoch': 0.48}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 139.0, 'epoch': 0.5}
+{'train/ce_loss': 1.3958219289779663, 'train/diffusion_loss': 0.547326385974884, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.5}
+{'train/ce_loss': 1.4306172132492065, 'train/diffusion_loss': 0.5234240889549255, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 107.0, 'epoch': 0.5}
+{'train/ce_loss': 1.366104245185852, 'train/diffusion_loss': 0.5082941055297852, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 174.0, 'epoch': 0.5}
+{'train/ce_loss': 1.8692117929458618, 'train/diffusion_loss': 0.5619103312492371, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.5}
+{'train/ce_loss': 1.7125459909439087, 'train/diffusion_loss': 0.5609421133995056, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 135.0, 'epoch': 0.5}
+{'train/ce_loss': 1.2821711301803589, 'train/diffusion_loss': 0.5046371817588806, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.5}
+{'train/ce_loss': 1.6714262962341309, 'train/diffusion_loss': 0.5451616048812866, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 123.0, 'epoch': 0.5}
+{'train/ce_loss': 1.4545726776123047, 'train/diffusion_loss': 0.5461451411247253, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.5}
+{'train/ce_loss': 1.9536598920822144, 'train/diffusion_loss': 0.5159267783164978, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 56.0, 'epoch': 0.5}
+{'train/ce_loss': 1.0468425750732422, 'train/diffusion_loss': 0.439262330532074, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 133.0, 'epoch': 0.5}
+{'train/ce_loss': 1.5666837692260742, 'train/diffusion_loss': 0.5365834832191467, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.5}
+{'train/ce_loss': 1.5359084606170654, 'train/diffusion_loss': 0.4984911382198334, 'epoch': 0.5}
+{'train/learning_rate_real': 4.978722957173222e-05, 'epoch': 0.5}
+{'debug/num_tok_total': 166.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 166.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.51}
+{'train/ce_loss': 1.489669680595398, 'train/diffusion_loss': 0.5649526715278625, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.51}
+{'train/ce_loss': 1.8288415670394897, 'train/diffusion_loss': 0.4888080358505249, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 163.0, 'epoch': 0.51}
+{'train/ce_loss': 1.7763487100601196, 'train/diffusion_loss': 0.4927635192871094, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 164.0, 'epoch': 0.51}
+{'train/ce_loss': 1.8615056276321411, 'train/diffusion_loss': 0.5096147656440735, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.51}
+{'train/ce_loss': 1.8753890991210938, 'train/diffusion_loss': 0.5297476053237915, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.51}
+{'train/ce_loss': 1.4011648893356323, 'train/diffusion_loss': 0.5698935389518738, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 50.0, 'epoch': 0.51}
+{'train/ce_loss': 0.7982297539710999, 'train/diffusion_loss': 0.43670451641082764, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 130.0, 'epoch': 0.51}
+{'train/ce_loss': 1.5748201608657837, 'train/diffusion_loss': 0.5148934125900269, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 134.0, 'epoch': 0.51}
+{'train/ce_loss': 1.6976101398468018, 'train/diffusion_loss': 0.5840377807617188, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.51}
+{'train/ce_loss': 1.3755804300308228, 'train/diffusion_loss': 0.576633870601654, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 178.0, 'epoch': 0.51}
+{'train/ce_loss': 1.5494325160980225, 'train/diffusion_loss': 0.5790184736251831, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.51}
+{'train/ce_loss': 1.2329771518707275, 'train/diffusion_loss': 0.4842090904712677, 'epoch': 0.51}
+{'train/learning_rate_real': 4.975984612551243e-05, 'epoch': 0.51}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.52}
+{'train/ce_loss': 1.1258900165557861, 'train/diffusion_loss': 0.586601197719574, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 188.0, 'epoch': 0.52}
+{'train/ce_loss': 1.499411940574646, 'train/diffusion_loss': 0.5159119963645935, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 107.0, 'epoch': 0.52}
+{'train/ce_loss': 1.3699276447296143, 'train/diffusion_loss': 0.4555271863937378, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.52}
+{'train/ce_loss': 1.450530767440796, 'train/diffusion_loss': 0.5142839550971985, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 152.0, 'epoch': 0.52}
+{'train/ce_loss': 1.462483525276184, 'train/diffusion_loss': 0.48875537514686584, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 111.0, 'epoch': 0.52}
+{'train/ce_loss': 1.2755157947540283, 'train/diffusion_loss': 0.5123851299285889, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 380.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 380.0, 'debug/num_lat_loss': 197.0, 'epoch': 0.52}
+{'train/ce_loss': 1.2825376987457275, 'train/diffusion_loss': 0.5708603858947754, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 199.0, 'epoch': 0.52}
+{'train/ce_loss': 1.8027172088623047, 'train/diffusion_loss': 0.5446484684944153, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 89.0, 'epoch': 0.52}
+{'train/ce_loss': 1.2331563234329224, 'train/diffusion_loss': 0.4767421782016754, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 44.0, 'epoch': 0.52}
+{'train/ce_loss': 0.8920259475708008, 'train/diffusion_loss': 0.38059577345848083, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 182.0, 'epoch': 0.52}
+{'train/ce_loss': 2.1734912395477295, 'train/diffusion_loss': 0.502078652381897, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 141.0, 'epoch': 0.52}
+{'train/ce_loss': 1.5239758491516113, 'train/diffusion_loss': 0.4962942600250244, 'epoch': 0.52}
+{'train/learning_rate_real': 4.973081404694088e-05, 'epoch': 0.52}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.53}
+{'train/ce_loss': 1.6967945098876953, 'train/diffusion_loss': 0.48350226879119873, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.53}
+{'train/ce_loss': 1.5790719985961914, 'train/diffusion_loss': 0.5021253824234009, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 249.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 249.0, 'debug/num_lat_loss': 88.0, 'epoch': 0.53}
+{'train/ce_loss': 1.1732308864593506, 'train/diffusion_loss': 0.5018510818481445, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 88.0, 'epoch': 0.53}
+{'train/ce_loss': 1.1686495542526245, 'train/diffusion_loss': 0.515346348285675, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 73.0, 'epoch': 0.53}
+{'train/ce_loss': 0.7187693119049072, 'train/diffusion_loss': 0.48358309268951416, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.53}
+{'train/ce_loss': 1.6823835372924805, 'train/diffusion_loss': 0.697787344455719, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 122.0, 'epoch': 0.53}
+{'train/ce_loss': 1.128512978553772, 'train/diffusion_loss': 0.4839145243167877, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 182.0, 'epoch': 0.53}
+{'train/ce_loss': 1.9300415515899658, 'train/diffusion_loss': 0.4940287470817566, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 61.0, 'epoch': 0.53}
+{'train/ce_loss': 1.1166883707046509, 'train/diffusion_loss': 0.45726943016052246, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 144.0, 'epoch': 0.53}
+{'train/ce_loss': 1.3971582651138306, 'train/diffusion_loss': 0.5130760669708252, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.53}
+{'train/ce_loss': 1.3635058403015137, 'train/diffusion_loss': 0.41042423248291016, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.53}
+{'train/ce_loss': 1.262412667274475, 'train/diffusion_loss': 0.4503474831581116, 'epoch': 0.53}
+{'train/learning_rate_real': 4.970013526911617e-05, 'epoch': 0.53}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.54}
+{'train/ce_loss': 0.8099422454833984, 'train/diffusion_loss': 0.5399572849273682, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.54}
+{'train/ce_loss': 1.5748921632766724, 'train/diffusion_loss': 0.5348591804504395, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.54}
+{'train/ce_loss': 1.4155219793319702, 'train/diffusion_loss': 0.520809531211853, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 151.0, 'epoch': 0.54}
+{'train/ce_loss': 1.9659663438796997, 'train/diffusion_loss': 0.5574592351913452, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 213.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 213.0, 'debug/num_lat_loss': 74.0, 'epoch': 0.54}
+{'train/ce_loss': 0.9385325908660889, 'train/diffusion_loss': 0.48367971181869507, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 141.0, 'epoch': 0.54}
+{'train/ce_loss': 1.6050735712051392, 'train/diffusion_loss': 0.561786413192749, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.54}
+{'train/ce_loss': 1.4357620477676392, 'train/diffusion_loss': 0.4709107577800751, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 168.0, 'epoch': 0.54}
+{'train/ce_loss': 2.1241402626037598, 'train/diffusion_loss': 0.5706931948661804, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 163.0, 'epoch': 0.54}
+{'train/ce_loss': 1.836837887763977, 'train/diffusion_loss': 0.5077144503593445, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 176.0, 'epoch': 0.54}
+{'train/ce_loss': 2.0097734928131104, 'train/diffusion_loss': 0.5351867079734802, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 215.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 215.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.54}
+{'train/ce_loss': 1.3313466310501099, 'train/diffusion_loss': 0.4776304066181183, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 130.0, 'epoch': 0.54}
+{'train/ce_loss': 1.6819391250610352, 'train/diffusion_loss': 0.522620439529419, 'epoch': 0.54}
+{'train/learning_rate_real': 4.9667811834782224e-05, 'epoch': 0.54}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 110.0, 'epoch': 0.56}
+{'train/ce_loss': 1.3086059093475342, 'train/diffusion_loss': 0.5134417414665222, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 135.0, 'epoch': 0.56}
+{'train/ce_loss': 1.6833900213241577, 'train/diffusion_loss': 0.5433658957481384, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 122.0, 'epoch': 0.56}
+{'train/ce_loss': 1.3829917907714844, 'train/diffusion_loss': 0.5187416076660156, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.56}
+{'train/ce_loss': 1.5637433528900146, 'train/diffusion_loss': 0.6033853888511658, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.56}
+{'train/ce_loss': 1.5449267625808716, 'train/diffusion_loss': 0.5731238126754761, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 205.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 205.0, 'epoch': 0.56}
+{'train/ce_loss': 2.1123831272125244, 'train/diffusion_loss': 0.5457473993301392, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 63.0, 'epoch': 0.56}
+{'train/ce_loss': 0.9642907977104187, 'train/diffusion_loss': 0.4626381993293762, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 183.0, 'epoch': 0.56}
+{'train/ce_loss': 2.1992828845977783, 'train/diffusion_loss': 0.48274049162864685, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.56}
+{'train/ce_loss': 1.1068496704101562, 'train/diffusion_loss': 0.5295067429542542, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 145.0, 'epoch': 0.56}
+{'train/ce_loss': 1.4906845092773438, 'train/diffusion_loss': 0.5123138427734375, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 207.0, 'epoch': 0.56}
+{'train/ce_loss': 2.0339643955230713, 'train/diffusion_loss': 0.48228150606155396, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 157.0, 'epoch': 0.56}
+{'train/ce_loss': 1.3880091905593872, 'train/diffusion_loss': 0.5233513712882996, 'epoch': 0.56}
+{'train/learning_rate_real': 4.963384589619233e-05, 'epoch': 0.56}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 157.0, 'epoch': 0.57}
+{'train/ce_loss': 1.826237440109253, 'train/diffusion_loss': 0.6100586652755737, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.57}
+{'train/ce_loss': 1.3661868572235107, 'train/diffusion_loss': 0.5167905688285828, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 152.0, 'epoch': 0.57}
+{'train/ce_loss': 1.7728533744812012, 'train/diffusion_loss': 0.5408902168273926, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.57}
+{'train/ce_loss': 1.5447051525115967, 'train/diffusion_loss': 0.4806583821773529, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.57}
+{'train/ce_loss': 1.276213526725769, 'train/diffusion_loss': 0.4861956238746643, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 191.0, 'epoch': 0.57}
+{'train/ce_loss': 1.9462043046951294, 'train/diffusion_loss': 0.5977852940559387, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.57}
+{'train/ce_loss': 1.0808038711547852, 'train/diffusion_loss': 0.4840010702610016, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 130.0, 'epoch': 0.57}
+{'train/ce_loss': 1.6640584468841553, 'train/diffusion_loss': 0.5055109858512878, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 129.0, 'epoch': 0.57}
+{'train/ce_loss': 1.7758792638778687, 'train/diffusion_loss': 0.5824528336524963, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 129.0, 'epoch': 0.57}
+{'train/ce_loss': 1.351983666419983, 'train/diffusion_loss': 0.4973509907722473, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.57}
+{'train/ce_loss': 0.8232935667037964, 'train/diffusion_loss': 0.5113873481750488, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 175.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 175.0, 'epoch': 0.57}
+{'train/ce_loss': 1.4331138134002686, 'train/diffusion_loss': 0.5954633951187134, 'epoch': 0.57}
+{'train/learning_rate_real': 4.959823971496574e-05, 'epoch': 0.57}
+{'debug/num_tok_total': 167.0, 'debug/num_tok_loss': 54.0, 'debug/num_lat_total': 167.0, 'debug/num_lat_loss': 54.0, 'epoch': 0.58}
+{'train/ce_loss': 0.6952462792396545, 'train/diffusion_loss': 0.45234209299087524, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 178.0, 'epoch': 0.58}
+{'train/ce_loss': 1.7135354280471802, 'train/diffusion_loss': 0.5373305082321167, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 120.0, 'epoch': 0.58}
+{'train/ce_loss': 1.258811593055725, 'train/diffusion_loss': 0.47766223549842834, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.58}
+{'train/ce_loss': 1.0747038125991821, 'train/diffusion_loss': 0.46903717517852783, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 210.0, 'epoch': 0.58}
+{'train/ce_loss': 1.938014268875122, 'train/diffusion_loss': 0.5233657956123352, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 89.0, 'epoch': 0.58}
+{'train/ce_loss': 1.121943712234497, 'train/diffusion_loss': 0.49397286772727966, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 225.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 225.0, 'debug/num_lat_loss': 83.0, 'epoch': 0.58}
+{'train/ce_loss': 1.141125202178955, 'train/diffusion_loss': 0.4935224950313568, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 105.0, 'epoch': 0.58}
+{'train/ce_loss': 1.3900290727615356, 'train/diffusion_loss': 0.5926287770271301, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.58}
+{'train/ce_loss': 1.2984418869018555, 'train/diffusion_loss': 0.5226413607597351, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 164.0, 'epoch': 0.58}
+{'train/ce_loss': 1.8302446603775024, 'train/diffusion_loss': 0.5149301290512085, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.58}
+{'train/ce_loss': 1.4395970106124878, 'train/diffusion_loss': 0.5518913865089417, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 180.0, 'epoch': 0.58}
+{'train/ce_loss': 1.568743348121643, 'train/diffusion_loss': 0.5290073156356812, 'epoch': 0.58}
+{'train/learning_rate_real': 4.956099566193717e-05, 'epoch': 0.58}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 163.0, 'epoch': 0.59}
+{'train/ce_loss': 1.8228850364685059, 'train/diffusion_loss': 0.6108784675598145, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 157.0, 'epoch': 0.59}
+{'train/ce_loss': 1.7085846662521362, 'train/diffusion_loss': 0.6004604697227478, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.59}
+{'train/ce_loss': 1.7836719751358032, 'train/diffusion_loss': 0.5374583601951599, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 197.0, 'epoch': 0.59}
+{'train/ce_loss': 2.076150417327881, 'train/diffusion_loss': 0.5473809838294983, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 141.0, 'epoch': 0.59}
+{'train/ce_loss': 1.6773697137832642, 'train/diffusion_loss': 0.5324400663375854, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 93.0, 'epoch': 0.59}
+{'train/ce_loss': 1.5306124687194824, 'train/diffusion_loss': 0.5267388224601746, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 114.0, 'epoch': 0.59}
+{'train/ce_loss': 1.3568660020828247, 'train/diffusion_loss': 0.4777064323425293, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 206.0, 'epoch': 0.59}
+{'train/ce_loss': 1.9083527326583862, 'train/diffusion_loss': 0.5332061648368835, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 138.0, 'epoch': 0.59}
+{'train/ce_loss': 1.3804270029067993, 'train/diffusion_loss': 0.5100842118263245, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 221.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 221.0, 'epoch': 0.59}
+{'train/ce_loss': 1.8904011249542236, 'train/diffusion_loss': 0.5530956983566284, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.59}
+{'train/ce_loss': 1.2067116498947144, 'train/diffusion_loss': 0.5433719754219055, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 150.0, 'epoch': 0.59}
+{'train/ce_loss': 1.377508282661438, 'train/diffusion_loss': 0.5005793571472168, 'epoch': 0.59}
+{'train/learning_rate_real': 4.952211621699887e-05, 'epoch': 0.59}
+{'loss': 21.8635, 'grad_norm': 19.71750259399414, 'learning_rate': 4.952211621699887e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 139.0, 'epoch': 0.6}
+{'train/ce_loss': 1.3876272439956665, 'train/diffusion_loss': 0.5210373401641846, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 127.0, 'epoch': 0.6}
+{'train/ce_loss': 1.4287850856781006, 'train/diffusion_loss': 0.5506560802459717, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 168.0, 'epoch': 0.6}
+{'train/ce_loss': 1.89223051071167, 'train/diffusion_loss': 0.5252016186714172, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 164.0, 'epoch': 0.6}
+{'train/ce_loss': 1.992301344871521, 'train/diffusion_loss': 0.5439862012863159, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.6}
+{'train/ce_loss': 1.2252599000930786, 'train/diffusion_loss': 0.5895349383354187, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 148.0, 'epoch': 0.6}
+{'train/ce_loss': 2.016119956970215, 'train/diffusion_loss': 0.6091093420982361, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 135.0, 'epoch': 0.6}
+{'train/ce_loss': 1.309454321861267, 'train/diffusion_loss': 0.4989503026008606, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.6}
+{'train/ce_loss': 1.3747278451919556, 'train/diffusion_loss': 0.5277577638626099, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.6}
+{'train/ce_loss': 1.6573516130447388, 'train/diffusion_loss': 0.5048520565032959, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 122.0, 'epoch': 0.6}
+{'train/ce_loss': 1.330237627029419, 'train/diffusion_loss': 0.5464035868644714, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.6}
+{'train/ce_loss': 1.1681363582611084, 'train/diffusion_loss': 0.5112001299858093, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 100.0, 'epoch': 0.6}
+{'train/ce_loss': 1.3185153007507324, 'train/diffusion_loss': 0.5173289179801941, 'epoch': 0.6}
+{'train/learning_rate_real': 4.948160396893553e-05, 'epoch': 0.6}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 142.0, 'epoch': 0.62}
+{'train/ce_loss': 1.3357124328613281, 'train/diffusion_loss': 0.49738848209381104, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 146.0, 'epoch': 0.62}
+{'train/ce_loss': 1.6665172576904297, 'train/diffusion_loss': 0.4929840862751007, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 160.0, 'epoch': 0.62}
+{'train/ce_loss': 1.4768304824829102, 'train/diffusion_loss': 0.497446209192276, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 71.0, 'epoch': 0.62}
+{'train/ce_loss': 0.9678144454956055, 'train/diffusion_loss': 0.46166616678237915, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 70.0, 'epoch': 0.62}
+{'train/ce_loss': 1.047947883605957, 'train/diffusion_loss': 0.5104493498802185, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.62}
+{'train/ce_loss': 1.2796746492385864, 'train/diffusion_loss': 0.5937179923057556, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 387.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 387.0, 'debug/num_lat_loss': 188.0, 'epoch': 0.62}
+{'train/ce_loss': 1.4555490016937256, 'train/diffusion_loss': 0.552004873752594, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 107.0, 'epoch': 0.62}
+{'train/ce_loss': 1.21913743019104, 'train/diffusion_loss': 0.47046661376953125, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 158.0, 'epoch': 0.62}
+{'train/ce_loss': 1.4088767766952515, 'train/diffusion_loss': 0.4723183810710907, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 207.0, 'epoch': 0.62}
+{'train/ce_loss': 2.1180202960968018, 'train/diffusion_loss': 0.5611999034881592, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 180.0, 'epoch': 0.62}
+{'train/ce_loss': 1.390890121459961, 'train/diffusion_loss': 0.5182615518569946, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.62}
+{'train/ce_loss': 1.5368441343307495, 'train/diffusion_loss': 0.5845808982849121, 'epoch': 0.62}
+{'train/learning_rate_real': 4.943946161525192e-05, 'epoch': 0.62}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 140.0, 'epoch': 0.63}
+{'train/ce_loss': 1.405799388885498, 'train/diffusion_loss': 0.5771022439002991, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.63}
+{'train/ce_loss': 1.412631630897522, 'train/diffusion_loss': 0.5690321326255798, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 182.0, 'debug/num_tok_loss': 53.0, 'debug/num_lat_total': 182.0, 'debug/num_lat_loss': 53.0, 'epoch': 0.63}
+{'train/ce_loss': 0.9997423887252808, 'train/diffusion_loss': 0.416181355714798, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.63}
+{'train/ce_loss': 1.560276985168457, 'train/diffusion_loss': 0.5281924605369568, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 150.0, 'epoch': 0.63}
+{'train/ce_loss': 1.7162132263183594, 'train/diffusion_loss': 0.604102373123169, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 163.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 163.0, 'debug/num_lat_loss': 50.0, 'epoch': 0.63}
+{'train/ce_loss': 0.7154821753501892, 'train/diffusion_loss': 0.4465375542640686, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.63}
+{'train/ce_loss': 1.4430149793624878, 'train/diffusion_loss': 0.5433290600776672, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.63}
+{'train/ce_loss': 1.3037344217300415, 'train/diffusion_loss': 0.5110399723052979, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 383.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 383.0, 'debug/num_lat_loss': 189.0, 'epoch': 0.63}
+{'train/ce_loss': 1.7931491136550903, 'train/diffusion_loss': 0.5365859866142273, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 73.0, 'epoch': 0.63}
+{'train/ce_loss': 0.9448078274726868, 'train/diffusion_loss': 0.5230591893196106, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 167.0, 'epoch': 0.63}
+{'train/ce_loss': 1.9456349611282349, 'train/diffusion_loss': 0.5978533029556274, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 90.0, 'epoch': 0.63}
+{'train/ce_loss': 1.0841376781463623, 'train/diffusion_loss': 0.49255821108818054, 'epoch': 0.63}
+{'train/learning_rate_real': 4.939569196199325e-05, 'epoch': 0.63}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 164.0, 'epoch': 0.64}
+{'train/ce_loss': 1.6501188278198242, 'train/diffusion_loss': 0.56232088804245, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.64}
+{'train/ce_loss': 1.395310401916504, 'train/diffusion_loss': 0.536013662815094, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.64}
+{'train/ce_loss': 1.6639970541000366, 'train/diffusion_loss': 0.5517018437385559, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.64}
+{'train/ce_loss': 1.498742699623108, 'train/diffusion_loss': 0.5088593363761902, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 291.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 291.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.64}
+{'train/ce_loss': 1.3810912370681763, 'train/diffusion_loss': 0.5049492120742798, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.64}
+{'train/ce_loss': 1.653322696685791, 'train/diffusion_loss': 0.5126315951347351, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 170.0, 'epoch': 0.64}
+{'train/ce_loss': 1.6916444301605225, 'train/diffusion_loss': 0.5322660207748413, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 115.0, 'epoch': 0.64}
+{'train/ce_loss': 1.5867457389831543, 'train/diffusion_loss': 0.4806676208972931, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 176.0, 'epoch': 0.64}
+{'train/ce_loss': 1.62078857421875, 'train/diffusion_loss': 0.540814995765686, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.64}
+{'train/ce_loss': 1.3033897876739502, 'train/diffusion_loss': 0.5223461389541626, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 70.0, 'epoch': 0.64}
+{'train/ce_loss': 0.9293330311775208, 'train/diffusion_loss': 0.49898770451545715, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 115.0, 'epoch': 0.64}
+{'train/ce_loss': 1.4865093231201172, 'train/diffusion_loss': 0.575842022895813, 'epoch': 0.64}
+{'train/learning_rate_real': 4.935029792355834e-05, 'epoch': 0.64}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 123.0, 'epoch': 0.65}
+{'train/ce_loss': 1.543330430984497, 'train/diffusion_loss': 0.5395100712776184, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.65}
+{'train/ce_loss': 0.9603524804115295, 'train/diffusion_loss': 0.46506237983703613, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 218.0, 'epoch': 0.65}
+{'train/ce_loss': 1.9729816913604736, 'train/diffusion_loss': 0.5534072518348694, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 134.0, 'epoch': 0.65}
+{'train/ce_loss': 1.4525935649871826, 'train/diffusion_loss': 0.5809502601623535, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.65}
+{'train/ce_loss': 1.2281807661056519, 'train/diffusion_loss': 0.4837054908275604, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.65}
+{'train/ce_loss': 1.1536235809326172, 'train/diffusion_loss': 0.47163522243499756, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 105.0, 'epoch': 0.65}
+{'train/ce_loss': 1.5030211210250854, 'train/diffusion_loss': 0.49798041582107544, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 127.0, 'epoch': 0.65}
+{'train/ce_loss': 1.4484761953353882, 'train/diffusion_loss': 0.5154907703399658, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 390.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 390.0, 'debug/num_lat_loss': 213.0, 'epoch': 0.65}
+{'train/ce_loss': 2.060540199279785, 'train/diffusion_loss': 0.566567063331604, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 114.0, 'epoch': 0.65}
+{'train/ce_loss': 1.537285327911377, 'train/diffusion_loss': 0.47922220826148987, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.65}
+{'train/ce_loss': 1.094777226448059, 'train/diffusion_loss': 0.43531301617622375, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 315.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 315.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.65}
+{'train/ce_loss': 1.4885151386260986, 'train/diffusion_loss': 0.5424448847770691, 'epoch': 0.65}
+{'train/learning_rate_real': 4.9303282522505565e-05, 'epoch': 0.65}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 101.0, 'epoch': 0.67}
+{'train/ce_loss': 1.2219219207763672, 'train/diffusion_loss': 0.517557680606842, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 195.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 195.0, 'epoch': 0.67}
+{'train/ce_loss': 1.5944550037384033, 'train/diffusion_loss': 0.5563039779663086, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.67}
+{'train/ce_loss': 1.2065868377685547, 'train/diffusion_loss': 0.46159452199935913, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 110.0, 'epoch': 0.67}
+{'train/ce_loss': 1.3430544137954712, 'train/diffusion_loss': 0.4573517441749573, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 387.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 387.0, 'debug/num_lat_loss': 204.0, 'epoch': 0.67}
+{'train/ce_loss': 1.7855859994888306, 'train/diffusion_loss': 0.5521688461303711, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 172.0, 'epoch': 0.67}
+{'train/ce_loss': 1.2171529531478882, 'train/diffusion_loss': 0.59110426902771, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 167.0, 'epoch': 0.67}
+{'train/ce_loss': 1.663446068763733, 'train/diffusion_loss': 0.5133743286132812, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.67}
+{'train/ce_loss': 1.5345538854599, 'train/diffusion_loss': 0.6004976034164429, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 204.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 204.0, 'debug/num_lat_loss': 130.0, 'epoch': 0.67}
+{'train/ce_loss': 1.448980689048767, 'train/diffusion_loss': 0.5988320708274841, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 204.0, 'epoch': 0.67}
+{'train/ce_loss': 1.6703671216964722, 'train/diffusion_loss': 0.5088688135147095, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 146.0, 'epoch': 0.67}
+{'train/ce_loss': 1.9012706279754639, 'train/diffusion_loss': 0.6616191267967224, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 124.0, 'epoch': 0.67}
+{'train/ce_loss': 1.4085474014282227, 'train/diffusion_loss': 0.5460729002952576, 'epoch': 0.67}
+{'train/learning_rate_real': 4.925464888935162e-05, 'epoch': 0.67}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 63.0, 'epoch': 0.68}
+{'train/ce_loss': 1.0098708868026733, 'train/diffusion_loss': 0.4823221266269684, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 182.0, 'epoch': 0.68}
+{'train/ce_loss': 1.9935283660888672, 'train/diffusion_loss': 0.5596830248832703, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 168.0, 'epoch': 0.68}
+{'train/ce_loss': 1.348070502281189, 'train/diffusion_loss': 0.49619248509407043, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 180.0, 'epoch': 0.68}
+{'train/ce_loss': 1.5694518089294434, 'train/diffusion_loss': 0.5009823441505432, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 160.0, 'epoch': 0.68}
+{'train/ce_loss': 1.7288137674331665, 'train/diffusion_loss': 0.5476547479629517, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 61.0, 'epoch': 0.68}
+{'train/ce_loss': 0.7993448376655579, 'train/diffusion_loss': 0.41273441910743713, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.68}
+{'train/ce_loss': 1.5640114545822144, 'train/diffusion_loss': 0.5192938446998596, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 136.0, 'epoch': 0.68}
+{'train/ce_loss': 1.59445059299469, 'train/diffusion_loss': 0.5467357635498047, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.68}
+{'train/ce_loss': 1.4118847846984863, 'train/diffusion_loss': 0.45761731266975403, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 409.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 409.0, 'debug/num_lat_loss': 199.0, 'epoch': 0.68}
+{'train/ce_loss': 1.7616026401519775, 'train/diffusion_loss': 0.586724579334259, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 170.0, 'epoch': 0.68}
+{'train/ce_loss': 1.9074325561523438, 'train/diffusion_loss': 0.5571299195289612, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.68}
+{'train/ce_loss': 1.6477832794189453, 'train/diffusion_loss': 0.5089989304542542, 'epoch': 0.68}
+{'train/learning_rate_real': 4.920440026236301e-05, 'epoch': 0.68}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 135.0, 'epoch': 0.69}
+{'train/ce_loss': 1.62564218044281, 'train/diffusion_loss': 0.5138245820999146, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 124.0, 'epoch': 0.69}
+{'train/ce_loss': 1.408143401145935, 'train/diffusion_loss': 0.5120207667350769, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 199.0, 'epoch': 0.69}
+{'train/ce_loss': 1.8844581842422485, 'train/diffusion_loss': 0.5586503148078918, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.69}
+{'train/ce_loss': 1.5992552042007446, 'train/diffusion_loss': 0.5576714873313904, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 360.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 360.0, 'debug/num_lat_loss': 179.0, 'epoch': 0.69}
+{'train/ce_loss': 1.4896858930587769, 'train/diffusion_loss': 0.609241247177124, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 166.0, 'epoch': 0.69}
+{'train/ce_loss': 2.239215850830078, 'train/diffusion_loss': 0.535663366317749, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.69}
+{'train/ce_loss': 1.3672574758529663, 'train/diffusion_loss': 0.4766188859939575, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 170.0, 'epoch': 0.69}
+{'train/ce_loss': 1.7895593643188477, 'train/diffusion_loss': 0.5975772142410278, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 291.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 291.0, 'debug/num_lat_loss': 191.0, 'epoch': 0.69}
+{'train/ce_loss': 2.1595804691314697, 'train/diffusion_loss': 0.5447179079055786, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 173.0, 'epoch': 0.69}
+{'train/ce_loss': 1.5263535976409912, 'train/diffusion_loss': 0.5222873687744141, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 103.0, 'epoch': 0.69}
+{'train/ce_loss': 1.2121139764785767, 'train/diffusion_loss': 0.5457307696342468, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.69}
+{'train/ce_loss': 1.287994146347046, 'train/diffusion_loss': 0.5153347253799438, 'epoch': 0.69}
+{'train/learning_rate_real': 4.915253998734051e-05, 'epoch': 0.69}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 208.0, 'epoch': 0.7}
+{'train/ce_loss': 1.847485899925232, 'train/diffusion_loss': 0.6013942360877991, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 168.0, 'epoch': 0.7}
+{'train/ce_loss': 1.6831896305084229, 'train/diffusion_loss': 0.6133726239204407, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 127.0, 'epoch': 0.7}
+{'train/ce_loss': 1.5442951917648315, 'train/diffusion_loss': 0.6150203943252563, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 423.0, 'debug/num_tok_loss': 237.0, 'debug/num_lat_total': 423.0, 'debug/num_lat_loss': 237.0, 'epoch': 0.7}
+{'train/ce_loss': 2.1309173107147217, 'train/diffusion_loss': 0.5696631073951721, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 179.0, 'epoch': 0.7}
+{'train/ce_loss': 1.8950145244598389, 'train/diffusion_loss': 0.5095396637916565, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 136.0, 'epoch': 0.7}
+{'train/ce_loss': 1.2962067127227783, 'train/diffusion_loss': 0.5033212304115295, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 161.0, 'epoch': 0.7}
+{'train/ce_loss': 1.5584250688552856, 'train/diffusion_loss': 0.5955104827880859, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 183.0, 'epoch': 0.7}
+{'train/ce_loss': 1.6788190603256226, 'train/diffusion_loss': 0.5617777109146118, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.7}
+{'train/ce_loss': 1.6193732023239136, 'train/diffusion_loss': 0.5605431199073792, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.7}
+{'train/ce_loss': 1.7828969955444336, 'train/diffusion_loss': 0.46710798144340515, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 118.0, 'epoch': 0.7}
+{'train/ce_loss': 1.2908706665039062, 'train/diffusion_loss': 0.43848007917404175, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 398.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 398.0, 'debug/num_lat_loss': 218.0, 'epoch': 0.7}
+{'train/ce_loss': 1.9897533655166626, 'train/diffusion_loss': 0.5187656879425049, 'epoch': 0.7}
+{'train/learning_rate_real': 4.909907151739633e-05, 'epoch': 0.7}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.71}
+{'train/ce_loss': 1.1752183437347412, 'train/diffusion_loss': 0.5360240340232849, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 171.0, 'epoch': 0.71}
+{'train/ce_loss': 1.7684332132339478, 'train/diffusion_loss': 0.48218390345573425, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.71}
+{'train/ce_loss': 1.4298980236053467, 'train/diffusion_loss': 0.4699091911315918, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 114.0, 'epoch': 0.71}
+{'train/ce_loss': 1.1973530054092407, 'train/diffusion_loss': 0.5311983227729797, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 122.0, 'epoch': 0.71}
+{'train/ce_loss': 1.3297291994094849, 'train/diffusion_loss': 0.5136617422103882, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.71}
+{'train/ce_loss': 1.7945122718811035, 'train/diffusion_loss': 0.5554059743881226, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 169.0, 'epoch': 0.71}
+{'train/ce_loss': 1.546883463859558, 'train/diffusion_loss': 0.5391336679458618, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.71}
+{'train/ce_loss': 2.02579665184021, 'train/diffusion_loss': 0.5432451963424683, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 173.0, 'epoch': 0.71}
+{'train/ce_loss': 2.027029514312744, 'train/diffusion_loss': 0.5706493258476257, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 94.0, 'epoch': 0.71}
+{'train/ce_loss': 1.088232159614563, 'train/diffusion_loss': 0.49120596051216125, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 117.0, 'epoch': 0.71}
+{'train/ce_loss': 1.5486606359481812, 'train/diffusion_loss': 0.4567742943763733, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.71}
+{'train/ce_loss': 1.5114376544952393, 'train/diffusion_loss': 0.5458449721336365, 'epoch': 0.71}
+{'train/learning_rate_real': 4.904399841272423e-05, 'epoch': 0.71}
+{'loss': 22.0342, 'grad_norm': 20.13540267944336, 'learning_rate': 4.904399841272423e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.73}
+{'train/ce_loss': 1.6214675903320312, 'train/diffusion_loss': 0.5648230314254761, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 165.0, 'epoch': 0.73}
+{'train/ce_loss': 1.7915226221084595, 'train/diffusion_loss': 0.48944664001464844, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 71.0, 'epoch': 0.73}
+{'train/ce_loss': 1.1361538171768188, 'train/diffusion_loss': 0.4639385938644409, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 114.0, 'epoch': 0.73}
+{'train/ce_loss': 1.4139280319213867, 'train/diffusion_loss': 0.5097969174385071, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 57.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 57.0, 'epoch': 0.73}
+{'train/ce_loss': 0.7098951935768127, 'train/diffusion_loss': 0.3824809789657593, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 168.0, 'epoch': 0.73}
+{'train/ce_loss': 1.7197380065917969, 'train/diffusion_loss': 0.5072106122970581, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 182.0, 'epoch': 0.73}
+{'train/ce_loss': 1.4826874732971191, 'train/diffusion_loss': 0.5213381052017212, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 0.73}
+{'train/ce_loss': 1.9639226198196411, 'train/diffusion_loss': 0.5728588104248047, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 93.0, 'epoch': 0.73}
+{'train/ce_loss': 1.403368353843689, 'train/diffusion_loss': 0.5464383959770203, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 167.0, 'epoch': 0.73}
+{'train/ce_loss': 1.9948960542678833, 'train/diffusion_loss': 0.589973509311676, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.73}
+{'train/ce_loss': 1.340009331703186, 'train/diffusion_loss': 0.5072112083435059, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 66.0, 'epoch': 0.73}
+{'train/ce_loss': 1.0267367362976074, 'train/diffusion_loss': 0.5124675035476685, 'epoch': 0.73}
+{'train/learning_rate_real': 4.898732434036244e-05, 'epoch': 0.73}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 140.0, 'epoch': 0.74}
+{'train/ce_loss': 1.1819779872894287, 'train/diffusion_loss': 0.5714718699455261, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.74}
+{'train/ce_loss': 1.034104585647583, 'train/diffusion_loss': 0.472443163394928, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 165.0, 'epoch': 0.74}
+{'train/ce_loss': 1.5605707168579102, 'train/diffusion_loss': 0.5525766015052795, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 165.0, 'epoch': 0.74}
+{'train/ce_loss': 1.8554543256759644, 'train/diffusion_loss': 0.581899106502533, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 0.74}
+{'train/ce_loss': 1.7185360193252563, 'train/diffusion_loss': 0.49621763825416565, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 403.0, 'debug/num_tok_loss': 225.0, 'debug/num_lat_total': 403.0, 'debug/num_lat_loss': 225.0, 'epoch': 0.74}
+{'train/ce_loss': 1.9070773124694824, 'train/diffusion_loss': 0.4868224859237671, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 139.0, 'epoch': 0.74}
+{'train/ce_loss': 1.7381774187088013, 'train/diffusion_loss': 0.536137044429779, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.74}
+{'train/ce_loss': 1.4120569229125977, 'train/diffusion_loss': 0.5382430553436279, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.74}
+{'train/ce_loss': 1.0687918663024902, 'train/diffusion_loss': 0.49539583921432495, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 54.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 54.0, 'epoch': 0.74}
+{'train/ce_loss': 0.848490834236145, 'train/diffusion_loss': 0.46375513076782227, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 172.0, 'epoch': 0.74}
+{'train/ce_loss': 1.8276851177215576, 'train/diffusion_loss': 0.5481716394424438, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 137.0, 'epoch': 0.74}
+{'train/ce_loss': 1.2530945539474487, 'train/diffusion_loss': 0.524956464767456, 'epoch': 0.74}
+{'train/learning_rate_real': 4.8929053073949456e-05, 'epoch': 0.74}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.75}
+{'train/ce_loss': 1.6356031894683838, 'train/diffusion_loss': 0.5189905762672424, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 173.0, 'epoch': 0.75}
+{'train/ce_loss': 1.6575719118118286, 'train/diffusion_loss': 0.54474276304245, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 178.0, 'epoch': 0.75}
+{'train/ce_loss': 1.4073845148086548, 'train/diffusion_loss': 0.5117207169532776, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 87.0, 'epoch': 0.75}
+{'train/ce_loss': 1.2962874174118042, 'train/diffusion_loss': 0.5398632287979126, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 191.0, 'epoch': 0.75}
+{'train/ce_loss': 1.748297095298767, 'train/diffusion_loss': 0.5142086744308472, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 139.0, 'epoch': 0.75}
+{'train/ce_loss': 1.284328579902649, 'train/diffusion_loss': 0.5401094555854797, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 171.0, 'epoch': 0.75}
+{'train/ce_loss': 1.8462985754013062, 'train/diffusion_loss': 0.577883243560791, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 164.0, 'epoch': 0.75}
+{'train/ce_loss': 2.009948253631592, 'train/diffusion_loss': 0.5409845113754272, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.75}
+{'train/ce_loss': 1.1018059253692627, 'train/diffusion_loss': 0.5233151912689209, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.75}
+{'train/ce_loss': 1.6096457242965698, 'train/diffusion_loss': 0.5615797638893127, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.75}
+{'train/ce_loss': 1.3396657705307007, 'train/diffusion_loss': 0.49408242106437683, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 153.0, 'epoch': 0.75}
+{'train/ce_loss': 1.6087809801101685, 'train/diffusion_loss': 0.5200485587120056, 'epoch': 0.75}
+{'train/learning_rate_real': 4.8869188493472854e-05, 'epoch': 0.75}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 168.0, 'epoch': 0.76}
+{'train/ce_loss': 1.4295281171798706, 'train/diffusion_loss': 0.610889196395874, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.76}
+{'train/ce_loss': 1.162418246269226, 'train/diffusion_loss': 0.44518622756004333, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 167.0, 'epoch': 0.76}
+{'train/ce_loss': 1.9349336624145508, 'train/diffusion_loss': 0.5869168043136597, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 134.0, 'epoch': 0.76}
+{'train/ce_loss': 1.7421410083770752, 'train/diffusion_loss': 0.5861195921897888, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.76}
+{'train/ce_loss': 1.4471977949142456, 'train/diffusion_loss': 0.517612874507904, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.76}
+{'train/ce_loss': 1.4626390933990479, 'train/diffusion_loss': 0.48578742146492004, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 181.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 181.0, 'epoch': 0.76}
+{'train/ce_loss': 1.934279203414917, 'train/diffusion_loss': 0.651915967464447, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 173.0, 'epoch': 0.76}
+{'train/ce_loss': 1.643472671508789, 'train/diffusion_loss': 0.5598236322402954, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.76}
+{'train/ce_loss': 1.0906102657318115, 'train/diffusion_loss': 0.5301944017410278, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 171.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 171.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.76}
+{'train/ce_loss': 1.198158860206604, 'train/diffusion_loss': 0.5407520532608032, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.76}
+{'train/ce_loss': 1.6556495428085327, 'train/diffusion_loss': 0.5303779244422913, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.76}
+{'train/ce_loss': 1.6464128494262695, 'train/diffusion_loss': 0.5804303884506226, 'epoch': 0.76}
+{'train/learning_rate_real': 4.880773458501089e-05, 'epoch': 0.76}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 141.0, 'epoch': 0.77}
+{'train/ce_loss': 1.6864831447601318, 'train/diffusion_loss': 0.5403943061828613, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 136.0, 'epoch': 0.77}
+{'train/ce_loss': 1.7221810817718506, 'train/diffusion_loss': 0.5398348569869995, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.77}
+{'train/ce_loss': 1.1784528493881226, 'train/diffusion_loss': 0.4892677664756775, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 82.0, 'epoch': 0.77}
+{'train/ce_loss': 1.4368116855621338, 'train/diffusion_loss': 0.541744589805603, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 105.0, 'epoch': 0.77}
+{'train/ce_loss': 1.446260929107666, 'train/diffusion_loss': 0.5147332549095154, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 151.0, 'epoch': 0.77}
+{'train/ce_loss': 1.8201816082000732, 'train/diffusion_loss': 0.5628072023391724, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 129.0, 'epoch': 0.77}
+{'train/ce_loss': 1.5876158475875854, 'train/diffusion_loss': 0.554103672504425, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.77}
+{'train/ce_loss': 1.670350193977356, 'train/diffusion_loss': 0.5889853835105896, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 181.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 181.0, 'debug/num_lat_loss': 107.0, 'epoch': 0.77}
+{'train/ce_loss': 1.6337658166885376, 'train/diffusion_loss': 0.5701518654823303, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 104.0, 'epoch': 0.77}
+{'train/ce_loss': 1.4883904457092285, 'train/diffusion_loss': 0.48534226417541504, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 138.0, 'epoch': 0.77}
+{'train/ce_loss': 1.9322670698165894, 'train/diffusion_loss': 0.5602609515190125, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.77}
+{'train/ce_loss': 1.3709006309509277, 'train/diffusion_loss': 0.5219959020614624, 'epoch': 0.77}
+{'train/learning_rate_real': 4.874469544046707e-05, 'epoch': 0.77}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.79}
+{'train/ce_loss': 1.918558120727539, 'train/diffusion_loss': 0.5468054413795471, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.79}
+{'train/ce_loss': 1.414386510848999, 'train/diffusion_loss': 0.4885540306568146, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 166.0, 'epoch': 0.79}
+{'train/ce_loss': 1.5580556392669678, 'train/diffusion_loss': 0.5365837812423706, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 198.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 198.0, 'epoch': 0.79}
+{'train/ce_loss': 1.4680469036102295, 'train/diffusion_loss': 0.5905243158340454, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 123.0, 'epoch': 0.79}
+{'train/ce_loss': 1.6373196840286255, 'train/diffusion_loss': 0.528663158416748, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 136.0, 'epoch': 0.79}
+{'train/ce_loss': 1.3907959461212158, 'train/diffusion_loss': 0.4711973965167999, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 227.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 227.0, 'debug/num_lat_loss': 83.0, 'epoch': 0.79}
+{'train/ce_loss': 1.009985327720642, 'train/diffusion_loss': 0.5388014912605286, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 168.0, 'epoch': 0.79}
+{'train/ce_loss': 1.4785523414611816, 'train/diffusion_loss': 0.5680249929428101, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 157.0, 'epoch': 0.79}
+{'train/ce_loss': 1.5253243446350098, 'train/diffusion_loss': 0.5427277684211731, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 166.0, 'epoch': 0.79}
+{'train/ce_loss': 1.9197663068771362, 'train/diffusion_loss': 0.5577375888824463, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 140.0, 'epoch': 0.79}
+{'train/ce_loss': 1.3964953422546387, 'train/diffusion_loss': 0.576349675655365, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 163.0, 'epoch': 0.79}
+{'train/ce_loss': 1.952508568763733, 'train/diffusion_loss': 0.5476698279380798, 'epoch': 0.79}
+{'train/learning_rate_real': 4.868007525729775e-05, 'epoch': 0.79}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.8}
+{'train/ce_loss': 1.041405439376831, 'train/diffusion_loss': 0.4415372610092163, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 122.0, 'epoch': 0.8}
+{'train/ce_loss': 1.324034333229065, 'train/diffusion_loss': 0.5149558186531067, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.8}
+{'train/ce_loss': 1.600847601890564, 'train/diffusion_loss': 0.5367511510848999, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 103.0, 'epoch': 0.8}
+{'train/ce_loss': 1.6269980669021606, 'train/diffusion_loss': 0.553071916103363, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 101.0, 'epoch': 0.8}
+{'train/ce_loss': 1.342056393623352, 'train/diffusion_loss': 0.49645110964775085, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 136.0, 'epoch': 0.8}
+{'train/ce_loss': 1.4565311670303345, 'train/diffusion_loss': 0.543046236038208, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.8}
+{'train/ce_loss': 1.4977158308029175, 'train/diffusion_loss': 0.5001118183135986, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.8}
+{'train/ce_loss': 1.5529705286026, 'train/diffusion_loss': 0.5449930429458618, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 372.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 372.0, 'debug/num_lat_loss': 186.0, 'epoch': 0.8}
+{'train/ce_loss': 2.121096134185791, 'train/diffusion_loss': 0.6662220358848572, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.8}
+{'train/ce_loss': 1.5879560708999634, 'train/diffusion_loss': 0.5460458397865295, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 180.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 180.0, 'debug/num_lat_loss': 106.0, 'epoch': 0.8}
+{'train/ce_loss': 1.3034183979034424, 'train/diffusion_loss': 0.5146284699440002, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 59.0, 'epoch': 0.8}
+{'train/ce_loss': 0.8786400556564331, 'train/diffusion_loss': 0.5327505469322205, 'epoch': 0.8}
+{'train/learning_rate_real': 4.86138783382326e-05, 'epoch': 0.8}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 186.0, 'epoch': 0.81}
+{'train/ce_loss': 1.8405025005340576, 'train/diffusion_loss': 0.5165810585021973, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 167.0, 'epoch': 0.81}
+{'train/ce_loss': 1.6466264724731445, 'train/diffusion_loss': 0.499826043844223, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 203.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 203.0, 'epoch': 0.81}
+{'train/ce_loss': 1.6484185457229614, 'train/diffusion_loss': 0.5631580948829651, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 131.0, 'epoch': 0.81}
+{'train/ce_loss': 1.5794754028320312, 'train/diffusion_loss': 0.5516821146011353, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 108.0, 'epoch': 0.81}
+{'train/ce_loss': 1.3362512588500977, 'train/diffusion_loss': 0.5425465106964111, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 122.0, 'epoch': 0.81}
+{'train/ce_loss': 1.5587618350982666, 'train/diffusion_loss': 0.45829781889915466, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 171.0, 'epoch': 0.81}
+{'train/ce_loss': 1.7493356466293335, 'train/diffusion_loss': 0.49601513147354126, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 124.0, 'epoch': 0.81}
+{'train/ce_loss': 1.5773026943206787, 'train/diffusion_loss': 0.48138412833213806, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 80.0, 'epoch': 0.81}
+{'train/ce_loss': 1.0357205867767334, 'train/diffusion_loss': 0.5088030695915222, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 107.0, 'epoch': 0.81}
+{'train/ce_loss': 1.3863123655319214, 'train/diffusion_loss': 0.5781229734420776, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 83.0, 'epoch': 0.81}
+{'train/ce_loss': 1.0315561294555664, 'train/diffusion_loss': 0.5041322708129883, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 170.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 170.0, 'debug/num_lat_loss': 96.0, 'epoch': 0.81}
+{'train/ce_loss': 1.2140278816223145, 'train/diffusion_loss': 0.5411285758018494, 'epoch': 0.81}
+{'train/learning_rate_real': 4.854610909098812e-05, 'epoch': 0.81}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 211.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 211.0, 'epoch': 0.82}
+{'train/ce_loss': 2.0222485065460205, 'train/diffusion_loss': 0.511223554611206, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 218.0, 'epoch': 0.82}
+{'train/ce_loss': 1.8789968490600586, 'train/diffusion_loss': 0.587286114692688, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 104.0, 'epoch': 0.82}
+{'train/ce_loss': 1.5581570863723755, 'train/diffusion_loss': 0.5087112784385681, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 171.0, 'epoch': 0.82}
+{'train/ce_loss': 1.8352940082550049, 'train/diffusion_loss': 0.536064624786377, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 77.0, 'epoch': 0.82}
+{'train/ce_loss': 1.2296463251113892, 'train/diffusion_loss': 0.46043622493743896, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 153.0, 'epoch': 0.82}
+{'train/ce_loss': 1.3903366327285767, 'train/diffusion_loss': 0.4785311818122864, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 88.0, 'epoch': 0.82}
+{'train/ce_loss': 1.238022804260254, 'train/diffusion_loss': 0.4971656799316406, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 129.0, 'epoch': 0.82}
+{'train/ce_loss': 1.5923514366149902, 'train/diffusion_loss': 0.542376697063446, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.82}
+{'train/ce_loss': 1.3895565271377563, 'train/diffusion_loss': 0.5791605710983276, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 146.0, 'epoch': 0.82}
+{'train/ce_loss': 1.4378688335418701, 'train/diffusion_loss': 0.5831711888313293, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.82}
+{'train/ce_loss': 1.5725188255310059, 'train/diffusion_loss': 0.5849869847297668, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 171.0, 'epoch': 0.82}
+{'train/ce_loss': 1.4922418594360352, 'train/diffusion_loss': 0.5638609528541565, 'epoch': 0.82}
+{'train/learning_rate_real': 4.847677202797415e-05, 'epoch': 0.82}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 140.0, 'epoch': 0.83}
+{'train/ce_loss': 1.4547169208526611, 'train/diffusion_loss': 0.4984167814254761, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.83}
+{'train/ce_loss': 1.2259505987167358, 'train/diffusion_loss': 0.5227805376052856, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 138.0, 'epoch': 0.83}
+{'train/ce_loss': 1.8678224086761475, 'train/diffusion_loss': 0.5630348324775696, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 79.0, 'epoch': 0.83}
+{'train/ce_loss': 0.9904959797859192, 'train/diffusion_loss': 0.46165043115615845, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.83}
+{'train/ce_loss': 1.598563551902771, 'train/diffusion_loss': 0.5223424434661865, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 181.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 181.0, 'epoch': 0.83}
+{'train/ce_loss': 1.4282190799713135, 'train/diffusion_loss': 0.5424082279205322, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 47.0, 'epoch': 0.83}
+{'train/ce_loss': 0.6440513134002686, 'train/diffusion_loss': 0.41353270411491394, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'debug/num_tok_total': 396.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 396.0, 'debug/num_lat_loss': 199.0, 'epoch': 0.83}
+{'train/ce_loss': 1.8433716297149658, 'train/diffusion_loss': 0.5467098355293274, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 103.0, 'epoch': 0.83}
+{'train/ce_loss': 1.1294461488723755, 'train/diffusion_loss': 0.5255944132804871, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 167.0, 'epoch': 0.83}
+{'train/ce_loss': 1.4751524925231934, 'train/diffusion_loss': 0.4782426357269287, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 164.0, 'epoch': 0.83}
+{'train/ce_loss': 1.1075129508972168, 'train/diffusion_loss': 0.5537561178207397, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 104.0, 'epoch': 0.83}
+{'train/ce_loss': 1.1757612228393555, 'train/diffusion_loss': 0.45639410614967346, 'epoch': 0.83}
+{'train/learning_rate_real': 4.8405871765993433e-05, 'epoch': 0.83}
+{'loss': 21.9254, 'grad_norm': 18.92667007446289, 'learning_rate': 4.8405871765993433e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 150.0, 'epoch': 0.85}
+{'train/ce_loss': 2.0315322875976562, 'train/diffusion_loss': 0.5346670150756836, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 114.0, 'epoch': 0.85}
+{'train/ce_loss': 1.7158414125442505, 'train/diffusion_loss': 0.5359383225440979, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 219.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 219.0, 'epoch': 0.85}
+{'train/ce_loss': 1.6654413938522339, 'train/diffusion_loss': 0.4974798262119293, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 136.0, 'epoch': 0.85}
+{'train/ce_loss': 1.6342191696166992, 'train/diffusion_loss': 0.5328766107559204, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 52.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 52.0, 'epoch': 0.85}
+{'train/ce_loss': 0.9875953197479248, 'train/diffusion_loss': 0.4514768123626709, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 131.0, 'epoch': 0.85}
+{'train/ce_loss': 1.3659982681274414, 'train/diffusion_loss': 0.5014824867248535, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 153.0, 'epoch': 0.85}
+{'train/ce_loss': 1.291573166847229, 'train/diffusion_loss': 0.5576106905937195, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 376.0, 'debug/num_tok_loss': 221.0, 'debug/num_lat_total': 376.0, 'debug/num_lat_loss': 221.0, 'epoch': 0.85}
+{'train/ce_loss': 1.8999963998794556, 'train/diffusion_loss': 0.5654853582382202, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 129.0, 'epoch': 0.85}
+{'train/ce_loss': 1.2988537549972534, 'train/diffusion_loss': 0.5045838952064514, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 395.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 395.0, 'debug/num_lat_loss': 214.0, 'epoch': 0.85}
+{'train/ce_loss': 1.8971341848373413, 'train/diffusion_loss': 0.5740243792533875, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 136.0, 'epoch': 0.85}
+{'train/ce_loss': 1.6618473529815674, 'train/diffusion_loss': 0.5540841221809387, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 94.0, 'epoch': 0.85}
+{'train/ce_loss': 1.6162856817245483, 'train/diffusion_loss': 0.5291898250579834, 'epoch': 0.85}
+{'train/learning_rate_real': 4.833341302593417e-05, 'epoch': 0.85}
+{'debug/num_tok_total': 369.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 369.0, 'debug/num_lat_loss': 214.0, 'epoch': 0.86}
+{'train/ce_loss': 2.173353433609009, 'train/diffusion_loss': 0.5490354299545288, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.86}
+{'train/ce_loss': 1.7182809114456177, 'train/diffusion_loss': 0.49645817279815674, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 123.0, 'epoch': 0.86}
+{'train/ce_loss': 1.4835420846939087, 'train/diffusion_loss': 0.49755993485450745, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.86}
+{'train/ce_loss': 1.6301147937774658, 'train/diffusion_loss': 0.5198244452476501, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 130.0, 'epoch': 0.86}
+{'train/ce_loss': 1.6098401546478271, 'train/diffusion_loss': 0.529997706413269, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.86}
+{'train/ce_loss': 1.6344743967056274, 'train/diffusion_loss': 0.5818561911582947, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 99.0, 'epoch': 0.86}
+{'train/ce_loss': 1.2780234813690186, 'train/diffusion_loss': 0.5024876594543457, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 124.0, 'epoch': 0.86}
+{'train/ce_loss': 1.3284450769424438, 'train/diffusion_loss': 0.5230327844619751, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.86}
+{'train/ce_loss': 1.4698961973190308, 'train/diffusion_loss': 0.46080660820007324, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 138.0, 'epoch': 0.86}
+{'train/ce_loss': 1.511343240737915, 'train/diffusion_loss': 0.5210186839103699, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 177.0, 'epoch': 0.86}
+{'train/ce_loss': 1.7753413915634155, 'train/diffusion_loss': 0.534769594669342, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 138.0, 'epoch': 0.86}
+{'train/ce_loss': 1.3071261644363403, 'train/diffusion_loss': 0.4583006501197815, 'epoch': 0.86}
+{'train/learning_rate_real': 4.825940063245572e-05, 'epoch': 0.86}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 200.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 200.0, 'epoch': 0.87}
+{'train/ce_loss': 1.745290756225586, 'train/diffusion_loss': 0.4955753684043884, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 169.0, 'epoch': 0.87}
+{'train/ce_loss': 2.2676918506622314, 'train/diffusion_loss': 0.6044869422912598, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 114.0, 'epoch': 0.87}
+{'train/ce_loss': 1.7662650346755981, 'train/diffusion_loss': 0.5245275497436523, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 177.0, 'epoch': 0.87}
+{'train/ce_loss': 1.4945629835128784, 'train/diffusion_loss': 0.5637869238853455, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 178.0, 'epoch': 0.87}
+{'train/ce_loss': 1.9566727876663208, 'train/diffusion_loss': 0.5809062123298645, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 144.0, 'epoch': 0.87}
+{'train/ce_loss': 1.9239915609359741, 'train/diffusion_loss': 0.5575196146965027, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 107.0, 'epoch': 0.87}
+{'train/ce_loss': 1.451948642730713, 'train/diffusion_loss': 0.5147767066955566, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 194.0, 'epoch': 0.87}
+{'train/ce_loss': 1.5961065292358398, 'train/diffusion_loss': 0.5757327079772949, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 367.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 367.0, 'debug/num_lat_loss': 186.0, 'epoch': 0.87}
+{'train/ce_loss': 1.9205150604248047, 'train/diffusion_loss': 0.5662267804145813, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 376.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 376.0, 'debug/num_lat_loss': 180.0, 'epoch': 0.87}
+{'train/ce_loss': 1.655320644378662, 'train/diffusion_loss': 0.49722567200660706, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 190.0, 'epoch': 0.87}
+{'train/ce_loss': 1.8829474449157715, 'train/diffusion_loss': 0.5457789897918701, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 130.0, 'epoch': 0.87}
+{'train/ce_loss': 1.5232404470443726, 'train/diffusion_loss': 0.518482506275177, 'epoch': 0.87}
+{'train/learning_rate_real': 4.818383951366729e-05, 'epoch': 0.87}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.88}
+{'train/ce_loss': 1.5892276763916016, 'train/diffusion_loss': 0.5428735613822937, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 121.0, 'epoch': 0.88}
+{'train/ce_loss': 1.5913102626800537, 'train/diffusion_loss': 0.5649746656417847, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.88}
+{'train/ce_loss': 1.180794596672058, 'train/diffusion_loss': 0.474827378988266, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.88}
+{'train/ce_loss': 1.0932284593582153, 'train/diffusion_loss': 0.5093151926994324, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.88}
+{'train/ce_loss': 1.278886318206787, 'train/diffusion_loss': 0.4732772409915924, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.88}
+{'train/ce_loss': 1.68351411819458, 'train/diffusion_loss': 0.48293495178222656, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 185.0, 'epoch': 0.88}
+{'train/ce_loss': 1.837795376777649, 'train/diffusion_loss': 0.5723070502281189, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 159.0, 'epoch': 0.88}
+{'train/ce_loss': 1.1004714965820312, 'train/diffusion_loss': 0.49194949865341187, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.88}
+{'train/ce_loss': 1.1527286767959595, 'train/diffusion_loss': 0.47779136896133423, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.88}
+{'train/ce_loss': 1.3225922584533691, 'train/diffusion_loss': 0.5047407746315002, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 143.0, 'epoch': 0.88}
+{'train/ce_loss': 1.629544973373413, 'train/diffusion_loss': 0.636268138885498, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 138.0, 'epoch': 0.88}
+{'train/ce_loss': 1.3858426809310913, 'train/diffusion_loss': 0.5066034197807312, 'epoch': 0.88}
+{'train/learning_rate_real': 4.81067347007999e-05, 'epoch': 0.88}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 233.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 233.0, 'epoch': 0.9}
+{'train/ce_loss': 1.77415132522583, 'train/diffusion_loss': 0.5232221484184265, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 149.0, 'epoch': 0.9}
+{'train/ce_loss': 1.691660761833191, 'train/diffusion_loss': 0.5852490067481995, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 51.0, 'epoch': 0.9}
+{'train/ce_loss': 0.8609191179275513, 'train/diffusion_loss': 0.47425782680511475, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 145.0, 'epoch': 0.9}
+{'train/ce_loss': 1.4003360271453857, 'train/diffusion_loss': 0.5635787844657898, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 366.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 366.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.9}
+{'train/ce_loss': 1.5444377660751343, 'train/diffusion_loss': 0.514651358127594, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 135.0, 'epoch': 0.9}
+{'train/ce_loss': 1.7624175548553467, 'train/diffusion_loss': 0.6329922676086426, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 360.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 360.0, 'debug/num_lat_loss': 161.0, 'epoch': 0.9}
+{'train/ce_loss': 1.574380874633789, 'train/diffusion_loss': 0.5601447820663452, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.9}
+{'train/ce_loss': 1.5499107837677002, 'train/diffusion_loss': 0.5784157514572144, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 187.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 187.0, 'epoch': 0.9}
+{'train/ce_loss': 1.6852062940597534, 'train/diffusion_loss': 0.5762866735458374, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 131.0, 'epoch': 0.9}
+{'train/ce_loss': 1.446070909500122, 'train/diffusion_loss': 0.4975164234638214, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 370.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 370.0, 'debug/num_lat_loss': 176.0, 'epoch': 0.9}
+{'train/ce_loss': 1.8676683902740479, 'train/diffusion_loss': 0.5338131189346313, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 105.0, 'epoch': 0.9}
+{'train/ce_loss': 1.1463110446929932, 'train/diffusion_loss': 0.5127038359642029, 'epoch': 0.9}
+{'train/learning_rate_real': 4.802809132787125e-05, 'epoch': 0.9}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.91}
+{'train/ce_loss': 1.1586607694625854, 'train/diffusion_loss': 0.48681461811065674, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.91}
+{'train/ce_loss': 1.5749404430389404, 'train/diffusion_loss': 0.5393518209457397, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 176.0, 'epoch': 0.91}
+{'train/ce_loss': 1.9294276237487793, 'train/diffusion_loss': 0.5115532279014587, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 157.0, 'epoch': 0.91}
+{'train/ce_loss': 1.496016502380371, 'train/diffusion_loss': 0.5636526346206665, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 165.0, 'epoch': 0.91}
+{'train/ce_loss': 1.5735595226287842, 'train/diffusion_loss': 0.5213931798934937, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 94.0, 'epoch': 0.91}
+{'train/ce_loss': 1.1975165605545044, 'train/diffusion_loss': 0.5128669738769531, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 0.91}
+{'train/ce_loss': 1.1121528148651123, 'train/diffusion_loss': 0.5533705353736877, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 144.0, 'epoch': 0.91}
+{'train/ce_loss': 1.6347757577896118, 'train/diffusion_loss': 0.5556036829948425, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 168.0, 'epoch': 0.91}
+{'train/ce_loss': 1.3737725019454956, 'train/diffusion_loss': 0.5449516773223877, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 208.0, 'epoch': 0.91}
+{'train/ce_loss': 1.6597423553466797, 'train/diffusion_loss': 0.47628253698349, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 213.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 213.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.91}
+{'train/ce_loss': 1.40324866771698, 'train/diffusion_loss': 0.571281909942627, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 143.0, 'epoch': 0.91}
+{'train/ce_loss': 1.4879807233810425, 'train/diffusion_loss': 0.4614233076572418, 'epoch': 0.91}
+{'train/learning_rate_real': 4.794791463134399e-05, 'epoch': 0.91}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 169.0, 'epoch': 0.92}
+{'train/ce_loss': 1.085963487625122, 'train/diffusion_loss': 0.5125476717948914, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.92}
+{'train/ce_loss': 1.1540911197662354, 'train/diffusion_loss': 0.4868369996547699, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 83.0, 'epoch': 0.92}
+{'train/ce_loss': 1.0661804676055908, 'train/diffusion_loss': 0.4774639308452606, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 94.0, 'epoch': 0.92}
+{'train/ce_loss': 1.1792566776275635, 'train/diffusion_loss': 0.46421220898628235, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.92}
+{'train/ce_loss': 1.492120623588562, 'train/diffusion_loss': 0.5408106446266174, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 132.0, 'epoch': 0.92}
+{'train/ce_loss': 1.381651520729065, 'train/diffusion_loss': 0.5360231399536133, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 121.0, 'epoch': 0.92}
+{'train/ce_loss': 1.3229948282241821, 'train/diffusion_loss': 0.5097266435623169, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.92}
+{'train/ce_loss': 1.3855634927749634, 'train/diffusion_loss': 0.4668542742729187, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 98.0, 'epoch': 0.92}
+{'train/ce_loss': 1.376714825630188, 'train/diffusion_loss': 0.5230985283851624, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 110.0, 'epoch': 0.92}
+{'train/ce_loss': 1.1336565017700195, 'train/diffusion_loss': 0.6025781631469727, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 144.0, 'epoch': 0.92}
+{'train/ce_loss': 1.4873504638671875, 'train/diffusion_loss': 0.5135525465011597, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 125.0, 'epoch': 0.92}
+{'train/ce_loss': 1.702512502670288, 'train/diffusion_loss': 0.4858746826648712, 'epoch': 0.92}
+{'train/learning_rate_real': 4.786620994977695e-05, 'epoch': 0.92}
+{'debug/num_tok_total': 403.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 403.0, 'debug/num_lat_loss': 206.0, 'epoch': 0.93}
+{'train/ce_loss': 1.9271597862243652, 'train/diffusion_loss': 0.5312293171882629, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 185.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 185.0, 'debug/num_lat_loss': 56.0, 'epoch': 0.93}
+{'train/ce_loss': 0.8852656483650208, 'train/diffusion_loss': 0.4639613628387451, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 185.0, 'epoch': 0.93}
+{'train/ce_loss': 1.9777122735977173, 'train/diffusion_loss': 0.5481635332107544, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 175.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 175.0, 'epoch': 0.93}
+{'train/ce_loss': 1.880782127380371, 'train/diffusion_loss': 0.5679343938827515, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 148.0, 'epoch': 0.93}
+{'train/ce_loss': 1.8102387189865112, 'train/diffusion_loss': 0.5585530400276184, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 127.0, 'epoch': 0.93}
+{'train/ce_loss': 1.5024933815002441, 'train/diffusion_loss': 0.5835935473442078, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.93}
+{'train/ce_loss': 1.485199213027954, 'train/diffusion_loss': 0.5156592726707458, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 78.0, 'epoch': 0.93}
+{'train/ce_loss': 0.7398017644882202, 'train/diffusion_loss': 0.567991316318512, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 130.0, 'epoch': 0.93}
+{'train/ce_loss': 1.3592013120651245, 'train/diffusion_loss': 0.5080833435058594, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 113.0, 'epoch': 0.93}
+{'train/ce_loss': 1.4217228889465332, 'train/diffusion_loss': 0.5199586153030396, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 236.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 236.0, 'epoch': 0.93}
+{'train/ce_loss': 2.0020384788513184, 'train/diffusion_loss': 0.5128228068351746, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.93}
+{'train/ce_loss': 1.0982798337936401, 'train/diffusion_loss': 0.4823872148990631, 'epoch': 0.93}
+{'train/learning_rate_real': 4.778298272346976e-05, 'epoch': 0.93}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 145.0, 'epoch': 0.94}
+{'train/ce_loss': 1.5488113164901733, 'train/diffusion_loss': 0.48198989033699036, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 88.0, 'epoch': 0.94}
+{'train/ce_loss': 1.0363489389419556, 'train/diffusion_loss': 0.5192056894302368, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.94}
+{'train/ce_loss': 1.752813696861267, 'train/diffusion_loss': 0.5243103504180908, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 173.0, 'epoch': 0.94}
+{'train/ce_loss': 1.9627093076705933, 'train/diffusion_loss': 0.5120344161987305, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 188.0, 'epoch': 0.94}
+{'train/ce_loss': 1.5169564485549927, 'train/diffusion_loss': 0.4754646122455597, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 136.0, 'epoch': 0.94}
+{'train/ce_loss': 1.309350848197937, 'train/diffusion_loss': 0.6507924795150757, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 86.0, 'epoch': 0.94}
+{'train/ce_loss': 1.2267261743545532, 'train/diffusion_loss': 0.5355270504951477, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.94}
+{'train/ce_loss': 1.817686915397644, 'train/diffusion_loss': 0.5259513854980469, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 84.0, 'epoch': 0.94}
+{'train/ce_loss': 1.02403724193573, 'train/diffusion_loss': 0.4951596260070801, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 135.0, 'epoch': 0.94}
+{'train/ce_loss': 1.5785022974014282, 'train/diffusion_loss': 0.5494474768638611, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 105.0, 'epoch': 0.94}
+{'train/ce_loss': 1.2824597358703613, 'train/diffusion_loss': 0.515421450138092, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 140.0, 'epoch': 0.94}
+{'train/ce_loss': 1.6471229791641235, 'train/diffusion_loss': 0.4777858257293701, 'epoch': 0.94}
+{'train/learning_rate_real': 4.7698238494100536e-05, 'epoch': 0.94}
+{'debug/num_tok_total': 208.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 208.0, 'debug/num_lat_loss': 93.0, 'epoch': 0.96}
+{'train/ce_loss': 1.3025801181793213, 'train/diffusion_loss': 0.4929339587688446, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.96}
+{'train/ce_loss': 1.5198546648025513, 'train/diffusion_loss': 0.4951966106891632, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 147.0, 'epoch': 0.96}
+{'train/ce_loss': 1.5940577983856201, 'train/diffusion_loss': 0.5575482249259949, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 156.0, 'epoch': 0.96}
+{'train/ce_loss': 1.573048710823059, 'train/diffusion_loss': 0.5429182052612305, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 130.0, 'epoch': 0.96}
+{'train/ce_loss': 1.0585730075836182, 'train/diffusion_loss': 0.5604705810546875, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 162.0, 'epoch': 0.96}
+{'train/ce_loss': 1.9284292459487915, 'train/diffusion_loss': 0.5563486218452454, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.96}
+{'train/ce_loss': 1.6487576961517334, 'train/diffusion_loss': 0.5591870546340942, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'debug/num_tok_total': 378.0, 'debug/num_tok_loss': 198.0, 'debug/num_lat_total': 378.0, 'debug/num_lat_loss': 198.0, 'epoch': 0.96}
+{'train/ce_loss': 1.798632264137268, 'train/diffusion_loss': 0.5669209361076355, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 174.0, 'epoch': 0.96}
+{'train/ce_loss': 1.7538952827453613, 'train/diffusion_loss': 0.5266342759132385, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'debug/num_tok_total': 425.0, 'debug/num_tok_loss': 231.0, 'debug/num_lat_total': 425.0, 'debug/num_lat_loss': 231.0, 'epoch': 0.96}
+{'train/ce_loss': 1.8617407083511353, 'train/diffusion_loss': 0.5289421677589417, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 138.0, 'epoch': 0.96}
+{'train/ce_loss': 1.462026596069336, 'train/diffusion_loss': 0.5547139644622803, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 91.0, 'epoch': 0.96}
+{'train/ce_loss': 0.9973288774490356, 'train/diffusion_loss': 0.5127831697463989, 'epoch': 0.96}
+{'train/learning_rate_real': 4.7611982904356954e-05, 'epoch': 0.96}
+{'loss': 22.0447, 'grad_norm': 19.665199279785156, 'learning_rate': 4.7611982904356954e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 128.0, 'epoch': 0.97}
+{'train/ce_loss': 1.320358395576477, 'train/diffusion_loss': 0.4872244596481323, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 102.0, 'epoch': 0.97}
+{'train/ce_loss': 1.3931822776794434, 'train/diffusion_loss': 0.5688906908035278, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 179.0, 'epoch': 0.97}
+{'train/ce_loss': 1.5772181749343872, 'train/diffusion_loss': 0.5290341973304749, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.97}
+{'train/ce_loss': 1.362760305404663, 'train/diffusion_loss': 0.538104772567749, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 107.0, 'epoch': 0.97}
+{'train/ce_loss': 1.1791050434112549, 'train/diffusion_loss': 0.5603547692298889, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 161.0, 'epoch': 0.97}
+{'train/ce_loss': 1.8677927255630493, 'train/diffusion_loss': 0.5182486772537231, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 182.0, 'epoch': 0.97}
+{'train/ce_loss': 1.6702687740325928, 'train/diffusion_loss': 0.5137757062911987, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 185.0, 'epoch': 0.97}
+{'train/ce_loss': 1.837505578994751, 'train/diffusion_loss': 0.5080706477165222, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 153.0, 'epoch': 0.97}
+{'train/ce_loss': 1.6935031414031982, 'train/diffusion_loss': 0.47842586040496826, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 133.0, 'epoch': 0.97}
+{'train/ce_loss': 1.3784880638122559, 'train/diffusion_loss': 0.5203537940979004, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 145.0, 'epoch': 0.97}
+{'train/ce_loss': 1.7490981817245483, 'train/diffusion_loss': 0.5255493521690369, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 145.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 145.0, 'debug/num_lat_loss': 71.0, 'epoch': 0.97}
+{'train/ce_loss': 1.3531813621520996, 'train/diffusion_loss': 0.5150876641273499, 'epoch': 0.97}
+{'train/learning_rate_real': 4.752422169756048e-05, 'epoch': 0.97}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 68.0, 'epoch': 0.98}
+{'train/ce_loss': 1.0691444873809814, 'train/diffusion_loss': 0.48622754216194153, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 151.0, 'epoch': 0.98}
+{'train/ce_loss': 1.4420047998428345, 'train/diffusion_loss': 0.5766739845275879, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 148.0, 'epoch': 0.98}
+{'train/ce_loss': 1.6800459623336792, 'train/diffusion_loss': 0.5226359367370605, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 390.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 390.0, 'debug/num_lat_loss': 204.0, 'epoch': 0.98}
+{'train/ce_loss': 1.9145663976669312, 'train/diffusion_loss': 0.6249521970748901, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 112.0, 'epoch': 0.98}
+{'train/ce_loss': 1.3643765449523926, 'train/diffusion_loss': 0.5254911780357361, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 90.0, 'epoch': 0.98}
+{'train/ce_loss': 1.2797900438308716, 'train/diffusion_loss': 0.5011081695556641, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 119.0, 'epoch': 0.98}
+{'train/ce_loss': 1.3219822645187378, 'train/diffusion_loss': 0.599773645401001, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 202.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 202.0, 'epoch': 0.98}
+{'train/ce_loss': 1.9698083400726318, 'train/diffusion_loss': 0.49278372526168823, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 97.0, 'epoch': 0.98}
+{'train/ce_loss': 1.4208605289459229, 'train/diffusion_loss': 0.4725566506385803, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 409.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 409.0, 'debug/num_lat_loss': 210.0, 'epoch': 0.98}
+{'train/ce_loss': 1.604824185371399, 'train/diffusion_loss': 0.5342664122581482, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 151.0, 'epoch': 0.98}
+{'train/ce_loss': 1.5599820613861084, 'train/diffusion_loss': 0.5463627576828003, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 203.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 203.0, 'debug/num_lat_loss': 81.0, 'epoch': 0.98}
+{'train/ce_loss': 1.1378865242004395, 'train/diffusion_loss': 0.46633481979370117, 'epoch': 0.98}
+{'train/learning_rate_real': 4.743496071728396e-05, 'epoch': 0.98}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 92.0, 'epoch': 0.99}
+{'train/ce_loss': 1.3122670650482178, 'train/diffusion_loss': 0.5545838475227356, 'epoch': 0.99}
+{'train/learning_rate_real': 4.7344205906962555e-05, 'epoch': 0.99}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 126.0, 'epoch': 0.99}
+{'train/ce_loss': 1.3469737768173218, 'train/diffusion_loss': 0.5163094401359558, 'epoch': 0.99}
+{'train/learning_rate_real': 4.7344205906962555e-05, 'epoch': 0.99}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 148.0, 'epoch': 0.99}
+{'train/ce_loss': 1.5728397369384766, 'train/diffusion_loss': 0.5842814445495605, 'epoch': 0.99}
+{'train/learning_rate_real': 4.7344205906962555e-05, 'epoch': 0.99}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 75.0, 'epoch': 0.99}
+{'train/ce_loss': 1.3525817394256592, 'train/diffusion_loss': 0.5359070897102356, 'epoch': 0.99}
+{'train/learning_rate_real': 4.7344205906962555e-05, 'epoch': 0.99}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 165.0, 'epoch': 0.99}
+{'train/ce_loss': 1.8435925245285034, 'train/diffusion_loss': 0.5276922583580017, 'epoch': 0.99}
+{'train/learning_rate_real': 4.7344205906962555e-05, 'epoch': 0.99}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 73.0, 'epoch': 0.99}
+{'train/ce_loss': 1.246735692024231, 'train/diffusion_loss': 0.4735977053642273, 'epoch': 0.99}
+{'train/learning_rate_real': 4.7344205906962555e-05, 'epoch': 0.99}
+{'debug/num_tok_total': 330.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 330.0, 'debug/num_lat_loss': 169.0, 'epoch': 0.99}
+{'train/ce_loss': 1.4444688558578491, 'train/diffusion_loss': 0.5161832571029663, 'epoch': 0.99}
+{'train/learning_rate_real': 4.7344205906962555e-05, 'epoch': 0.99}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 137.0, 'epoch': 0.99}
+{'train/ce_loss': 1.5525550842285156, 'train/diffusion_loss': 0.5067034959793091, 'epoch': 0.99}
+{'train/learning_rate_real': 4.7344205906962555e-05, 'epoch': 0.99}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 114.0, 'epoch': 1.0}
+{'train/ce_loss': 1.2296733856201172, 'train/diffusion_loss': 0.5215474367141724, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 77.0, 'epoch': 1.0}
+{'train/ce_loss': 0.9902817010879517, 'train/diffusion_loss': 0.4367140233516693, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 390.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 390.0, 'debug/num_lat_loss': 204.0, 'epoch': 1.0}
+{'train/ce_loss': 1.8397533893585205, 'train/diffusion_loss': 0.5128751993179321, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 180.0, 'epoch': 1.0}
+{'train/ce_loss': 1.6985218524932861, 'train/diffusion_loss': 0.5405845046043396, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 82.0, 'epoch': 1.0}
+{'train/ce_loss': 1.2310295104980469, 'train/diffusion_loss': 0.5264806151390076, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.0}
+{'train/ce_loss': 1.3848315477371216, 'train/diffusion_loss': 0.5290747284889221, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 141.0, 'epoch': 1.0}
+{'train/ce_loss': 1.7019357681274414, 'train/diffusion_loss': 0.49757999181747437, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.0}
+{'train/ce_loss': 1.4642118215560913, 'train/diffusion_loss': 0.5482897758483887, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 152.0, 'epoch': 1.0}
+{'train/ce_loss': 1.4351894855499268, 'train/diffusion_loss': 0.5019649863243103, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.0}
+{'train/ce_loss': 1.5797532796859741, 'train/diffusion_loss': 0.5651229619979858, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 178.0, 'epoch': 1.0}
+{'train/ce_loss': 1.73291015625, 'train/diffusion_loss': 0.465643048286438, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 179.0, 'epoch': 1.0}
+{'train/ce_loss': 1.5940321683883667, 'train/diffusion_loss': 0.5384246110916138, 'epoch': 1.0}
+{'train/learning_rate_real': 4.725196330949797e-05, 'epoch': 1.0}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.01}
+{'train/ce_loss': 1.240775465965271, 'train/diffusion_loss': 0.5575153827667236, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 92.0, 'epoch': 1.01}
+{'train/ce_loss': 1.3346962928771973, 'train/diffusion_loss': 0.5038926601409912, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 131.0, 'epoch': 1.01}
+{'train/ce_loss': 1.5398703813552856, 'train/diffusion_loss': 0.5856960415840149, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 208.0, 'epoch': 1.01}
+{'train/ce_loss': 1.5198780298233032, 'train/diffusion_loss': 0.4894852936267853, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 160.0, 'epoch': 1.01}
+{'train/ce_loss': 1.8757354021072388, 'train/diffusion_loss': 0.5136920213699341, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 143.0, 'epoch': 1.01}
+{'train/ce_loss': 1.454872727394104, 'train/diffusion_loss': 0.5754467844963074, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 84.0, 'epoch': 1.01}
+{'train/ce_loss': 1.1840299367904663, 'train/diffusion_loss': 0.4527629613876343, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.01}
+{'train/ce_loss': 1.5748087167739868, 'train/diffusion_loss': 0.52840656042099, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 123.0, 'epoch': 1.01}
+{'train/ce_loss': 1.0046449899673462, 'train/diffusion_loss': 0.46382543444633484, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 93.0, 'epoch': 1.01}
+{'train/ce_loss': 1.1666663885116577, 'train/diffusion_loss': 0.5004175901412964, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 71.0, 'epoch': 1.01}
+{'train/ce_loss': 0.9792804718017578, 'train/diffusion_loss': 0.43851038813591003, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 168.0, 'epoch': 1.01}
+{'train/ce_loss': 2.032919406890869, 'train/diffusion_loss': 0.5461496710777283, 'epoch': 1.01}
+{'train/learning_rate_real': 4.715823906685609e-05, 'epoch': 1.01}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.02}
+{'train/ce_loss': 1.3570959568023682, 'train/diffusion_loss': 0.4961813986301422, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 370.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 370.0, 'debug/num_lat_loss': 176.0, 'epoch': 1.02}
+{'train/ce_loss': 1.6749067306518555, 'train/diffusion_loss': 0.52127605676651, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.02}
+{'train/ce_loss': 1.4014993906021118, 'train/diffusion_loss': 0.5845349431037903, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 107.0, 'epoch': 1.02}
+{'train/ce_loss': 1.3121662139892578, 'train/diffusion_loss': 0.4584371745586395, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.02}
+{'train/ce_loss': 1.051250696182251, 'train/diffusion_loss': 0.49859514832496643, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.02}
+{'train/ce_loss': 1.0699206590652466, 'train/diffusion_loss': 0.4736267924308777, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.02}
+{'train/ce_loss': 1.1190439462661743, 'train/diffusion_loss': 0.5321226716041565, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 172.0, 'epoch': 1.02}
+{'train/ce_loss': 1.6294111013412476, 'train/diffusion_loss': 0.6829034090042114, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 90.0, 'epoch': 1.02}
+{'train/ce_loss': 0.9918109178543091, 'train/diffusion_loss': 0.4720742106437683, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.02}
+{'train/ce_loss': 1.0720810890197754, 'train/diffusion_loss': 0.4970490634441376, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 129.0, 'epoch': 1.02}
+{'train/ce_loss': 1.3564387559890747, 'train/diffusion_loss': 0.4997172951698303, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 105.0, 'epoch': 1.02}
+{'train/ce_loss': 1.0397928953170776, 'train/diffusion_loss': 0.5199552178382874, 'epoch': 1.02}
+{'train/learning_rate_real': 4.7063039419658035e-05, 'epoch': 1.02}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 166.0, 'epoch': 1.04}
+{'train/ce_loss': 1.8533596992492676, 'train/diffusion_loss': 0.5484426617622375, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 163.0, 'epoch': 1.04}
+{'train/ce_loss': 1.664413571357727, 'train/diffusion_loss': 0.5537100434303284, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.04}
+{'train/ce_loss': 1.420528769493103, 'train/diffusion_loss': 0.5453803539276123, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 214.0, 'epoch': 1.04}
+{'train/ce_loss': 1.6191191673278809, 'train/diffusion_loss': 0.5529050827026367, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 150.0, 'epoch': 1.04}
+{'train/ce_loss': 1.5463485717773438, 'train/diffusion_loss': 0.5155957341194153, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 403.0, 'debug/num_tok_loss': 225.0, 'debug/num_lat_total': 403.0, 'debug/num_lat_loss': 225.0, 'epoch': 1.04}
+{'train/ce_loss': 1.7438398599624634, 'train/diffusion_loss': 0.4982067942619324, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 103.0, 'epoch': 1.04}
+{'train/ce_loss': 1.09371018409729, 'train/diffusion_loss': 0.5143712162971497, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 141.0, 'epoch': 1.04}
+{'train/ce_loss': 1.0824408531188965, 'train/diffusion_loss': 0.513426661491394, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.04}
+{'train/ce_loss': 0.9860891103744507, 'train/diffusion_loss': 0.49958428740501404, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 67.0, 'epoch': 1.04}
+{'train/ce_loss': 0.8273792266845703, 'train/diffusion_loss': 0.39088889956474304, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 135.0, 'epoch': 1.04}
+{'train/ce_loss': 1.4916880130767822, 'train/diffusion_loss': 0.5809319019317627, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.04}
+{'train/ce_loss': 1.5981357097625732, 'train/diffusion_loss': 0.5126990675926208, 'epoch': 1.04}
+{'train/learning_rate_real': 4.696637070676462e-05, 'epoch': 1.04}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 163.0, 'epoch': 1.05}
+{'train/ce_loss': 1.7059839963912964, 'train/diffusion_loss': 0.470055490732193, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 63.0, 'epoch': 1.05}
+{'train/ce_loss': 0.745465099811554, 'train/diffusion_loss': 0.3493420481681824, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.05}
+{'train/ce_loss': 1.2028287649154663, 'train/diffusion_loss': 0.43769747018814087, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.05}
+{'train/ce_loss': 1.253085970878601, 'train/diffusion_loss': 0.4825722873210907, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 195.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 195.0, 'epoch': 1.05}
+{'train/ce_loss': 1.4685887098312378, 'train/diffusion_loss': 0.5470799803733826, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.05}
+{'train/ce_loss': 1.5263067483901978, 'train/diffusion_loss': 0.5494822263717651, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 175.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 175.0, 'epoch': 1.05}
+{'train/ce_loss': 1.7099413871765137, 'train/diffusion_loss': 0.5158454179763794, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 66.0, 'epoch': 1.05}
+{'train/ce_loss': 0.7904918789863586, 'train/diffusion_loss': 0.4185691177845001, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 180.0, 'epoch': 1.05}
+{'train/ce_loss': 1.455012321472168, 'train/diffusion_loss': 0.46740907430648804, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.05}
+{'train/ce_loss': 1.1963077783584595, 'train/diffusion_loss': 0.5549489855766296, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 124.0, 'epoch': 1.05}
+{'train/ce_loss': 1.2982196807861328, 'train/diffusion_loss': 0.47354334592819214, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 107.0, 'epoch': 1.05}
+{'train/ce_loss': 1.0591579675674438, 'train/diffusion_loss': 0.4741731584072113, 'epoch': 1.05}
+{'train/learning_rate_real': 4.686823936485426e-05, 'epoch': 1.05}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 184.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 184.0, 'epoch': 1.06}
+{'train/ce_loss': 1.9168384075164795, 'train/diffusion_loss': 0.49943169951438904, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 121.0, 'epoch': 1.06}
+{'train/ce_loss': 1.1817978620529175, 'train/diffusion_loss': 0.5186988115310669, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 51.0, 'epoch': 1.06}
+{'train/ce_loss': 0.6855859756469727, 'train/diffusion_loss': 0.37830132246017456, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 182.0, 'epoch': 1.06}
+{'train/ce_loss': 1.8192002773284912, 'train/diffusion_loss': 0.5322985649108887, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.06}
+{'train/ce_loss': 0.8637076020240784, 'train/diffusion_loss': 0.5423901677131653, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 199.0, 'epoch': 1.06}
+{'train/ce_loss': 1.6988914012908936, 'train/diffusion_loss': 0.5383769273757935, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 64.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 64.0, 'epoch': 1.06}
+{'train/ce_loss': 1.1434922218322754, 'train/diffusion_loss': 0.5108602046966553, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.06}
+{'train/ce_loss': 1.64107084274292, 'train/diffusion_loss': 0.5028913021087646, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 85.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 85.0, 'epoch': 1.06}
+{'train/ce_loss': 0.8573377728462219, 'train/diffusion_loss': 0.44600096344947815, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 129.0, 'epoch': 1.06}
+{'train/ce_loss': 1.4569675922393799, 'train/diffusion_loss': 0.5815331339836121, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.06}
+{'train/ce_loss': 1.7531204223632812, 'train/diffusion_loss': 0.5362889170646667, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 174.0, 'epoch': 1.06}
+{'train/ce_loss': 1.5489932298660278, 'train/diffusion_loss': 0.5234847068786621, 'epoch': 1.06}
+{'train/learning_rate_real': 4.6768651927994434e-05, 'epoch': 1.06}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 75.0, 'epoch': 1.07}
+{'train/ce_loss': 0.8691627383232117, 'train/diffusion_loss': 0.48348766565322876, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 105.0, 'epoch': 1.07}
+{'train/ce_loss': 1.2936569452285767, 'train/diffusion_loss': 0.48424938321113586, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.07}
+{'train/ce_loss': 1.3236674070358276, 'train/diffusion_loss': 0.5363913178443909, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 121.0, 'epoch': 1.07}
+{'train/ce_loss': 1.089603066444397, 'train/diffusion_loss': 0.5325454473495483, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 107.0, 'epoch': 1.07}
+{'train/ce_loss': 1.1857008934020996, 'train/diffusion_loss': 0.5078406929969788, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 99.0, 'epoch': 1.07}
+{'train/ce_loss': 1.143099308013916, 'train/diffusion_loss': 0.4844749867916107, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 123.0, 'epoch': 1.07}
+{'train/ce_loss': 1.350416898727417, 'train/diffusion_loss': 0.5110579133033752, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 118.0, 'epoch': 1.07}
+{'train/ce_loss': 1.344884991645813, 'train/diffusion_loss': 0.497545450925827, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 207.0, 'epoch': 1.07}
+{'train/ce_loss': 1.9111788272857666, 'train/diffusion_loss': 0.5511346459388733, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 152.0, 'epoch': 1.07}
+{'train/ce_loss': 1.2709647417068481, 'train/diffusion_loss': 0.46633926033973694, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 111.0, 'epoch': 1.07}
+{'train/ce_loss': 1.098212480545044, 'train/diffusion_loss': 0.506322979927063, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 166.0, 'epoch': 1.07}
+{'train/ce_loss': 1.7365880012512207, 'train/diffusion_loss': 0.49580004811286926, 'epoch': 1.07}
+{'train/learning_rate_real': 4.6667615027206564e-05, 'epoch': 1.07}
+{'loss': 20.2338, 'grad_norm': 21.38189125061035, 'learning_rate': 4.6667615027206564e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 141.0, 'epoch': 1.08}
+{'train/ce_loss': 1.5047848224639893, 'train/diffusion_loss': 0.5698013305664062, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 168.0, 'epoch': 1.08}
+{'train/ce_loss': 1.4910080432891846, 'train/diffusion_loss': 0.6388046741485596, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 378.0, 'debug/num_tok_loss': 198.0, 'debug/num_lat_total': 378.0, 'debug/num_lat_loss': 198.0, 'epoch': 1.08}
+{'train/ce_loss': 1.6082427501678467, 'train/diffusion_loss': 0.5825513601303101, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.08}
+{'train/ce_loss': 1.499441385269165, 'train/diffusion_loss': 0.5264826416969299, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 150.0, 'epoch': 1.08}
+{'train/ce_loss': 1.5933842658996582, 'train/diffusion_loss': 0.559367299079895, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 127.0, 'epoch': 1.08}
+{'train/ce_loss': 1.3224332332611084, 'train/diffusion_loss': 0.5090556144714355, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.08}
+{'train/ce_loss': 1.7183215618133545, 'train/diffusion_loss': 0.5064161419868469, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.08}
+{'train/ce_loss': 1.3642431497573853, 'train/diffusion_loss': 0.4866766631603241, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 366.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 366.0, 'debug/num_lat_loss': 172.0, 'epoch': 1.08}
+{'train/ce_loss': 1.9709692001342773, 'train/diffusion_loss': 0.5478529930114746, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 47.0, 'epoch': 1.08}
+{'train/ce_loss': 0.4660544991493225, 'train/diffusion_loss': 0.3815861940383911, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 129.0, 'epoch': 1.08}
+{'train/ce_loss': 1.1991826295852661, 'train/diffusion_loss': 0.4855090081691742, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 166.0, 'epoch': 1.08}
+{'train/ce_loss': 1.6332898139953613, 'train/diffusion_loss': 0.5032152533531189, 'epoch': 1.08}
+{'train/learning_rate_real': 4.6565135390024515e-05, 'epoch': 1.08}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 129.0, 'epoch': 1.1}
+{'train/ce_loss': 1.1542164087295532, 'train/diffusion_loss': 0.4942987859249115, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 164.0, 'epoch': 1.1}
+{'train/ce_loss': 1.4384516477584839, 'train/diffusion_loss': 0.5422335863113403, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 160.0, 'epoch': 1.1}
+{'train/ce_loss': 1.5379831790924072, 'train/diffusion_loss': 0.49204111099243164, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 330.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 330.0, 'debug/num_lat_loss': 169.0, 'epoch': 1.1}
+{'train/ce_loss': 1.2814825773239136, 'train/diffusion_loss': 0.5077252984046936, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 122.0, 'epoch': 1.1}
+{'train/ce_loss': 1.436281681060791, 'train/diffusion_loss': 0.46678847074508667, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.1}
+{'train/ce_loss': 1.0265084505081177, 'train/diffusion_loss': 0.5249958634376526, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 179.0, 'epoch': 1.1}
+{'train/ce_loss': 1.4061570167541504, 'train/diffusion_loss': 0.5625000596046448, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.1}
+{'train/ce_loss': 1.2249019145965576, 'train/diffusion_loss': 0.4817236363887787, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 395.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 395.0, 'debug/num_lat_loss': 214.0, 'epoch': 1.1}
+{'train/ce_loss': 1.7772021293640137, 'train/diffusion_loss': 0.5487990379333496, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.1}
+{'train/ce_loss': 1.4534797668457031, 'train/diffusion_loss': 0.5919361710548401, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 172.0, 'epoch': 1.1}
+{'train/ce_loss': 1.7817819118499756, 'train/diffusion_loss': 0.5686343312263489, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 83.0, 'epoch': 1.1}
+{'train/ce_loss': 0.8670778870582581, 'train/diffusion_loss': 0.5043898820877075, 'epoch': 1.1}
+{'train/learning_rate_real': 4.6461219840046654e-05, 'epoch': 1.1}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 140.0, 'epoch': 1.11}
+{'train/ce_loss': 1.7260857820510864, 'train/diffusion_loss': 0.5878546833992004, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 98.0, 'epoch': 1.11}
+{'train/ce_loss': 0.9900949597358704, 'train/diffusion_loss': 0.5102310180664062, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.11}
+{'train/ce_loss': 1.2952896356582642, 'train/diffusion_loss': 0.5256538987159729, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 216.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 216.0, 'debug/num_lat_loss': 103.0, 'epoch': 1.11}
+{'train/ce_loss': 1.295853614807129, 'train/diffusion_loss': 0.4497235417366028, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 197.0, 'epoch': 1.11}
+{'train/ce_loss': 1.8370730876922607, 'train/diffusion_loss': 0.4880353808403015, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.11}
+{'train/ce_loss': 1.3639941215515137, 'train/diffusion_loss': 0.5459856986999512, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 129.0, 'epoch': 1.11}
+{'train/ce_loss': 1.6063344478607178, 'train/diffusion_loss': 0.5215104222297668, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.11}
+{'train/ce_loss': 1.142042636871338, 'train/diffusion_loss': 0.4817342758178711, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 140.0, 'epoch': 1.11}
+{'train/ce_loss': 1.519058108329773, 'train/diffusion_loss': 0.5531262755393982, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 88.0, 'epoch': 1.11}
+{'train/ce_loss': 1.1415935754776, 'train/diffusion_loss': 0.5209449529647827, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 163.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 163.0, 'debug/num_lat_loss': 50.0, 'epoch': 1.11}
+{'train/ce_loss': 0.6596529483795166, 'train/diffusion_loss': 0.3919638991355896, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 185.0, 'epoch': 1.11}
+{'train/ce_loss': 1.6775869131088257, 'train/diffusion_loss': 0.49148470163345337, 'epoch': 1.11}
+{'train/learning_rate_real': 4.635587529648146e-05, 'epoch': 1.11}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.12}
+{'train/ce_loss': 1.3736149072647095, 'train/diffusion_loss': 0.5342556834220886, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 219.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 219.0, 'epoch': 1.12}
+{'train/ce_loss': 1.4949321746826172, 'train/diffusion_loss': 0.49258649349212646, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 185.0, 'epoch': 1.12}
+{'train/ce_loss': 1.7192437648773193, 'train/diffusion_loss': 0.5635573863983154, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 1.12}
+{'train/ce_loss': 1.0415301322937012, 'train/diffusion_loss': 0.4274056553840637, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 175.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 175.0, 'epoch': 1.12}
+{'train/ce_loss': 1.3122684955596924, 'train/diffusion_loss': 0.5444830656051636, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 75.0, 'epoch': 1.12}
+{'train/ce_loss': 0.9625457525253296, 'train/diffusion_loss': 0.49077433347702026, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 144.0, 'epoch': 1.12}
+{'train/ce_loss': 1.2866054773330688, 'train/diffusion_loss': 0.5574918985366821, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 115.0, 'epoch': 1.12}
+{'train/ce_loss': 1.3493152856826782, 'train/diffusion_loss': 0.5360496044158936, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 136.0, 'epoch': 1.12}
+{'train/ce_loss': 1.3734209537506104, 'train/diffusion_loss': 0.5085147619247437, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 109.0, 'epoch': 1.12}
+{'train/ce_loss': 1.3408331871032715, 'train/diffusion_loss': 0.5152802467346191, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 198.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 198.0, 'epoch': 1.12}
+{'train/ce_loss': 1.254447102546692, 'train/diffusion_loss': 0.51080322265625, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 214.0, 'epoch': 1.12}
+{'train/ce_loss': 1.7899800539016724, 'train/diffusion_loss': 0.6001300811767578, 'epoch': 1.12}
+{'train/learning_rate_real': 4.6249108773686846e-05, 'epoch': 1.12}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 1.13}
+{'train/ce_loss': 1.4814835786819458, 'train/diffusion_loss': 0.5179404616355896, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 173.0, 'epoch': 1.13}
+{'train/ce_loss': 1.5221612453460693, 'train/diffusion_loss': 0.5286655426025391, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.13}
+{'train/ce_loss': 1.5568033456802368, 'train/diffusion_loss': 0.5658398270606995, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 82.0, 'epoch': 1.13}
+{'train/ce_loss': 0.9542676210403442, 'train/diffusion_loss': 0.47837868332862854, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 161.0, 'epoch': 1.13}
+{'train/ce_loss': 1.4131189584732056, 'train/diffusion_loss': 0.5041096210479736, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.13}
+{'train/ce_loss': 1.435260534286499, 'train/diffusion_loss': 0.503135621547699, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 97.0, 'epoch': 1.13}
+{'train/ce_loss': 0.6827585697174072, 'train/diffusion_loss': 0.49669086933135986, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 210.0, 'epoch': 1.13}
+{'train/ce_loss': 1.4780455827713013, 'train/diffusion_loss': 0.5113240480422974, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 118.0, 'epoch': 1.13}
+{'train/ce_loss': 1.5851027965545654, 'train/diffusion_loss': 0.5085015296936035, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 167.0, 'epoch': 1.13}
+{'train/ce_loss': 1.796790361404419, 'train/diffusion_loss': 0.5871281027793884, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.13}
+{'train/ce_loss': 1.1307920217514038, 'train/diffusion_loss': 0.5849626064300537, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 183.0, 'epoch': 1.13}
+{'train/ce_loss': 1.8409074544906616, 'train/diffusion_loss': 0.594748318195343, 'epoch': 1.13}
+{'train/learning_rate_real': 4.61409273807031e-05, 'epoch': 1.13}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.15}
+{'train/ce_loss': 1.560128092765808, 'train/diffusion_loss': 0.5912137627601624, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 68.0, 'epoch': 1.15}
+{'train/ce_loss': 0.9616951942443848, 'train/diffusion_loss': 0.4777088761329651, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.15}
+{'train/ce_loss': 1.3827682733535767, 'train/diffusion_loss': 0.5640930533409119, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 134.0, 'epoch': 1.15}
+{'train/ce_loss': 1.20222806930542, 'train/diffusion_loss': 0.4970642626285553, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 165.0, 'epoch': 1.15}
+{'train/ce_loss': 1.4571973085403442, 'train/diffusion_loss': 0.5288878083229065, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 142.0, 'epoch': 1.15}
+{'train/ce_loss': 1.2367664575576782, 'train/diffusion_loss': 0.5206260085105896, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 131.0, 'epoch': 1.15}
+{'train/ce_loss': 1.533082365989685, 'train/diffusion_loss': 0.46772295236587524, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 101.0, 'epoch': 1.15}
+{'train/ce_loss': 1.194365382194519, 'train/diffusion_loss': 0.5647178292274475, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 174.0, 'epoch': 1.15}
+{'train/ce_loss': 1.9590469598770142, 'train/diffusion_loss': 0.5829447507858276, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.15}
+{'train/ce_loss': 1.587975263595581, 'train/diffusion_loss': 0.46682631969451904, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 54.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 54.0, 'epoch': 1.15}
+{'train/ce_loss': 0.6779488921165466, 'train/diffusion_loss': 0.43219488859176636, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 103.0, 'epoch': 1.15}
+{'train/ce_loss': 1.4025285243988037, 'train/diffusion_loss': 0.45281291007995605, 'epoch': 1.15}
+{'train/learning_rate_real': 4.6031338320779534e-05, 'epoch': 1.15}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.16}
+{'train/ce_loss': 1.463988184928894, 'train/diffusion_loss': 0.48570066690444946, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 92.0, 'epoch': 1.16}
+{'train/ce_loss': 0.9602218270301819, 'train/diffusion_loss': 0.5048131942749023, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 83.0, 'epoch': 1.16}
+{'train/ce_loss': 0.9167879819869995, 'train/diffusion_loss': 0.4611378312110901, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.16}
+{'train/ce_loss': 1.3556773662567139, 'train/diffusion_loss': 0.5238284468650818, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 138.0, 'epoch': 1.16}
+{'train/ce_loss': 1.4206122159957886, 'train/diffusion_loss': 0.5165532231330872, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 68.0, 'epoch': 1.16}
+{'train/ce_loss': 0.9239596128463745, 'train/diffusion_loss': 0.44852909445762634, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 171.0, 'epoch': 1.16}
+{'train/ce_loss': 1.446716070175171, 'train/diffusion_loss': 0.4787500500679016, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 170.0, 'epoch': 1.16}
+{'train/ce_loss': 1.5181738138198853, 'train/diffusion_loss': 0.5292366743087769, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 148.0, 'epoch': 1.16}
+{'train/ce_loss': 1.8131544589996338, 'train/diffusion_loss': 0.5809306502342224, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 157.0, 'epoch': 1.16}
+{'train/ce_loss': 1.3876537084579468, 'train/diffusion_loss': 0.5112314224243164, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 89.0, 'epoch': 1.16}
+{'train/ce_loss': 0.9538710117340088, 'train/diffusion_loss': 0.4894598722457886, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 127.0, 'epoch': 1.16}
+{'train/ce_loss': 1.3863378763198853, 'train/diffusion_loss': 0.5205596089363098, 'epoch': 1.16}
+{'train/learning_rate_real': 4.592034889089482e-05, 'epoch': 1.16}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 134.0, 'epoch': 1.17}
+{'train/ce_loss': 1.5541671514511108, 'train/diffusion_loss': 0.5654401779174805, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.17}
+{'train/ce_loss': 1.4326244592666626, 'train/diffusion_loss': 0.573126494884491, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 78.0, 'epoch': 1.17}
+{'train/ce_loss': 1.0138484239578247, 'train/diffusion_loss': 0.3991602957248688, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.17}
+{'train/ce_loss': 1.3798191547393799, 'train/diffusion_loss': 0.5040032267570496, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 88.0, 'epoch': 1.17}
+{'train/ce_loss': 1.0800321102142334, 'train/diffusion_loss': 0.5241471529006958, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 163.0, 'epoch': 1.17}
+{'train/ce_loss': 1.6658607721328735, 'train/diffusion_loss': 0.5569984912872314, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 166.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 166.0, 'debug/num_lat_loss': 92.0, 'epoch': 1.17}
+{'train/ce_loss': 1.3088209629058838, 'train/diffusion_loss': 0.5191243886947632, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.17}
+{'train/ce_loss': 1.450735092163086, 'train/diffusion_loss': 0.5153787732124329, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 164.0, 'epoch': 1.17}
+{'train/ce_loss': 1.5479633808135986, 'train/diffusion_loss': 0.500343382358551, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 183.0, 'epoch': 1.17}
+{'train/ce_loss': 1.602148413658142, 'train/diffusion_loss': 0.5298641920089722, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 177.0, 'epoch': 1.17}
+{'train/ce_loss': 1.6514922380447388, 'train/diffusion_loss': 0.5519142746925354, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 145.0, 'epoch': 1.17}
+{'train/ce_loss': 1.241931676864624, 'train/diffusion_loss': 0.4678030014038086, 'epoch': 1.17}
+{'train/learning_rate_real': 4.580796648127118e-05, 'epoch': 1.17}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.18}
+{'train/ce_loss': 1.3750414848327637, 'train/diffusion_loss': 0.47034958004951477, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 124.0, 'epoch': 1.18}
+{'train/ce_loss': 1.3343027830123901, 'train/diffusion_loss': 0.474678099155426, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 380.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 380.0, 'debug/num_lat_loss': 197.0, 'epoch': 1.18}
+{'train/ce_loss': 1.1670784950256348, 'train/diffusion_loss': 0.5244885683059692, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 176.0, 'epoch': 1.18}
+{'train/ce_loss': 1.521100640296936, 'train/diffusion_loss': 0.5198331475257874, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 157.0, 'epoch': 1.18}
+{'train/ce_loss': 1.272140383720398, 'train/diffusion_loss': 0.5681442022323608, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 176.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 176.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.18}
+{'train/ce_loss': 1.493209958076477, 'train/diffusion_loss': 0.47992658615112305, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 105.0, 'epoch': 1.18}
+{'train/ce_loss': 1.239856243133545, 'train/diffusion_loss': 0.5347633361816406, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 171.0, 'epoch': 1.18}
+{'train/ce_loss': 1.5029528141021729, 'train/diffusion_loss': 0.5340082049369812, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 194.0, 'epoch': 1.18}
+{'train/ce_loss': 1.5011374950408936, 'train/diffusion_loss': 0.58625328540802, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 56.0, 'epoch': 1.18}
+{'train/ce_loss': 0.9466620683670044, 'train/diffusion_loss': 0.3948526680469513, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 79.0, 'epoch': 1.18}
+{'train/ce_loss': 0.8351975083351135, 'train/diffusion_loss': 0.5120096802711487, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.18}
+{'train/ce_loss': 1.1281341314315796, 'train/diffusion_loss': 0.49549710750579834, 'epoch': 1.18}
+{'train/learning_rate_real': 4.569419857488228e-05, 'epoch': 1.18}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 177.0, 'epoch': 1.19}
+{'train/ce_loss': 1.4806679487228394, 'train/diffusion_loss': 0.5182763338088989, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 151.0, 'epoch': 1.19}
+{'train/ce_loss': 1.8015191555023193, 'train/diffusion_loss': 0.5381875038146973, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 108.0, 'epoch': 1.19}
+{'train/ce_loss': 1.211181640625, 'train/diffusion_loss': 0.49810925126075745, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 151.0, 'epoch': 1.19}
+{'train/ce_loss': 1.3779112100601196, 'train/diffusion_loss': 0.45743706822395325, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 117.0, 'epoch': 1.19}
+{'train/ce_loss': 1.357203483581543, 'train/diffusion_loss': 0.5376929044723511, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.19}
+{'train/ce_loss': 1.4152270555496216, 'train/diffusion_loss': 0.46708813309669495, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.19}
+{'train/ce_loss': 1.48441743850708, 'train/diffusion_loss': 0.5883439183235168, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 157.0, 'epoch': 1.19}
+{'train/ce_loss': 1.5471875667572021, 'train/diffusion_loss': 0.4957241415977478, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 98.0, 'epoch': 1.19}
+{'train/ce_loss': 1.1929203271865845, 'train/diffusion_loss': 0.5293594002723694, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 111.0, 'epoch': 1.19}
+{'train/ce_loss': 1.2208662033081055, 'train/diffusion_loss': 0.5150559544563293, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 164.0, 'epoch': 1.19}
+{'train/ce_loss': 1.2356700897216797, 'train/diffusion_loss': 0.6209814548492432, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 81.0, 'epoch': 1.19}
+{'train/ce_loss': 1.1863934993743896, 'train/diffusion_loss': 0.45334699749946594, 'epoch': 1.19}
+{'train/learning_rate_real': 4.5579052746954955e-05, 'epoch': 1.19}
+{'loss': 20.787, 'grad_norm': 20.03416633605957, 'learning_rate': 4.5579052746954955e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 162.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 162.0, 'debug/num_lat_loss': 88.0, 'epoch': 1.21}
+{'train/ce_loss': 0.9250123500823975, 'train/diffusion_loss': 0.45123907923698425, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 130.0, 'epoch': 1.21}
+{'train/ce_loss': 1.4755983352661133, 'train/diffusion_loss': 0.5228145718574524, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 143.0, 'epoch': 1.21}
+{'train/ce_loss': 1.3652331829071045, 'train/diffusion_loss': 0.48468151688575745, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.21}
+{'train/ce_loss': 1.4360336065292358, 'train/diffusion_loss': 0.5153949856758118, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 315.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 315.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.21}
+{'train/ce_loss': 1.3325835466384888, 'train/diffusion_loss': 0.4873729944229126, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 90.0, 'epoch': 1.21}
+{'train/ce_loss': 1.1501773595809937, 'train/diffusion_loss': 0.4308027923107147, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 84.0, 'epoch': 1.21}
+{'train/ce_loss': 0.9200443625450134, 'train/diffusion_loss': 0.5040731430053711, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.21}
+{'train/ce_loss': 1.1639680862426758, 'train/diffusion_loss': 0.5820878148078918, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 151.0, 'epoch': 1.21}
+{'train/ce_loss': 1.435905933380127, 'train/diffusion_loss': 0.5093358159065247, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 139.0, 'epoch': 1.21}
+{'train/ce_loss': 1.473732352256775, 'train/diffusion_loss': 0.5179921984672546, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 249.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 249.0, 'debug/num_lat_loss': 88.0, 'epoch': 1.21}
+{'train/ce_loss': 1.0384284257888794, 'train/diffusion_loss': 0.5147550702095032, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 135.0, 'epoch': 1.21}
+{'train/ce_loss': 1.471651554107666, 'train/diffusion_loss': 0.49621355533599854, 'epoch': 1.21}
+{'train/learning_rate_real': 4.546253666446484e-05, 'epoch': 1.21}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 170.0, 'epoch': 1.22}
+{'train/ce_loss': 1.5974026918411255, 'train/diffusion_loss': 0.4947083592414856, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 134.0, 'epoch': 1.22}
+{'train/ce_loss': 1.2127047777175903, 'train/diffusion_loss': 0.5035165548324585, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 190.0, 'epoch': 1.22}
+{'train/ce_loss': 1.5829888582229614, 'train/diffusion_loss': 0.49055027961730957, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 92.0, 'epoch': 1.22}
+{'train/ce_loss': 1.1473592519760132, 'train/diffusion_loss': 0.5131270289421082, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 168.0, 'epoch': 1.22}
+{'train/ce_loss': 1.6550161838531494, 'train/diffusion_loss': 0.563502311706543, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 145.0, 'epoch': 1.22}
+{'train/ce_loss': 1.5714579820632935, 'train/diffusion_loss': 0.5416783094406128, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 104.0, 'epoch': 1.22}
+{'train/ce_loss': 1.3762731552124023, 'train/diffusion_loss': 0.4953863024711609, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.22}
+{'train/ce_loss': 1.5286606550216675, 'train/diffusion_loss': 0.5853400230407715, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 101.0, 'epoch': 1.22}
+{'train/ce_loss': 1.368495225906372, 'train/diffusion_loss': 0.548595666885376, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.22}
+{'train/ce_loss': 1.1603507995605469, 'train/diffusion_loss': 0.4636937379837036, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 151.0, 'epoch': 1.22}
+{'train/ce_loss': 1.5448886156082153, 'train/diffusion_loss': 0.5502805709838867, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 196.0, 'epoch': 1.22}
+{'train/ce_loss': 1.499662160873413, 'train/diffusion_loss': 0.5393494367599487, 'epoch': 1.22}
+{'train/learning_rate_real': 4.534465808562587e-05, 'epoch': 1.22}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 194.0, 'epoch': 1.23}
+{'train/ce_loss': 1.4125620126724243, 'train/diffusion_loss': 0.5275847911834717, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 154.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 154.0, 'debug/num_lat_loss': 80.0, 'epoch': 1.23}
+{'train/ce_loss': 0.9181497097015381, 'train/diffusion_loss': 0.40104103088378906, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 155.0, 'epoch': 1.23}
+{'train/ce_loss': 1.7130941152572632, 'train/diffusion_loss': 0.604713499546051, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 165.0, 'epoch': 1.23}
+{'train/ce_loss': 1.5954489707946777, 'train/diffusion_loss': 0.5517227053642273, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 100.0, 'epoch': 1.23}
+{'train/ce_loss': 1.15861177444458, 'train/diffusion_loss': 0.5086172223091125, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 76.0, 'epoch': 1.23}
+{'train/ce_loss': 0.9753049612045288, 'train/diffusion_loss': 0.47735676169395447, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 161.0, 'epoch': 1.23}
+{'train/ce_loss': 1.5452362298965454, 'train/diffusion_loss': 0.5498141050338745, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 179.0, 'epoch': 1.23}
+{'train/ce_loss': 1.7658981084823608, 'train/diffusion_loss': 0.5704488158226013, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 90.0, 'epoch': 1.23}
+{'train/ce_loss': 1.07208251953125, 'train/diffusion_loss': 0.43279895186424255, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.23}
+{'train/ce_loss': 1.1053804159164429, 'train/diffusion_loss': 0.5170276165008545, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 145.0, 'epoch': 1.23}
+{'train/ce_loss': 1.5386019945144653, 'train/diffusion_loss': 0.5450963973999023, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 122.0, 'epoch': 1.23}
+{'train/ce_loss': 1.3294302225112915, 'train/diffusion_loss': 0.4815872311592102, 'epoch': 1.23}
+{'train/learning_rate_real': 4.522542485937369e-05, 'epoch': 1.23}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 157.0, 'epoch': 1.24}
+{'train/ce_loss': 1.2769843339920044, 'train/diffusion_loss': 0.592186689376831, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.24}
+{'train/ce_loss': 1.4669855833053589, 'train/diffusion_loss': 0.5348654389381409, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.24}
+{'train/ce_loss': 1.5062929391860962, 'train/diffusion_loss': 0.5619154572486877, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 114.0, 'epoch': 1.24}
+{'train/ce_loss': 1.1745922565460205, 'train/diffusion_loss': 0.5051935315132141, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 202.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 202.0, 'epoch': 1.24}
+{'train/ce_loss': 1.9126265048980713, 'train/diffusion_loss': 0.5635037422180176, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 58.0, 'epoch': 1.24}
+{'train/ce_loss': 0.7436018586158752, 'train/diffusion_loss': 0.481940358877182, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 146.0, 'epoch': 1.24}
+{'train/ce_loss': 1.284670114517212, 'train/diffusion_loss': 0.5398644208908081, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 135.0, 'epoch': 1.24}
+{'train/ce_loss': 1.606711506843567, 'train/diffusion_loss': 0.5437625646591187, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.24}
+{'train/ce_loss': 1.168670654296875, 'train/diffusion_loss': 0.48952800035476685, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 183.0, 'epoch': 1.24}
+{'train/ce_loss': 1.6312071084976196, 'train/diffusion_loss': 0.6035465598106384, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 382.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 382.0, 'debug/num_lat_loss': 185.0, 'epoch': 1.24}
+{'train/ce_loss': 1.7823807001113892, 'train/diffusion_loss': 0.5278222560882568, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 92.0, 'epoch': 1.24}
+{'train/ce_loss': 1.263104796409607, 'train/diffusion_loss': 0.4670836627483368, 'epoch': 1.24}
+{'train/learning_rate_real': 4.5104844924843016e-05, 'epoch': 1.24}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 95.0, 'epoch': 1.25}
+{'train/ce_loss': 0.913974940776825, 'train/diffusion_loss': 0.44979748129844666, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.25}
+{'train/ce_loss': 1.106399655342102, 'train/diffusion_loss': 0.600436270236969, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 233.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 233.0, 'epoch': 1.25}
+{'train/ce_loss': 1.6289381980895996, 'train/diffusion_loss': 0.5055108070373535, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.25}
+{'train/ce_loss': 1.130543828010559, 'train/diffusion_loss': 0.5313946008682251, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 168.0, 'epoch': 1.25}
+{'train/ce_loss': 1.934861421585083, 'train/diffusion_loss': 0.6240276098251343, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 131.0, 'epoch': 1.25}
+{'train/ce_loss': 1.241595983505249, 'train/diffusion_loss': 0.4983806610107422, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 180.0, 'epoch': 1.25}
+{'train/ce_loss': 1.4306449890136719, 'train/diffusion_loss': 0.5043870806694031, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 97.0, 'epoch': 1.25}
+{'train/ce_loss': 1.3398889303207397, 'train/diffusion_loss': 0.5240494012832642, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 409.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 409.0, 'debug/num_lat_loss': 210.0, 'epoch': 1.25}
+{'train/ce_loss': 1.471052885055542, 'train/diffusion_loss': 0.49240556359291077, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.25}
+{'train/ce_loss': 1.3270771503448486, 'train/diffusion_loss': 0.5025754570960999, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 190.0, 'epoch': 1.25}
+{'train/ce_loss': 1.6555275917053223, 'train/diffusion_loss': 0.5453030467033386, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.25}
+{'train/ce_loss': 1.405115008354187, 'train/diffusion_loss': 0.5526540875434875, 'epoch': 1.25}
+{'train/learning_rate_real': 4.498292631083904e-05, 'epoch': 1.25}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.27}
+{'train/ce_loss': 1.1483644247055054, 'train/diffusion_loss': 0.49322789907455444, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 315.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 315.0, 'debug/num_lat_loss': 199.0, 'epoch': 1.27}
+{'train/ce_loss': 1.6974610090255737, 'train/diffusion_loss': 0.5977365970611572, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 78.0, 'epoch': 1.27}
+{'train/ce_loss': 0.8421593904495239, 'train/diffusion_loss': 0.43628743290901184, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 190.0, 'epoch': 1.27}
+{'train/ce_loss': 1.7892099618911743, 'train/diffusion_loss': 0.5097580552101135, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.27}
+{'train/ce_loss': 1.666723370552063, 'train/diffusion_loss': 0.5281655788421631, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.27}
+{'train/ce_loss': 1.4673305749893188, 'train/diffusion_loss': 0.5750864744186401, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 101.0, 'epoch': 1.27}
+{'train/ce_loss': 1.1494314670562744, 'train/diffusion_loss': 0.41308343410491943, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 1.27}
+{'train/ce_loss': 1.0123944282531738, 'train/diffusion_loss': 0.523797333240509, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 174.0, 'epoch': 1.27}
+{'train/ce_loss': 1.7401556968688965, 'train/diffusion_loss': 0.5157231688499451, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 114.0, 'epoch': 1.27}
+{'train/ce_loss': 1.5203795433044434, 'train/diffusion_loss': 0.5276236534118652, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 118.0, 'epoch': 1.27}
+{'train/ce_loss': 1.1796029806137085, 'train/diffusion_loss': 0.45222777128219604, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 97.0, 'epoch': 1.27}
+{'train/ce_loss': 0.9021626114845276, 'train/diffusion_loss': 0.5345799326896667, 'epoch': 1.27}
+{'train/learning_rate_real': 4.485967713530281e-05, 'epoch': 1.27}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.28}
+{'train/ce_loss': 1.6356275081634521, 'train/diffusion_loss': 0.5152270793914795, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 193.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 193.0, 'epoch': 1.28}
+{'train/ce_loss': 1.5998979806900024, 'train/diffusion_loss': 0.49635961651802063, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.28}
+{'train/ce_loss': 1.341734528541565, 'train/diffusion_loss': 0.4766331911087036, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 81.0, 'epoch': 1.28}
+{'train/ce_loss': 0.9718067646026611, 'train/diffusion_loss': 0.46123579144477844, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 92.0, 'epoch': 1.28}
+{'train/ce_loss': 1.30055570602417, 'train/diffusion_loss': 0.4787105619907379, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 136.0, 'epoch': 1.28}
+{'train/ce_loss': 1.2712724208831787, 'train/diffusion_loss': 0.4898416996002197, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 121.0, 'epoch': 1.28}
+{'train/ce_loss': 1.4669352769851685, 'train/diffusion_loss': 0.45795318484306335, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 1.28}
+{'train/ce_loss': 1.4707087278366089, 'train/diffusion_loss': 0.5081231594085693, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.28}
+{'train/ce_loss': 1.39926016330719, 'train/diffusion_loss': 0.4652847945690155, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 165.0, 'epoch': 1.28}
+{'train/ce_loss': 1.3980906009674072, 'train/diffusion_loss': 0.5588249564170837, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 387.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 387.0, 'debug/num_lat_loss': 188.0, 'epoch': 1.28}
+{'train/ce_loss': 1.2870948314666748, 'train/diffusion_loss': 0.5207955837249756, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 137.0, 'epoch': 1.28}
+{'train/ce_loss': 1.3742121458053589, 'train/diffusion_loss': 0.5033389925956726, 'epoch': 1.28}
+{'train/learning_rate_real': 4.4735105604770735e-05, 'epoch': 1.28}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.29}
+{'train/ce_loss': 1.5019526481628418, 'train/diffusion_loss': 0.488092839717865, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 98.0, 'epoch': 1.29}
+{'train/ce_loss': 1.2512619495391846, 'train/diffusion_loss': 0.464057981967926, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 107.0, 'epoch': 1.29}
+{'train/ce_loss': 1.0904459953308105, 'train/diffusion_loss': 0.49416106939315796, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.29}
+{'train/ce_loss': 1.240578532218933, 'train/diffusion_loss': 0.5333165526390076, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 89.0, 'epoch': 1.29}
+{'train/ce_loss': 1.1754751205444336, 'train/diffusion_loss': 0.5161324739456177, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 192.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 192.0, 'epoch': 1.29}
+{'train/ce_loss': 1.3620402812957764, 'train/diffusion_loss': 0.5309707522392273, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.29}
+{'train/ce_loss': 1.406247615814209, 'train/diffusion_loss': 0.5334097146987915, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 109.0, 'epoch': 1.29}
+{'train/ce_loss': 1.4937818050384521, 'train/diffusion_loss': 0.4793318510055542, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 104.0, 'epoch': 1.29}
+{'train/ce_loss': 1.164819598197937, 'train/diffusion_loss': 0.540610671043396, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.29}
+{'train/ce_loss': 1.250527024269104, 'train/diffusion_loss': 0.5020742416381836, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 154.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 154.0, 'epoch': 1.29}
+{'train/ce_loss': 1.7181893587112427, 'train/diffusion_loss': 0.5480469465255737, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.29}
+{'train/ce_loss': 1.374813437461853, 'train/diffusion_loss': 0.49151894450187683, 'epoch': 1.29}
+{'train/learning_rate_real': 4.4609220013828065e-05, 'epoch': 1.29}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 80.0, 'epoch': 1.3}
+{'train/ce_loss': 0.841231107711792, 'train/diffusion_loss': 0.4434133470058441, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 117.0, 'epoch': 1.3}
+{'train/ce_loss': 1.4148627519607544, 'train/diffusion_loss': 0.49341800808906555, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 117.0, 'epoch': 1.3}
+{'train/ce_loss': 1.2052310705184937, 'train/diffusion_loss': 0.4565173387527466, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 83.0, 'epoch': 1.3}
+{'train/ce_loss': 1.077096700668335, 'train/diffusion_loss': 0.528365969657898, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 73.0, 'epoch': 1.3}
+{'train/ce_loss': 0.8092605471611023, 'train/diffusion_loss': 0.5522450804710388, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 181.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 181.0, 'debug/num_lat_loss': 107.0, 'epoch': 1.3}
+{'train/ce_loss': 1.4705160856246948, 'train/diffusion_loss': 0.586959183216095, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 359.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 359.0, 'debug/num_lat_loss': 182.0, 'epoch': 1.3}
+{'train/ce_loss': 1.443884253501892, 'train/diffusion_loss': 0.4524937868118286, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 129.0, 'epoch': 1.3}
+{'train/ce_loss': 1.408730387687683, 'train/diffusion_loss': 0.538463830947876, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 206.0, 'epoch': 1.3}
+{'train/ce_loss': 1.9030630588531494, 'train/diffusion_loss': 0.519819974899292, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.3}
+{'train/ce_loss': 1.2696908712387085, 'train/diffusion_loss': 0.4897496700286865, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 160.0, 'epoch': 1.3}
+{'train/ce_loss': 1.6124098300933838, 'train/diffusion_loss': 0.513829231262207, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.3}
+{'train/ce_loss': 1.374984622001648, 'train/diffusion_loss': 0.48789140582084656, 'epoch': 1.3}
+{'train/learning_rate_real': 4.448202874455673e-05, 'epoch': 1.3}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 136.0, 'epoch': 1.31}
+{'train/ce_loss': 1.5315583944320679, 'train/diffusion_loss': 0.5955462455749512, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 57.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 57.0, 'epoch': 1.31}
+{'train/ce_loss': 0.5779092311859131, 'train/diffusion_loss': 0.4262336492538452, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 95.0, 'epoch': 1.31}
+{'train/ce_loss': 1.1479592323303223, 'train/diffusion_loss': 0.4522269070148468, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 131.0, 'epoch': 1.31}
+{'train/ce_loss': 1.2553553581237793, 'train/diffusion_loss': 0.516226589679718, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 121.0, 'epoch': 1.31}
+{'train/ce_loss': 1.4592111110687256, 'train/diffusion_loss': 0.5177597403526306, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 114.0, 'epoch': 1.31}
+{'train/ce_loss': 1.3068993091583252, 'train/diffusion_loss': 0.48099249601364136, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.31}
+{'train/ce_loss': 0.9085599780082703, 'train/diffusion_loss': 0.5151479244232178, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.31}
+{'train/ce_loss': 1.4604334831237793, 'train/diffusion_loss': 0.5184649229049683, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.31}
+{'train/ce_loss': 1.3226947784423828, 'train/diffusion_loss': 0.5416744947433472, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 139.0, 'epoch': 1.31}
+{'train/ce_loss': 1.2697874307632446, 'train/diffusion_loss': 0.46321776509284973, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 122.0, 'epoch': 1.31}
+{'train/ce_loss': 1.2930476665496826, 'train/diffusion_loss': 0.5615847706794739, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.31}
+{'train/ce_loss': 1.669203281402588, 'train/diffusion_loss': 0.5446466207504272, 'epoch': 1.31}
+{'train/learning_rate_real': 4.4353540265977064e-05, 'epoch': 1.31}
+{'loss': 20.5907, 'grad_norm': 19.432241439819336, 'learning_rate': 4.4353540265977064e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.33}
+{'train/ce_loss': 1.2405943870544434, 'train/diffusion_loss': 0.5639495253562927, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 291.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 291.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.33}
+{'train/ce_loss': 1.2037794589996338, 'train/diffusion_loss': 0.49861088395118713, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.33}
+{'train/ce_loss': 1.3863176107406616, 'train/diffusion_loss': 0.5562114715576172, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 92.0, 'epoch': 1.33}
+{'train/ce_loss': 1.1210505962371826, 'train/diffusion_loss': 0.43281129002571106, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 100.0, 'epoch': 1.33}
+{'train/ce_loss': 0.9805076122283936, 'train/diffusion_loss': 0.5023097395896912, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 222.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 222.0, 'epoch': 1.33}
+{'train/ce_loss': 1.9999890327453613, 'train/diffusion_loss': 0.5514341592788696, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 112.0, 'epoch': 1.33}
+{'train/ce_loss': 1.332379937171936, 'train/diffusion_loss': 0.5562729835510254, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 185.0, 'epoch': 1.33}
+{'train/ce_loss': 1.7568488121032715, 'train/diffusion_loss': 0.5757675766944885, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 81.0, 'epoch': 1.33}
+{'train/ce_loss': 0.8321245908737183, 'train/diffusion_loss': 0.4540257453918457, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.33}
+{'train/ce_loss': 1.209985375404358, 'train/diffusion_loss': 0.5421907901763916, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 136.0, 'epoch': 1.33}
+{'train/ce_loss': 1.13106107711792, 'train/diffusion_loss': 0.5061625838279724, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 155.0, 'epoch': 1.33}
+{'train/ce_loss': 1.5015746355056763, 'train/diffusion_loss': 0.5182363390922546, 'epoch': 1.33}
+{'train/learning_rate_real': 4.422376313348405e-05, 'epoch': 1.33}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.34}
+{'train/ce_loss': 1.2728979587554932, 'train/diffusion_loss': 0.5502471923828125, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.34}
+{'train/ce_loss': 1.6140801906585693, 'train/diffusion_loss': 0.571916401386261, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 78.0, 'epoch': 1.34}
+{'train/ce_loss': 0.952688455581665, 'train/diffusion_loss': 0.42172059416770935, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 112.0, 'epoch': 1.34}
+{'train/ce_loss': 1.3737233877182007, 'train/diffusion_loss': 0.5434138178825378, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.34}
+{'train/ce_loss': 1.5215833187103271, 'train/diffusion_loss': 0.5439858436584473, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 94.0, 'epoch': 1.34}
+{'train/ce_loss': 1.2735222578048706, 'train/diffusion_loss': 0.48482537269592285, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 368.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 368.0, 'debug/num_lat_loss': 188.0, 'epoch': 1.34}
+{'train/ce_loss': 1.62921142578125, 'train/diffusion_loss': 0.5439473986625671, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 370.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 370.0, 'debug/num_lat_loss': 207.0, 'epoch': 1.34}
+{'train/ce_loss': 1.9115393161773682, 'train/diffusion_loss': 0.5382424592971802, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 408.0, 'debug/num_tok_loss': 225.0, 'debug/num_lat_total': 408.0, 'debug/num_lat_loss': 225.0, 'epoch': 1.34}
+{'train/ce_loss': 1.522055983543396, 'train/diffusion_loss': 0.49938729405403137, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.34}
+{'train/ce_loss': 1.2236063480377197, 'train/diffusion_loss': 0.5101771950721741, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 63.0, 'epoch': 1.34}
+{'train/ce_loss': 0.903357744216919, 'train/diffusion_loss': 0.4463045299053192, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 101.0, 'epoch': 1.34}
+{'train/ce_loss': 1.1046233177185059, 'train/diffusion_loss': 0.5297573208808899, 'epoch': 1.34}
+{'train/learning_rate_real': 4.409270598827756e-05, 'epoch': 1.34}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 231.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 231.0, 'epoch': 1.35}
+{'train/ce_loss': 1.6323574781417847, 'train/diffusion_loss': 0.60798180103302, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.35}
+{'train/ce_loss': 1.34896719455719, 'train/diffusion_loss': 0.5397862195968628, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 157.0, 'epoch': 1.35}
+{'train/ce_loss': 1.045032262802124, 'train/diffusion_loss': 0.5255284905433655, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 142.0, 'epoch': 1.35}
+{'train/ce_loss': 1.1494475603103638, 'train/diffusion_loss': 0.5163815021514893, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 142.0, 'epoch': 1.35}
+{'train/ce_loss': 1.0843665599822998, 'train/diffusion_loss': 0.5415605902671814, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 172.0, 'epoch': 1.35}
+{'train/ce_loss': 1.659569501876831, 'train/diffusion_loss': 0.5236291289329529, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 104.0, 'epoch': 1.35}
+{'train/ce_loss': 1.2773329019546509, 'train/diffusion_loss': 0.5480015873908997, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.35}
+{'train/ce_loss': 1.4086947441101074, 'train/diffusion_loss': 0.5053829550743103, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 168.0, 'epoch': 1.35}
+{'train/ce_loss': 1.3540475368499756, 'train/diffusion_loss': 0.5657309889793396, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 112.0, 'epoch': 1.35}
+{'train/ce_loss': 1.2764999866485596, 'train/diffusion_loss': 0.4714483618736267, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.35}
+{'train/ce_loss': 1.143378496170044, 'train/diffusion_loss': 0.5143654942512512, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 136.0, 'epoch': 1.35}
+{'train/ce_loss': 1.2901997566223145, 'train/diffusion_loss': 0.4833562672138214, 'epoch': 1.35}
+{'train/learning_rate_real': 4.3960377556787e-05, 'epoch': 1.35}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.36}
+{'train/ce_loss': 1.26980459690094, 'train/diffusion_loss': 0.5157901048660278, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 373.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 373.0, 'debug/num_lat_loss': 188.0, 'epoch': 1.36}
+{'train/ce_loss': 1.5398586988449097, 'train/diffusion_loss': 0.4994577169418335, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.36}
+{'train/ce_loss': 1.5375192165374756, 'train/diffusion_loss': 0.6395507454872131, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 98.0, 'epoch': 1.36}
+{'train/ce_loss': 1.1526155471801758, 'train/diffusion_loss': 0.4934220016002655, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 141.0, 'epoch': 1.36}
+{'train/ce_loss': 1.2910550832748413, 'train/diffusion_loss': 0.5248719453811646, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 194.0, 'epoch': 1.36}
+{'train/ce_loss': 1.5224993228912354, 'train/diffusion_loss': 0.5470278263092041, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 108.0, 'epoch': 1.36}
+{'train/ce_loss': 1.4184932708740234, 'train/diffusion_loss': 0.6046802997589111, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.36}
+{'train/ce_loss': 1.2709650993347168, 'train/diffusion_loss': 0.5230047106742859, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.36}
+{'train/ce_loss': 1.2294310331344604, 'train/diffusion_loss': 0.5387634634971619, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 135.0, 'epoch': 1.36}
+{'train/ce_loss': 1.3083512783050537, 'train/diffusion_loss': 0.4959145784378052, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.36}
+{'train/ce_loss': 1.1750630140304565, 'train/diffusion_loss': 0.5544552206993103, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 137.0, 'epoch': 1.36}
+{'train/ce_loss': 1.6429457664489746, 'train/diffusion_loss': 0.603304922580719, 'epoch': 1.36}
+{'train/learning_rate_real': 4.382678665009028e-05, 'epoch': 1.36}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 172.0, 'epoch': 1.38}
+{'train/ce_loss': 1.6222879886627197, 'train/diffusion_loss': 0.5162971615791321, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 197.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 197.0, 'debug/num_lat_loss': 84.0, 'epoch': 1.38}
+{'train/ce_loss': 0.8967069387435913, 'train/diffusion_loss': 0.45767831802368164, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 157.0, 'epoch': 1.38}
+{'train/ce_loss': 1.2313039302825928, 'train/diffusion_loss': 0.5200067758560181, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.38}
+{'train/ce_loss': 1.37086820602417, 'train/diffusion_loss': 0.5285356044769287, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 138.0, 'epoch': 1.38}
+{'train/ce_loss': 1.4025447368621826, 'train/diffusion_loss': 0.5304333567619324, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 108.0, 'epoch': 1.38}
+{'train/ce_loss': 1.331671118736267, 'train/diffusion_loss': 0.48526129126548767, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 87.0, 'epoch': 1.38}
+{'train/ce_loss': 1.1182154417037964, 'train/diffusion_loss': 0.4162899851799011, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.38}
+{'train/ce_loss': 1.1891827583312988, 'train/diffusion_loss': 0.48946118354797363, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 106.0, 'epoch': 1.38}
+{'train/ce_loss': 1.5067847967147827, 'train/diffusion_loss': 0.5006106495857239, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 150.0, 'epoch': 1.38}
+{'train/ce_loss': 1.3910170793533325, 'train/diffusion_loss': 0.5213624238967896, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 90.0, 'epoch': 1.38}
+{'train/ce_loss': 1.2206535339355469, 'train/diffusion_loss': 0.48962339758872986, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 141.0, 'epoch': 1.38}
+{'train/ce_loss': 1.4033633470535278, 'train/diffusion_loss': 0.48506876826286316, 'epoch': 1.38}
+{'train/learning_rate_real': 4.369194216332712e-05, 'epoch': 1.38}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.39}
+{'train/ce_loss': 1.3342909812927246, 'train/diffusion_loss': 0.6083422303199768, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 168.0, 'epoch': 1.39}
+{'train/ce_loss': 1.2330650091171265, 'train/diffusion_loss': 0.4540356397628784, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 97.0, 'epoch': 1.39}
+{'train/ce_loss': 1.0654305219650269, 'train/diffusion_loss': 0.46178436279296875, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 111.0, 'epoch': 1.39}
+{'train/ce_loss': 1.167380452156067, 'train/diffusion_loss': 0.48503801226615906, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.39}
+{'train/ce_loss': 1.6050633192062378, 'train/diffusion_loss': 0.5260676145553589, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 161.0, 'epoch': 1.39}
+{'train/ce_loss': 1.5351347923278809, 'train/diffusion_loss': 0.4944828748703003, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 97.0, 'epoch': 1.39}
+{'train/ce_loss': 1.037983775138855, 'train/diffusion_loss': 0.46755531430244446, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 129.0, 'epoch': 1.39}
+{'train/ce_loss': 1.4381206035614014, 'train/diffusion_loss': 0.511617124080658, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 209.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 209.0, 'epoch': 1.39}
+{'train/ce_loss': 1.7607530355453491, 'train/diffusion_loss': 0.5178152918815613, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 136.0, 'epoch': 1.39}
+{'train/ce_loss': 1.1691261529922485, 'train/diffusion_loss': 0.5195218920707703, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 137.0, 'epoch': 1.39}
+{'train/ce_loss': 1.164444088935852, 'train/diffusion_loss': 0.5383085608482361, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 98.0, 'epoch': 1.39}
+{'train/ce_loss': 1.0806605815887451, 'train/diffusion_loss': 0.4666033387184143, 'epoch': 1.39}
+{'train/learning_rate_real': 4.355585307510675e-05, 'epoch': 1.39}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.4}
+{'train/ce_loss': 1.1887425184249878, 'train/diffusion_loss': 0.5016868114471436, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 117.0, 'epoch': 1.4}
+{'train/ce_loss': 1.5293856859207153, 'train/diffusion_loss': 0.5937625765800476, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.4}
+{'train/ce_loss': 1.032804012298584, 'train/diffusion_loss': 0.5366513729095459, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 389.0, 'debug/num_tok_loss': 211.0, 'debug/num_lat_total': 389.0, 'debug/num_lat_loss': 211.0, 'epoch': 1.4}
+{'train/ce_loss': 1.9161497354507446, 'train/diffusion_loss': 0.48506253957748413, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 99.0, 'epoch': 1.4}
+{'train/ce_loss': 1.0673295259475708, 'train/diffusion_loss': 0.47588613629341125, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.4}
+{'train/ce_loss': 1.3468217849731445, 'train/diffusion_loss': 0.532397985458374, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 114.0, 'epoch': 1.4}
+{'train/ce_loss': 1.5967929363250732, 'train/diffusion_loss': 0.4917413294315338, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 112.0, 'epoch': 1.4}
+{'train/ce_loss': 1.0951945781707764, 'train/diffusion_loss': 0.4461691975593567, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 85.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 85.0, 'epoch': 1.4}
+{'train/ce_loss': 0.8143107295036316, 'train/diffusion_loss': 0.4994209408760071, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.4}
+{'train/ce_loss': 1.4285062551498413, 'train/diffusion_loss': 0.5494195222854614, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 124.0, 'epoch': 1.4}
+{'train/ce_loss': 1.5088269710540771, 'train/diffusion_loss': 0.5768961310386658, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 145.0, 'epoch': 1.4}
+{'train/ce_loss': 1.537850260734558, 'train/diffusion_loss': 0.5218086838722229, 'epoch': 1.4}
+{'train/learning_rate_real': 4.341852844691012e-05, 'epoch': 1.4}
+{'debug/num_tok_total': 195.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 195.0, 'debug/num_lat_loss': 80.0, 'epoch': 1.41}
+{'train/ce_loss': 0.9767634272575378, 'train/diffusion_loss': 0.48795661330223083, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.41}
+{'train/ce_loss': 1.0652754306793213, 'train/diffusion_loss': 0.5412664413452148, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 153.0, 'epoch': 1.41}
+{'train/ce_loss': 1.2560850381851196, 'train/diffusion_loss': 0.5071678757667542, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.41}
+{'train/ce_loss': 1.4346520900726318, 'train/diffusion_loss': 0.5126295685768127, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 105.0, 'epoch': 1.41}
+{'train/ce_loss': 1.2292693853378296, 'train/diffusion_loss': 0.6681278944015503, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.41}
+{'train/ce_loss': 1.6619040966033936, 'train/diffusion_loss': 0.5567386150360107, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 281.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 281.0, 'debug/num_lat_loss': 118.0, 'epoch': 1.41}
+{'train/ce_loss': 1.6293638944625854, 'train/diffusion_loss': 0.5369784235954285, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 167.0, 'epoch': 1.41}
+{'train/ce_loss': 1.5249354839324951, 'train/diffusion_loss': 0.5091285109519958, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 92.0, 'epoch': 1.41}
+{'train/ce_loss': 1.1875543594360352, 'train/diffusion_loss': 0.40568527579307556, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 117.0, 'epoch': 1.41}
+{'train/ce_loss': 1.1371346712112427, 'train/diffusion_loss': 0.5783880949020386, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 420.0, 'debug/num_tok_loss': 223.0, 'debug/num_lat_total': 420.0, 'debug/num_lat_loss': 223.0, 'epoch': 1.41}
+{'train/ce_loss': 1.4649872779846191, 'train/diffusion_loss': 0.5135613679885864, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 135.0, 'epoch': 1.41}
+{'train/ce_loss': 1.44548499584198, 'train/diffusion_loss': 0.5186229944229126, 'epoch': 1.41}
+{'train/learning_rate_real': 4.32799774224865e-05, 'epoch': 1.41}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.42}
+{'train/ce_loss': 1.2108268737792969, 'train/diffusion_loss': 0.43592798709869385, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 71.0, 'epoch': 1.42}
+{'train/ce_loss': 0.8373119235038757, 'train/diffusion_loss': 0.3820333480834961, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 170.0, 'epoch': 1.42}
+{'train/ce_loss': 1.6199320554733276, 'train/diffusion_loss': 0.5448917746543884, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 191.0, 'epoch': 1.42}
+{'train/ce_loss': 1.5447849035263062, 'train/diffusion_loss': 0.5210422873497009, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.42}
+{'train/ce_loss': 1.3415718078613281, 'train/diffusion_loss': 0.5859563946723938, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 130.0, 'epoch': 1.42}
+{'train/ce_loss': 1.2637262344360352, 'train/diffusion_loss': 0.5084525942802429, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 127.0, 'epoch': 1.42}
+{'train/ce_loss': 1.4071986675262451, 'train/diffusion_loss': 0.5856310129165649, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 171.0, 'epoch': 1.42}
+{'train/ce_loss': 1.5694445371627808, 'train/diffusion_loss': 0.561267614364624, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 154.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 154.0, 'epoch': 1.42}
+{'train/ce_loss': 1.240067481994629, 'train/diffusion_loss': 0.4970420300960541, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.42}
+{'train/ce_loss': 1.2310436964035034, 'train/diffusion_loss': 0.49059662222862244, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 178.0, 'epoch': 1.42}
+{'train/ce_loss': 1.3970047235488892, 'train/diffusion_loss': 0.5832192897796631, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 412.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 412.0, 'debug/num_lat_loss': 213.0, 'epoch': 1.42}
+{'train/ce_loss': 1.777321457862854, 'train/diffusion_loss': 0.589686393737793, 'epoch': 1.42}
+{'train/learning_rate_real': 4.3140209227244624e-05, 'epoch': 1.42}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 196.0, 'epoch': 1.44}
+{'train/ce_loss': 1.5612457990646362, 'train/diffusion_loss': 0.5052327513694763, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 136.0, 'epoch': 1.44}
+{'train/ce_loss': 1.4746285676956177, 'train/diffusion_loss': 0.5035790801048279, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 143.0, 'epoch': 1.44}
+{'train/ce_loss': 1.8688428401947021, 'train/diffusion_loss': 0.6056894659996033, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'debug/num_tok_total': 360.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 360.0, 'debug/num_lat_loss': 161.0, 'epoch': 1.44}
+{'train/ce_loss': 1.4179930686950684, 'train/diffusion_loss': 0.5680608153343201, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 101.0, 'epoch': 1.44}
+{'train/ce_loss': 1.1198292970657349, 'train/diffusion_loss': 0.570448100566864, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.44}
+{'train/ce_loss': 1.384253740310669, 'train/diffusion_loss': 0.5550892949104309, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 144.0, 'epoch': 1.44}
+{'train/ce_loss': 1.4221912622451782, 'train/diffusion_loss': 0.5414890646934509, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 173.0, 'epoch': 1.44}
+{'train/ce_loss': 1.4983439445495605, 'train/diffusion_loss': 0.5372390151023865, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'debug/num_tok_total': 170.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 170.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.44}
+{'train/ce_loss': 1.114959955215454, 'train/diffusion_loss': 0.5370999574661255, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 161.0, 'epoch': 1.44}
+{'train/ce_loss': 1.6498974561691284, 'train/diffusion_loss': 0.49693697690963745, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 143.0, 'epoch': 1.44}
+{'train/ce_loss': 1.8824690580368042, 'train/diffusion_loss': 0.5321042537689209, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 144.0, 'epoch': 1.44}
+{'train/ce_loss': 1.7552293539047241, 'train/diffusion_loss': 0.5309732556343079, 'epoch': 1.44}
+{'train/learning_rate_real': 4.299923316763848e-05, 'epoch': 1.44}
+{'loss': 20.8088, 'grad_norm': 20.833770751953125, 'learning_rate': 4.299923316763848e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 97.0, 'epoch': 1.45}
+{'train/ce_loss': 1.0828685760498047, 'train/diffusion_loss': 0.47035765647888184, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.45}
+{'train/ce_loss': 1.7562758922576904, 'train/diffusion_loss': 0.5077513456344604, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.45}
+{'train/ce_loss': 1.6374831199645996, 'train/diffusion_loss': 0.49700260162353516, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.45}
+{'train/ce_loss': 1.2712658643722534, 'train/diffusion_loss': 0.6347163319587708, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 86.0, 'epoch': 1.45}
+{'train/ce_loss': 0.9136348366737366, 'train/diffusion_loss': 0.47395727038383484, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 177.0, 'epoch': 1.45}
+{'train/ce_loss': 1.3525947332382202, 'train/diffusion_loss': 0.5546976923942566, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 105.0, 'epoch': 1.45}
+{'train/ce_loss': 1.1553950309753418, 'train/diffusion_loss': 0.4557265043258667, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 164.0, 'epoch': 1.45}
+{'train/ce_loss': 1.3262057304382324, 'train/diffusion_loss': 0.5355877876281738, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.45}
+{'train/ce_loss': 1.6716954708099365, 'train/diffusion_loss': 0.5282016396522522, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 183.0, 'epoch': 1.45}
+{'train/ce_loss': 1.3792555332183838, 'train/diffusion_loss': 0.48357778787612915, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 108.0, 'epoch': 1.45}
+{'train/ce_loss': 1.1765344142913818, 'train/diffusion_loss': 0.5073877573013306, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.45}
+{'train/ce_loss': 1.4360144138336182, 'train/diffusion_loss': 0.5779105424880981, 'epoch': 1.45}
+{'train/learning_rate_real': 4.2857058630547594e-05, 'epoch': 1.45}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 75.0, 'epoch': 1.46}
+{'train/ce_loss': 1.0244338512420654, 'train/diffusion_loss': 0.45457398891448975, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 167.0, 'debug/num_tok_loss': 54.0, 'debug/num_lat_total': 167.0, 'debug/num_lat_loss': 54.0, 'epoch': 1.46}
+{'train/ce_loss': 0.6253370046615601, 'train/diffusion_loss': 0.41470086574554443, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 123.0, 'epoch': 1.46}
+{'train/ce_loss': 1.2274538278579712, 'train/diffusion_loss': 0.5016645193099976, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 58.0, 'epoch': 1.46}
+{'train/ce_loss': 0.9473617672920227, 'train/diffusion_loss': 0.49732694029808044, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 94.0, 'epoch': 1.46}
+{'train/ce_loss': 0.9317481517791748, 'train/diffusion_loss': 0.4833008646965027, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 123.0, 'epoch': 1.46}
+{'train/ce_loss': 1.2147676944732666, 'train/diffusion_loss': 0.48416632413864136, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 377.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 377.0, 'debug/num_lat_loss': 191.0, 'epoch': 1.46}
+{'train/ce_loss': 1.6862711906433105, 'train/diffusion_loss': 0.5303602814674377, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 426.0, 'debug/num_tok_loss': 230.0, 'debug/num_lat_total': 426.0, 'debug/num_lat_loss': 230.0, 'epoch': 1.46}
+{'train/ce_loss': 1.785704493522644, 'train/diffusion_loss': 0.5760388374328613, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 94.0, 'epoch': 1.46}
+{'train/ce_loss': 1.072822093963623, 'train/diffusion_loss': 0.42990079522132874, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 115.0, 'epoch': 1.46}
+{'train/ce_loss': 1.623092532157898, 'train/diffusion_loss': 0.5385138988494873, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 130.0, 'epoch': 1.46}
+{'train/ce_loss': 0.8863786458969116, 'train/diffusion_loss': 0.5276932120323181, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 1.46}
+{'train/ce_loss': 1.007696270942688, 'train/diffusion_loss': 0.4446353614330292, 'epoch': 1.46}
+{'train/learning_rate_real': 4.2713695082652015e-05, 'epoch': 1.46}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 137.0, 'epoch': 1.47}
+{'train/ce_loss': 1.2583911418914795, 'train/diffusion_loss': 0.5679570436477661, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 376.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 376.0, 'debug/num_lat_loss': 180.0, 'epoch': 1.47}
+{'train/ce_loss': 1.5901358127593994, 'train/diffusion_loss': 0.4942019283771515, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 55.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 55.0, 'epoch': 1.47}
+{'train/ce_loss': 0.8646713495254517, 'train/diffusion_loss': 0.44288673996925354, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 63.0, 'epoch': 1.47}
+{'train/ce_loss': 0.8145012855529785, 'train/diffusion_loss': 0.48914870619773865, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 151.0, 'epoch': 1.47}
+{'train/ce_loss': 1.598347783088684, 'train/diffusion_loss': 0.5880755186080933, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 137.0, 'epoch': 1.47}
+{'train/ce_loss': 1.635074496269226, 'train/diffusion_loss': 0.5801158547401428, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 157.0, 'epoch': 1.47}
+{'train/ce_loss': 1.324875831604004, 'train/diffusion_loss': 0.4606435000896454, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 93.0, 'epoch': 1.47}
+{'train/ce_loss': 1.3427256345748901, 'train/diffusion_loss': 0.5020548105239868, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 158.0, 'epoch': 1.47}
+{'train/ce_loss': 1.255736231803894, 'train/diffusion_loss': 0.4827503263950348, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 94.0, 'epoch': 1.47}
+{'train/ce_loss': 0.8784162998199463, 'train/diffusion_loss': 0.49920329451560974, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 171.0, 'epoch': 1.47}
+{'train/ce_loss': 1.7197917699813843, 'train/diffusion_loss': 0.5360348224639893, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 208.0, 'epoch': 1.47}
+{'train/ce_loss': 1.7211378812789917, 'train/diffusion_loss': 0.47986289858818054, 'epoch': 1.47}
+{'train/learning_rate_real': 4.2569152069801994e-05, 'epoch': 1.47}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 97.0, 'epoch': 1.48}
+{'train/ce_loss': 1.2814851999282837, 'train/diffusion_loss': 0.5026226043701172, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 166.0, 'epoch': 1.48}
+{'train/ce_loss': 1.6397980451583862, 'train/diffusion_loss': 0.5238485336303711, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.48}
+{'train/ce_loss': 1.150696039199829, 'train/diffusion_loss': 0.523250937461853, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 114.0, 'epoch': 1.48}
+{'train/ce_loss': 1.0885882377624512, 'train/diffusion_loss': 0.4470851421356201, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 112.0, 'epoch': 1.48}
+{'train/ce_loss': 1.3018652200698853, 'train/diffusion_loss': 0.5294621586799622, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.48}
+{'train/ce_loss': 1.0522676706314087, 'train/diffusion_loss': 0.48460596799850464, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 77.0, 'epoch': 1.48}
+{'train/ce_loss': 1.0956099033355713, 'train/diffusion_loss': 0.49889838695526123, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.48}
+{'train/ce_loss': 1.091278076171875, 'train/diffusion_loss': 0.4273824989795685, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 88.0, 'epoch': 1.48}
+{'train/ce_loss': 1.0200892686843872, 'train/diffusion_loss': 0.47501859068870544, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 190.0, 'epoch': 1.48}
+{'train/ce_loss': 1.4791895151138306, 'train/diffusion_loss': 0.5210465788841248, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 101.0, 'epoch': 1.48}
+{'train/ce_loss': 1.2540796995162964, 'train/diffusion_loss': 0.4895016849040985, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 140.0, 'epoch': 1.48}
+{'train/ce_loss': 1.1040345430374146, 'train/diffusion_loss': 0.5109056830406189, 'epoch': 1.48}
+{'train/learning_rate_real': 4.242343921638234e-05, 'epoch': 1.48}
+{'debug/num_tok_total': 380.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 380.0, 'debug/num_lat_loss': 186.0, 'epoch': 1.5}
+{'train/ce_loss': 1.606461763381958, 'train/diffusion_loss': 0.5370684266090393, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 166.0, 'epoch': 1.5}
+{'train/ce_loss': 1.9559510946273804, 'train/diffusion_loss': 0.49550604820251465, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.5}
+{'train/ce_loss': 1.0864554643630981, 'train/diffusion_loss': 0.5339034795761108, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 68.0, 'epoch': 1.5}
+{'train/ce_loss': 0.48868197202682495, 'train/diffusion_loss': 0.4641950726509094, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 164.0, 'epoch': 1.5}
+{'train/ce_loss': 1.7769709825515747, 'train/diffusion_loss': 0.5804528594017029, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 206.0, 'epoch': 1.5}
+{'train/ce_loss': 1.698635220527649, 'train/diffusion_loss': 0.5314827561378479, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 398.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 398.0, 'debug/num_lat_loss': 218.0, 'epoch': 1.5}
+{'train/ce_loss': 1.8405481576919556, 'train/diffusion_loss': 0.5219855308532715, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.5}
+{'train/ce_loss': 1.7159159183502197, 'train/diffusion_loss': 0.4976946711540222, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 100.0, 'epoch': 1.5}
+{'train/ce_loss': 1.3056271076202393, 'train/diffusion_loss': 0.5386184453964233, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.5}
+{'train/ce_loss': 1.0571279525756836, 'train/diffusion_loss': 0.485950767993927, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 83.0, 'epoch': 1.5}
+{'train/ce_loss': 0.8511653542518616, 'train/diffusion_loss': 0.4567270576953888, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 217.0, 'debug/num_tok_loss': 62.0, 'debug/num_lat_total': 217.0, 'debug/num_lat_loss': 62.0, 'epoch': 1.5}
+{'train/ce_loss': 0.7947847843170166, 'train/diffusion_loss': 0.4487698972225189, 'epoch': 1.5}
+{'train/learning_rate_real': 4.227656622467162e-05, 'epoch': 1.5}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 109.0, 'epoch': 1.51}
+{'train/ce_loss': 1.2035748958587646, 'train/diffusion_loss': 0.5004702210426331, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 166.0, 'epoch': 1.51}
+{'train/ce_loss': 1.4510650634765625, 'train/diffusion_loss': 0.5228118896484375, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 170.0, 'epoch': 1.51}
+{'train/ce_loss': 1.7810136079788208, 'train/diffusion_loss': 0.6465684175491333, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.51}
+{'train/ce_loss': 1.595871090888977, 'train/diffusion_loss': 0.5647069811820984, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 153.0, 'epoch': 1.51}
+{'train/ce_loss': 1.4875329732894897, 'train/diffusion_loss': 0.5133128762245178, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 129.0, 'epoch': 1.51}
+{'train/ce_loss': 1.5466721057891846, 'train/diffusion_loss': 0.539100706577301, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 146.0, 'epoch': 1.51}
+{'train/ce_loss': 1.3664156198501587, 'train/diffusion_loss': 0.4938817024230957, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 157.0, 'epoch': 1.51}
+{'train/ce_loss': 1.5115913152694702, 'train/diffusion_loss': 0.5317879319190979, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 59.0, 'epoch': 1.51}
+{'train/ce_loss': 0.8499282002449036, 'train/diffusion_loss': 0.4456760585308075, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.51}
+{'train/ce_loss': 1.3309948444366455, 'train/diffusion_loss': 0.5396671891212463, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 169.0, 'epoch': 1.51}
+{'train/ce_loss': 1.0282831192016602, 'train/diffusion_loss': 0.4537261426448822, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.51}
+{'train/ce_loss': 1.0317672491073608, 'train/diffusion_loss': 0.5244201421737671, 'epoch': 1.51}
+{'train/learning_rate_real': 4.212854287419611e-05, 'epoch': 1.51}
+{'debug/num_tok_total': 367.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 367.0, 'debug/num_lat_loss': 189.0, 'epoch': 1.52}
+{'train/ce_loss': 1.66448974609375, 'train/diffusion_loss': 0.5818185210227966, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 124.0, 'epoch': 1.52}
+{'train/ce_loss': 1.3623998165130615, 'train/diffusion_loss': 0.5771661400794983, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 115.0, 'epoch': 1.52}
+{'train/ce_loss': 1.202457070350647, 'train/diffusion_loss': 0.4626149833202362, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 133.0, 'epoch': 1.52}
+{'train/ce_loss': 1.3237133026123047, 'train/diffusion_loss': 0.4991218149662018, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 171.0, 'epoch': 1.52}
+{'train/ce_loss': 1.5948224067687988, 'train/diffusion_loss': 0.4847200810909271, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 145.0, 'epoch': 1.52}
+{'train/ce_loss': 2.050360918045044, 'train/diffusion_loss': 0.6015832424163818, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 135.0, 'epoch': 1.52}
+{'train/ce_loss': 1.4355803728103638, 'train/diffusion_loss': 0.5414050221443176, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 157.0, 'epoch': 1.52}
+{'train/ce_loss': 1.6052075624465942, 'train/diffusion_loss': 0.5122853517532349, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.52}
+{'train/ce_loss': 1.097300410270691, 'train/diffusion_loss': 0.5230956077575684, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 124.0, 'epoch': 1.52}
+{'train/ce_loss': 1.2818576097488403, 'train/diffusion_loss': 0.5277906656265259, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 144.0, 'epoch': 1.52}
+{'train/ce_loss': 1.4704324007034302, 'train/diffusion_loss': 0.5065512657165527, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.52}
+{'train/ce_loss': 1.3681952953338623, 'train/diffusion_loss': 0.5042412281036377, 'epoch': 1.52}
+{'train/learning_rate_real': 4.197937902107863e-05, 'epoch': 1.52}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 52.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 52.0, 'epoch': 1.53}
+{'train/ce_loss': 0.8780437707901001, 'train/diffusion_loss': 0.41002026200294495, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 122.0, 'epoch': 1.53}
+{'train/ce_loss': 1.4155902862548828, 'train/diffusion_loss': 0.5545171499252319, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 157.0, 'epoch': 1.53}
+{'train/ce_loss': 1.8040393590927124, 'train/diffusion_loss': 0.5361652970314026, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 185.0, 'epoch': 1.53}
+{'train/ce_loss': 1.9331295490264893, 'train/diffusion_loss': 0.5304843783378601, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 423.0, 'debug/num_tok_loss': 237.0, 'debug/num_lat_total': 423.0, 'debug/num_lat_loss': 237.0, 'epoch': 1.53}
+{'train/ce_loss': 1.9520528316497803, 'train/diffusion_loss': 0.5074560642242432, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 163.0, 'epoch': 1.53}
+{'train/ce_loss': 1.664801836013794, 'train/diffusion_loss': 0.43521827459335327, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 181.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 181.0, 'epoch': 1.53}
+{'train/ce_loss': 1.7213263511657715, 'train/diffusion_loss': 0.5979774594306946, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 117.0, 'epoch': 1.53}
+{'train/ce_loss': 0.9654881954193115, 'train/diffusion_loss': 0.4899286925792694, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 203.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 203.0, 'epoch': 1.53}
+{'train/ce_loss': 1.4904195070266724, 'train/diffusion_loss': 0.5974253416061401, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 74.0, 'epoch': 1.53}
+{'train/ce_loss': 0.895034670829773, 'train/diffusion_loss': 0.4716486632823944, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 50.0, 'epoch': 1.53}
+{'train/ce_loss': 0.6026891469955444, 'train/diffusion_loss': 0.4811643064022064, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 167.0, 'epoch': 1.53}
+{'train/ce_loss': 1.864008903503418, 'train/diffusion_loss': 0.6252661943435669, 'epoch': 1.53}
+{'train/learning_rate_real': 4.182908459738226e-05, 'epoch': 1.53}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 138.0, 'epoch': 1.54}
+{'train/ce_loss': 1.124068021774292, 'train/diffusion_loss': 0.43524032831192017, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 169.0, 'epoch': 1.54}
+{'train/ce_loss': 1.4310858249664307, 'train/diffusion_loss': 0.5395384430885315, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 150.0, 'epoch': 1.54}
+{'train/ce_loss': 1.79856276512146, 'train/diffusion_loss': 0.5776917934417725, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 120.0, 'epoch': 1.54}
+{'train/ce_loss': 1.1513943672180176, 'train/diffusion_loss': 0.494454026222229, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 385.0, 'debug/num_tok_loss': 202.0, 'debug/num_lat_total': 385.0, 'debug/num_lat_loss': 202.0, 'epoch': 1.54}
+{'train/ce_loss': 1.5549553632736206, 'train/diffusion_loss': 0.5459563732147217, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 181.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 181.0, 'epoch': 1.54}
+{'train/ce_loss': 1.3167661428451538, 'train/diffusion_loss': 0.515711784362793, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 95.0, 'epoch': 1.54}
+{'train/ce_loss': 1.1334632635116577, 'train/diffusion_loss': 0.4944562613964081, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 95.0, 'epoch': 1.54}
+{'train/ce_loss': 0.8722825646400452, 'train/diffusion_loss': 0.5064650774002075, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 330.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 330.0, 'debug/num_lat_loss': 191.0, 'epoch': 1.54}
+{'train/ce_loss': 1.3198158740997314, 'train/diffusion_loss': 0.4877225458621979, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 99.0, 'epoch': 1.54}
+{'train/ce_loss': 0.858739972114563, 'train/diffusion_loss': 0.5174175500869751, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 70.0, 'epoch': 1.54}
+{'train/ce_loss': 0.8754135370254517, 'train/diffusion_loss': 0.4179282486438751, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.54}
+{'train/ce_loss': 1.4219138622283936, 'train/diffusion_loss': 0.5355040431022644, 'epoch': 1.54}
+{'train/learning_rate_real': 4.167766961044907e-05, 'epoch': 1.54}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 176.0, 'epoch': 1.56}
+{'train/ce_loss': 1.774259328842163, 'train/diffusion_loss': 0.5702583193778992, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 134.0, 'epoch': 1.56}
+{'train/ce_loss': 1.5573248863220215, 'train/diffusion_loss': 0.5532764792442322, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 196.0, 'epoch': 1.56}
+{'train/ce_loss': 1.7406483888626099, 'train/diffusion_loss': 0.514550507068634, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.56}
+{'train/ce_loss': 1.4316232204437256, 'train/diffusion_loss': 0.49752601981163025, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.56}
+{'train/ce_loss': 0.9847536087036133, 'train/diffusion_loss': 0.47552308440208435, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'debug/num_tok_total': 185.0, 'debug/num_tok_loss': 41.0, 'debug/num_lat_total': 185.0, 'debug/num_lat_loss': 41.0, 'epoch': 1.56}
+{'train/ce_loss': 0.6943905353546143, 'train/diffusion_loss': 0.4120684564113617, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 140.0, 'epoch': 1.56}
+{'train/ce_loss': 1.3882324695587158, 'train/diffusion_loss': 0.4577856957912445, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 151.0, 'epoch': 1.56}
+{'train/ce_loss': 1.2876437902450562, 'train/diffusion_loss': 0.5043035745620728, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.56}
+{'train/ce_loss': 1.1068449020385742, 'train/diffusion_loss': 0.531215250492096, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.56}
+{'train/ce_loss': 1.2204976081848145, 'train/diffusion_loss': 0.4383617043495178, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 138.0, 'epoch': 1.56}
+{'train/ce_loss': 1.4385266304016113, 'train/diffusion_loss': 0.5245082974433899, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'debug/num_tok_total': 281.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 281.0, 'debug/num_lat_loss': 71.0, 'epoch': 1.56}
+{'train/ce_loss': 1.0991007089614868, 'train/diffusion_loss': 0.45175719261169434, 'epoch': 1.56}
+{'train/learning_rate_real': 4.1525144142233705e-05, 'epoch': 1.56}
+{'loss': 20.3167, 'grad_norm': 20.671836853027344, 'learning_rate': 4.1525144142233705e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 81.0, 'epoch': 1.57}
+{'train/ce_loss': 0.9909714460372925, 'train/diffusion_loss': 0.44594696164131165, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 88.0, 'epoch': 1.57}
+{'train/ce_loss': 0.9021311402320862, 'train/diffusion_loss': 0.4975277781486511, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.57}
+{'train/ce_loss': 1.5556402206420898, 'train/diffusion_loss': 0.5536786317825317, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 378.0, 'debug/num_tok_loss': 200.0, 'debug/num_lat_total': 378.0, 'debug/num_lat_loss': 200.0, 'epoch': 1.57}
+{'train/ce_loss': 2.007227659225464, 'train/diffusion_loss': 0.5278131365776062, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 100.0, 'epoch': 1.57}
+{'train/ce_loss': 1.4278435707092285, 'train/diffusion_loss': 0.5306923389434814, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.57}
+{'train/ce_loss': 1.1210519075393677, 'train/diffusion_loss': 0.5941078662872314, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.57}
+{'train/ce_loss': 1.5593633651733398, 'train/diffusion_loss': 0.5041704773902893, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 144.0, 'epoch': 1.57}
+{'train/ce_loss': 1.4102970361709595, 'train/diffusion_loss': 0.5310385823249817, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 167.0, 'epoch': 1.57}
+{'train/ce_loss': 1.489702820777893, 'train/diffusion_loss': 0.5257681608200073, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 141.0, 'epoch': 1.57}
+{'train/ce_loss': 1.5160505771636963, 'train/diffusion_loss': 0.5053994655609131, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.57}
+{'train/ce_loss': 1.5196521282196045, 'train/diffusion_loss': 0.5460507869720459, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.57}
+{'train/ce_loss': 1.3683898448944092, 'train/diffusion_loss': 0.5513389706611633, 'epoch': 1.57}
+{'train/learning_rate_real': 4.137151834863213e-05, 'epoch': 1.57}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 164.0, 'epoch': 1.58}
+{'train/ce_loss': 1.801533818244934, 'train/diffusion_loss': 0.5419444441795349, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 107.0, 'epoch': 1.58}
+{'train/ce_loss': 1.1821885108947754, 'train/diffusion_loss': 0.4892090857028961, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.58}
+{'train/ce_loss': 1.3056437969207764, 'train/diffusion_loss': 0.46088671684265137, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 129.0, 'epoch': 1.58}
+{'train/ce_loss': 1.2971327304840088, 'train/diffusion_loss': 0.47168394923210144, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 190.0, 'epoch': 1.58}
+{'train/ce_loss': 1.4462156295776367, 'train/diffusion_loss': 0.5280458927154541, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 139.0, 'epoch': 1.58}
+{'train/ce_loss': 1.2561894655227661, 'train/diffusion_loss': 0.45186010003089905, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 118.0, 'epoch': 1.58}
+{'train/ce_loss': 1.3435481786727905, 'train/diffusion_loss': 0.5248333811759949, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 99.0, 'epoch': 1.58}
+{'train/ce_loss': 1.0491340160369873, 'train/diffusion_loss': 0.5494374632835388, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 87.0, 'epoch': 1.58}
+{'train/ce_loss': 1.1000893115997314, 'train/diffusion_loss': 0.48122766613960266, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.58}
+{'train/ce_loss': 1.5669392347335815, 'train/diffusion_loss': 0.5264459848403931, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 74.0, 'epoch': 1.58}
+{'train/ce_loss': 0.8796563744544983, 'train/diffusion_loss': 0.4109187126159668, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 164.0, 'epoch': 1.58}
+{'train/ce_loss': 1.6586536169052124, 'train/diffusion_loss': 0.4704534709453583, 'epoch': 1.58}
+{'train/learning_rate_real': 4.121680245880539e-05, 'epoch': 1.58}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.59}
+{'train/ce_loss': 1.1362930536270142, 'train/diffusion_loss': 0.5686180591583252, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 63.0, 'epoch': 1.59}
+{'train/ce_loss': 0.7693740129470825, 'train/diffusion_loss': 0.39635956287384033, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 94.0, 'epoch': 1.59}
+{'train/ce_loss': 1.3950297832489014, 'train/diffusion_loss': 0.5057173371315002, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 122.0, 'epoch': 1.59}
+{'train/ce_loss': 1.13510000705719, 'train/diffusion_loss': 0.5222234725952148, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 73.0, 'epoch': 1.59}
+{'train/ce_loss': 0.9867914319038391, 'train/diffusion_loss': 0.5396355986595154, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 100.0, 'epoch': 1.59}
+{'train/ce_loss': 1.1826541423797607, 'train/diffusion_loss': 0.5368465781211853, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 112.0, 'epoch': 1.59}
+{'train/ce_loss': 1.2098711729049683, 'train/diffusion_loss': 0.4423125982284546, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 107.0, 'epoch': 1.59}
+{'train/ce_loss': 1.2018074989318848, 'train/diffusion_loss': 0.4783851206302643, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 169.0, 'epoch': 1.59}
+{'train/ce_loss': 2.1023354530334473, 'train/diffusion_loss': 0.517694890499115, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 169.0, 'epoch': 1.59}
+{'train/ce_loss': 1.6117103099822998, 'train/diffusion_loss': 0.5191242098808289, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 109.0, 'epoch': 1.59}
+{'train/ce_loss': 1.285812497138977, 'train/diffusion_loss': 0.5346391201019287, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 185.0, 'epoch': 1.59}
+{'train/ce_loss': 1.6958507299423218, 'train/diffusion_loss': 0.5527534484863281, 'epoch': 1.59}
+{'train/learning_rate_real': 4.106100677449851e-05, 'epoch': 1.59}
+{'debug/num_tok_total': 216.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 216.0, 'debug/num_lat_loss': 72.0, 'epoch': 1.6}
+{'train/ce_loss': 1.021755576133728, 'train/diffusion_loss': 0.4414825439453125, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.6}
+{'train/ce_loss': 1.454810380935669, 'train/diffusion_loss': 0.48347386717796326, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.6}
+{'train/ce_loss': 1.306575894355774, 'train/diffusion_loss': 0.5321769118309021, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 178.0, 'epoch': 1.6}
+{'train/ce_loss': 1.5491029024124146, 'train/diffusion_loss': 0.5641219019889832, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.6}
+{'train/ce_loss': 1.829554557800293, 'train/diffusion_loss': 0.5113064646720886, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 160.0, 'epoch': 1.6}
+{'train/ce_loss': 1.6547715663909912, 'train/diffusion_loss': 0.592450737953186, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 108.0, 'epoch': 1.6}
+{'train/ce_loss': 1.2475894689559937, 'train/diffusion_loss': 0.5545998811721802, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.6}
+{'train/ce_loss': 1.6230968236923218, 'train/diffusion_loss': 0.5491172671318054, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 130.0, 'epoch': 1.6}
+{'train/ce_loss': 1.4677356481552124, 'train/diffusion_loss': 0.5514244437217712, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 226.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 226.0, 'epoch': 1.6}
+{'train/ce_loss': 1.6216669082641602, 'train/diffusion_loss': 0.5946359634399414, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 207.0, 'epoch': 1.6}
+{'train/ce_loss': 1.9138444662094116, 'train/diffusion_loss': 0.5300228595733643, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 106.0, 'epoch': 1.6}
+{'train/ce_loss': 1.370727300643921, 'train/diffusion_loss': 0.5253660082817078, 'epoch': 1.6}
+{'train/learning_rate_real': 4.0904141669354504e-05, 'epoch': 1.6}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 118.0, 'epoch': 1.62}
+{'train/ce_loss': 1.5077961683273315, 'train/diffusion_loss': 0.5468011498451233, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 215.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 215.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.62}
+{'train/ce_loss': 1.1581306457519531, 'train/diffusion_loss': 0.5362454652786255, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 140.0, 'epoch': 1.62}
+{'train/ce_loss': 1.4964810609817505, 'train/diffusion_loss': 0.4700774550437927, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 94.0, 'epoch': 1.62}
+{'train/ce_loss': 1.2237309217453003, 'train/diffusion_loss': 0.5479661226272583, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 99.0, 'epoch': 1.62}
+{'train/ce_loss': 1.4422717094421387, 'train/diffusion_loss': 0.4889727532863617, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 141.0, 'epoch': 1.62}
+{'train/ce_loss': 1.433566927909851, 'train/diffusion_loss': 0.47136378288269043, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 73.0, 'epoch': 1.62}
+{'train/ce_loss': 1.0287455320358276, 'train/diffusion_loss': 0.511756181716919, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 133.0, 'epoch': 1.62}
+{'train/ce_loss': 1.3060693740844727, 'train/diffusion_loss': 0.535443902015686, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.62}
+{'train/ce_loss': 1.388702630996704, 'train/diffusion_loss': 0.4907751679420471, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 93.0, 'epoch': 1.62}
+{'train/ce_loss': 0.994093656539917, 'train/diffusion_loss': 0.4460158944129944, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 176.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 176.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.62}
+{'train/ce_loss': 1.0938905477523804, 'train/diffusion_loss': 0.5113329887390137, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 148.0, 'epoch': 1.62}
+{'train/ce_loss': 1.417549729347229, 'train/diffusion_loss': 0.49976474046707153, 'epoch': 1.62}
+{'train/learning_rate_real': 4.0746217588223724e-05, 'epoch': 1.62}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 67.0, 'epoch': 1.63}
+{'train/ce_loss': 0.8648879528045654, 'train/diffusion_loss': 0.45855656266212463, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 104.0, 'epoch': 1.63}
+{'train/ce_loss': 0.9968792796134949, 'train/diffusion_loss': 0.5715715885162354, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 194.0, 'epoch': 1.63}
+{'train/ce_loss': 1.7537436485290527, 'train/diffusion_loss': 0.5259886384010315, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.63}
+{'train/ce_loss': 1.5888710021972656, 'train/diffusion_loss': 0.5377967357635498, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 104.0, 'epoch': 1.63}
+{'train/ce_loss': 1.3407530784606934, 'train/diffusion_loss': 0.523807942867279, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 133.0, 'epoch': 1.63}
+{'train/ce_loss': 1.3477498292922974, 'train/diffusion_loss': 0.5050134062767029, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 182.0, 'debug/num_tok_loss': 53.0, 'debug/num_lat_total': 182.0, 'debug/num_lat_loss': 53.0, 'epoch': 1.63}
+{'train/ce_loss': 0.806891679763794, 'train/diffusion_loss': 0.3450339138507843, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.63}
+{'train/ce_loss': 1.0326529741287231, 'train/diffusion_loss': 0.5530431270599365, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 387.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 387.0, 'debug/num_lat_loss': 204.0, 'epoch': 1.63}
+{'train/ce_loss': 1.6846815347671509, 'train/diffusion_loss': 0.5929356813430786, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 227.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 227.0, 'debug/num_lat_loss': 114.0, 'epoch': 1.63}
+{'train/ce_loss': 1.265099048614502, 'train/diffusion_loss': 0.48031577467918396, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 108.0, 'epoch': 1.63}
+{'train/ce_loss': 1.1707173585891724, 'train/diffusion_loss': 0.49759793281555176, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.63}
+{'train/ce_loss': 1.360054612159729, 'train/diffusion_loss': 0.5387313961982727, 'epoch': 1.63}
+{'train/learning_rate_real': 4.058724504646834e-05, 'epoch': 1.63}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 141.0, 'epoch': 1.64}
+{'train/ce_loss': 1.475826621055603, 'train/diffusion_loss': 0.5259099006652832, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 135.0, 'epoch': 1.64}
+{'train/ce_loss': 1.1925402879714966, 'train/diffusion_loss': 0.48582836985588074, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 160.0, 'epoch': 1.64}
+{'train/ce_loss': 1.3900153636932373, 'train/diffusion_loss': 0.4956493377685547, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 167.0, 'epoch': 1.64}
+{'train/ce_loss': 1.6175259351730347, 'train/diffusion_loss': 0.49513986706733704, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.64}
+{'train/ce_loss': 1.500601053237915, 'train/diffusion_loss': 0.5203557014465332, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 76.0, 'epoch': 1.64}
+{'train/ce_loss': 0.8027595281600952, 'train/diffusion_loss': 0.4389212429523468, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 185.0, 'epoch': 1.64}
+{'train/ce_loss': 1.7498434782028198, 'train/diffusion_loss': 0.4933066964149475, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 168.0, 'epoch': 1.64}
+{'train/ce_loss': 1.6548362970352173, 'train/diffusion_loss': 0.5541317462921143, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 130.0, 'epoch': 1.64}
+{'train/ce_loss': 1.2702019214630127, 'train/diffusion_loss': 0.5391192436218262, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 180.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 180.0, 'debug/num_lat_loss': 106.0, 'epoch': 1.64}
+{'train/ce_loss': 1.2129415273666382, 'train/diffusion_loss': 0.4827112853527069, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 166.0, 'epoch': 1.64}
+{'train/ce_loss': 1.513519525527954, 'train/diffusion_loss': 0.536710798740387, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 180.0, 'epoch': 1.64}
+{'train/ce_loss': 1.2519292831420898, 'train/diffusion_loss': 0.489250123500824, 'epoch': 1.64}
+{'train/learning_rate_real': 4.042723462926219e-05, 'epoch': 1.64}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 182.0, 'epoch': 1.65}
+{'train/ce_loss': 1.3791214227676392, 'train/diffusion_loss': 0.5735859274864197, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 148.0, 'epoch': 1.65}
+{'train/ce_loss': 1.6698722839355469, 'train/diffusion_loss': 0.519635796546936, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 97.0, 'epoch': 1.65}
+{'train/ce_loss': 0.9947420358657837, 'train/diffusion_loss': 0.45533958077430725, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 104.0, 'epoch': 1.65}
+{'train/ce_loss': 1.1859415769577026, 'train/diffusion_loss': 0.4990737736225128, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 99.0, 'epoch': 1.65}
+{'train/ce_loss': 1.0917627811431885, 'train/diffusion_loss': 0.5381808876991272, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 145.0, 'epoch': 1.65}
+{'train/ce_loss': 1.274664282798767, 'train/diffusion_loss': 0.515601634979248, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 122.0, 'epoch': 1.65}
+{'train/ce_loss': 1.2371526956558228, 'train/diffusion_loss': 0.5330807566642761, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 200.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 200.0, 'epoch': 1.65}
+{'train/ce_loss': 1.5548617839813232, 'train/diffusion_loss': 0.5049642324447632, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 117.0, 'epoch': 1.65}
+{'train/ce_loss': 1.3549485206604004, 'train/diffusion_loss': 0.5342532992362976, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 94.0, 'epoch': 1.65}
+{'train/ce_loss': 1.0561469793319702, 'train/diffusion_loss': 0.42075735330581665, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 73.0, 'epoch': 1.65}
+{'train/ce_loss': 1.0860958099365234, 'train/diffusion_loss': 0.46282994747161865, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 120.0, 'epoch': 1.65}
+{'train/ce_loss': 1.1456117630004883, 'train/diffusion_loss': 0.4653022885322571, 'epoch': 1.65}
+{'train/learning_rate_real': 4.0266196990885955e-05, 'epoch': 1.65}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 120.0, 'epoch': 1.67}
+{'train/ce_loss': 1.3399840593338013, 'train/diffusion_loss': 0.5524131655693054, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 103.0, 'epoch': 1.67}
+{'train/ce_loss': 0.9550675749778748, 'train/diffusion_loss': 0.4570640027523041, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 151.0, 'epoch': 1.67}
+{'train/ce_loss': 1.5387731790542603, 'train/diffusion_loss': 0.5122812986373901, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 112.0, 'epoch': 1.67}
+{'train/ce_loss': 1.3625054359436035, 'train/diffusion_loss': 0.5039227604866028, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 165.0, 'epoch': 1.67}
+{'train/ce_loss': 1.646675944328308, 'train/diffusion_loss': 0.5304292440414429, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.67}
+{'train/ce_loss': 1.5070602893829346, 'train/diffusion_loss': 0.5510711669921875, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 86.0, 'epoch': 1.67}
+{'train/ce_loss': 1.2152955532073975, 'train/diffusion_loss': 0.469766229391098, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 130.0, 'epoch': 1.67}
+{'train/ce_loss': 1.2079983949661255, 'train/diffusion_loss': 0.5200738906860352, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 191.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 191.0, 'debug/num_lat_loss': 78.0, 'epoch': 1.67}
+{'train/ce_loss': 1.0165596008300781, 'train/diffusion_loss': 0.4281861186027527, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 140.0, 'epoch': 1.67}
+{'train/ce_loss': 1.2824692726135254, 'train/diffusion_loss': 0.6182977557182312, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 114.0, 'epoch': 1.67}
+{'train/ce_loss': 1.0575188398361206, 'train/diffusion_loss': 0.4720028042793274, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 133.0, 'epoch': 1.67}
+{'train/ce_loss': 1.2798982858657837, 'train/diffusion_loss': 0.532783567905426, 'epoch': 1.67}
+{'train/learning_rate_real': 4.010414285401777e-05, 'epoch': 1.67}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.68}
+{'train/ce_loss': 0.9674388766288757, 'train/diffusion_loss': 0.5090482831001282, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 177.0, 'epoch': 1.68}
+{'train/ce_loss': 1.9612958431243896, 'train/diffusion_loss': 0.5311511158943176, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.68}
+{'train/ce_loss': 1.142334222793579, 'train/diffusion_loss': 0.5491692423820496, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 146.0, 'epoch': 1.68}
+{'train/ce_loss': 1.725963830947876, 'train/diffusion_loss': 0.508523166179657, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 89.0, 'epoch': 1.68}
+{'train/ce_loss': 1.0090731382369995, 'train/diffusion_loss': 0.4875204265117645, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 221.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 221.0, 'epoch': 1.68}
+{'train/ce_loss': 1.7475241422653198, 'train/diffusion_loss': 0.48830682039260864, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 130.0, 'epoch': 1.68}
+{'train/ce_loss': 1.4435189962387085, 'train/diffusion_loss': 0.5154707431793213, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 138.0, 'epoch': 1.68}
+{'train/ce_loss': 1.598617434501648, 'train/diffusion_loss': 0.5714460015296936, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 194.0, 'epoch': 1.68}
+{'train/ce_loss': 1.6352041959762573, 'train/diffusion_loss': 0.6076445579528809, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 218.0, 'epoch': 1.68}
+{'train/ce_loss': 1.6768008470535278, 'train/diffusion_loss': 0.5172356367111206, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.68}
+{'train/ce_loss': 1.39400053024292, 'train/diffusion_loss': 0.5262655019760132, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.68}
+{'train/ce_loss': 1.3488656282424927, 'train/diffusion_loss': 0.5198149681091309, 'epoch': 1.68}
+{'train/learning_rate_real': 3.9941083009019223e-05, 'epoch': 1.68}
+{'loss': 20.5948, 'grad_norm': 22.09463119506836, 'learning_rate': 3.9941083009019223e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 383.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 383.0, 'debug/num_lat_loss': 189.0, 'epoch': 1.69}
+{'train/ce_loss': 1.6582024097442627, 'train/diffusion_loss': 0.5663214325904846, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 163.0, 'epoch': 1.69}
+{'train/ce_loss': 1.5482538938522339, 'train/diffusion_loss': 0.5347830057144165, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 104.0, 'epoch': 1.69}
+{'train/ce_loss': 1.0903148651123047, 'train/diffusion_loss': 0.46784302592277527, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 78.0, 'epoch': 1.69}
+{'train/ce_loss': 0.9999013543128967, 'train/diffusion_loss': 0.4962531328201294, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 89.0, 'epoch': 1.69}
+{'train/ce_loss': 1.043573021888733, 'train/diffusion_loss': 0.45468276739120483, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 144.0, 'epoch': 1.69}
+{'train/ce_loss': 1.3719178438186646, 'train/diffusion_loss': 0.5901570916175842, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.69}
+{'train/ce_loss': 1.3794538974761963, 'train/diffusion_loss': 0.4878842830657959, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.69}
+{'train/ce_loss': 1.4660345315933228, 'train/diffusion_loss': 0.5350602865219116, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 84.0, 'epoch': 1.69}
+{'train/ce_loss': 1.3365174531936646, 'train/diffusion_loss': 0.4897765815258026, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 166.0, 'epoch': 1.69}
+{'train/ce_loss': 1.4418162107467651, 'train/diffusion_loss': 0.5419676899909973, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 100.0, 'epoch': 1.69}
+{'train/ce_loss': 1.1746795177459717, 'train/diffusion_loss': 0.4792977273464203, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 161.0, 'epoch': 1.69}
+{'train/ce_loss': 1.580913782119751, 'train/diffusion_loss': 0.5003466010093689, 'epoch': 1.69}
+{'train/learning_rate_real': 3.977702831321692e-05, 'epoch': 1.69}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 150.0, 'epoch': 1.7}
+{'train/ce_loss': 1.253421664237976, 'train/diffusion_loss': 0.5585149526596069, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 151.0, 'epoch': 1.7}
+{'train/ce_loss': 1.562878966331482, 'train/diffusion_loss': 0.5456551909446716, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 368.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 368.0, 'debug/num_lat_loss': 188.0, 'epoch': 1.7}
+{'train/ce_loss': 1.8214890956878662, 'train/diffusion_loss': 0.5092898011207581, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 87.0, 'epoch': 1.7}
+{'train/ce_loss': 1.0867623090744019, 'train/diffusion_loss': 0.4314098060131073, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 101.0, 'epoch': 1.7}
+{'train/ce_loss': 1.1469554901123047, 'train/diffusion_loss': 0.4672289490699768, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 173.0, 'epoch': 1.7}
+{'train/ce_loss': 1.7140284776687622, 'train/diffusion_loss': 0.5423669815063477, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 135.0, 'epoch': 1.7}
+{'train/ce_loss': 1.3068397045135498, 'train/diffusion_loss': 0.4814230501651764, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 89.0, 'epoch': 1.7}
+{'train/ce_loss': 0.8916330933570862, 'train/diffusion_loss': 0.4480190873146057, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.7}
+{'train/ce_loss': 1.199682354927063, 'train/diffusion_loss': 0.5104585289955139, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 136.0, 'epoch': 1.7}
+{'train/ce_loss': 1.4519232511520386, 'train/diffusion_loss': 0.5142295360565186, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 389.0, 'debug/num_tok_loss': 195.0, 'debug/num_lat_total': 389.0, 'debug/num_lat_loss': 195.0, 'epoch': 1.7}
+{'train/ce_loss': 1.9442863464355469, 'train/diffusion_loss': 0.523780345916748, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 173.0, 'epoch': 1.7}
+{'train/ce_loss': 1.420702576637268, 'train/diffusion_loss': 0.5250728726387024, 'epoch': 1.7}
+{'train/learning_rate_real': 3.96119896901795e-05, 'epoch': 1.7}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.71}
+{'train/ce_loss': 1.2833874225616455, 'train/diffusion_loss': 0.5483155250549316, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.71}
+{'train/ce_loss': 1.6382057666778564, 'train/diffusion_loss': 0.5354287624359131, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.71}
+{'train/ce_loss': 1.505289912223816, 'train/diffusion_loss': 0.5890558362007141, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 183.0, 'epoch': 1.71}
+{'train/ce_loss': 1.611832857131958, 'train/diffusion_loss': 0.49175140261650085, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 167.0, 'epoch': 1.71}
+{'train/ce_loss': 1.745079517364502, 'train/diffusion_loss': 0.5599235892295837, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 134.0, 'epoch': 1.71}
+{'train/ce_loss': 1.4545429944992065, 'train/diffusion_loss': 0.5095973014831543, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 93.0, 'epoch': 1.71}
+{'train/ce_loss': 1.389868140220642, 'train/diffusion_loss': 0.5061776041984558, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 137.0, 'epoch': 1.71}
+{'train/ce_loss': 1.1164690256118774, 'train/diffusion_loss': 0.5492788553237915, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 163.0, 'epoch': 1.71}
+{'train/ce_loss': 1.6196506023406982, 'train/diffusion_loss': 0.5488253235816956, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 44.0, 'epoch': 1.71}
+{'train/ce_loss': 0.7573323249816895, 'train/diffusion_loss': 0.346431702375412, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 366.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 366.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.71}
+{'train/ce_loss': 1.3736306428909302, 'train/diffusion_loss': 0.46878471970558167, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 176.0, 'epoch': 1.71}
+{'train/ce_loss': 1.4561293125152588, 'train/diffusion_loss': 0.5372633934020996, 'epoch': 1.71}
+{'train/learning_rate_real': 3.9445978128990326e-05, 'epoch': 1.71}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.73}
+{'train/ce_loss': 1.210540533065796, 'train/diffusion_loss': 0.6146008968353271, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.73}
+{'train/ce_loss': 1.4839942455291748, 'train/diffusion_loss': 0.5315629243850708, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 145.0, 'epoch': 1.73}
+{'train/ce_loss': 1.258804440498352, 'train/diffusion_loss': 0.5507181286811829, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 204.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 204.0, 'debug/num_lat_loss': 82.0, 'epoch': 1.73}
+{'train/ce_loss': 0.7108309864997864, 'train/diffusion_loss': 0.519844651222229, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 218.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 218.0, 'debug/num_lat_loss': 103.0, 'epoch': 1.73}
+{'train/ce_loss': 1.363040566444397, 'train/diffusion_loss': 0.48422524333000183, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 167.0, 'epoch': 1.73}
+{'train/ce_loss': 1.4375461339950562, 'train/diffusion_loss': 0.5155688524246216, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 135.0, 'epoch': 1.73}
+{'train/ce_loss': 1.1390334367752075, 'train/diffusion_loss': 0.48281487822532654, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 390.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 390.0, 'debug/num_lat_loss': 213.0, 'epoch': 1.73}
+{'train/ce_loss': 1.8111677169799805, 'train/diffusion_loss': 0.6030066013336182, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.73}
+{'train/ce_loss': 1.0830538272857666, 'train/diffusion_loss': 0.5760149955749512, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 189.0, 'epoch': 1.73}
+{'train/ce_loss': 1.821352243423462, 'train/diffusion_loss': 0.48764747381210327, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 92.0, 'epoch': 1.73}
+{'train/ce_loss': 1.0662118196487427, 'train/diffusion_loss': 0.47844499349594116, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 122.0, 'epoch': 1.73}
+{'train/ce_loss': 1.1346170902252197, 'train/diffusion_loss': 0.4855559766292572, 'epoch': 1.73}
+{'train/learning_rate_real': 3.9279004683515783e-05, 'epoch': 1.73}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 138.0, 'epoch': 1.74}
+{'train/ce_loss': 1.3437148332595825, 'train/diffusion_loss': 0.49886682629585266, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 213.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 213.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.74}
+{'train/ce_loss': 1.3061467409133911, 'train/diffusion_loss': 0.524488627910614, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 98.0, 'epoch': 1.74}
+{'train/ce_loss': 1.2367827892303467, 'train/diffusion_loss': 0.5183599591255188, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 213.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 213.0, 'debug/num_lat_loss': 74.0, 'epoch': 1.74}
+{'train/ce_loss': 0.862089216709137, 'train/diffusion_loss': 0.41778725385665894, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 182.0, 'epoch': 1.74}
+{'train/ce_loss': 1.5852717161178589, 'train/diffusion_loss': 0.5998963713645935, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 189.0, 'epoch': 1.74}
+{'train/ce_loss': 1.7906912565231323, 'train/diffusion_loss': 0.5291056036949158, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 170.0, 'epoch': 1.74}
+{'train/ce_loss': 1.6378289461135864, 'train/diffusion_loss': 0.5413536429405212, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 153.0, 'epoch': 1.74}
+{'train/ce_loss': 1.149233341217041, 'train/diffusion_loss': 0.575285792350769, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 236.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 236.0, 'epoch': 1.74}
+{'train/ce_loss': 1.8563120365142822, 'train/diffusion_loss': 0.5435035824775696, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 176.0, 'epoch': 1.74}
+{'train/ce_loss': 1.8230369091033936, 'train/diffusion_loss': 0.5214511156082153, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 205.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 205.0, 'epoch': 1.74}
+{'train/ce_loss': 1.9414458274841309, 'train/diffusion_loss': 0.5070657134056091, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 131.0, 'epoch': 1.74}
+{'train/ce_loss': 1.4182510375976562, 'train/diffusion_loss': 0.5268969535827637, 'epoch': 1.74}
+{'train/learning_rate_real': 3.911108047166924e-05, 'epoch': 1.74}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 153.0, 'epoch': 1.75}
+{'train/ce_loss': 1.4563261270523071, 'train/diffusion_loss': 0.4856785833835602, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 142.0, 'epoch': 1.75}
+{'train/ce_loss': 1.3005117177963257, 'train/diffusion_loss': 0.4914569556713104, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.75}
+{'train/ce_loss': 1.445984959602356, 'train/diffusion_loss': 0.5350100994110107, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 118.0, 'epoch': 1.75}
+{'train/ce_loss': 1.418276309967041, 'train/diffusion_loss': 0.4951496422290802, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.75}
+{'train/ce_loss': 1.015810251235962, 'train/diffusion_loss': 0.5317983031272888, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.75}
+{'train/ce_loss': 1.557022213935852, 'train/diffusion_loss': 0.5040786266326904, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 182.0, 'epoch': 1.75}
+{'train/ce_loss': 1.7092101573944092, 'train/diffusion_loss': 0.5171011090278625, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 61.0, 'epoch': 1.75}
+{'train/ce_loss': 0.7465428709983826, 'train/diffusion_loss': 0.5055409073829651, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.75}
+{'train/ce_loss': 1.4361588954925537, 'train/diffusion_loss': 0.5139872431755066, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 127.0, 'epoch': 1.75}
+{'train/ce_loss': 1.3203763961791992, 'train/diffusion_loss': 0.5902191996574402, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 121.0, 'epoch': 1.75}
+{'train/ce_loss': 1.1550977230072021, 'train/diffusion_loss': 0.5474764108657837, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.75}
+{'train/ce_loss': 1.6417255401611328, 'train/diffusion_loss': 0.5459277033805847, 'epoch': 1.75}
+{'train/learning_rate_real': 3.894221667467074e-05, 'epoch': 1.75}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 185.0, 'epoch': 1.76}
+{'train/ce_loss': 1.669877052307129, 'train/diffusion_loss': 0.4730311334133148, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 107.0, 'epoch': 1.76}
+{'train/ce_loss': 1.2871990203857422, 'train/diffusion_loss': 0.544497549533844, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 86.0, 'epoch': 1.76}
+{'train/ce_loss': 1.000165581703186, 'train/diffusion_loss': 0.42520567774772644, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 367.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 367.0, 'debug/num_lat_loss': 186.0, 'epoch': 1.76}
+{'train/ce_loss': 1.7568104267120361, 'train/diffusion_loss': 0.5887925624847412, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 106.0, 'epoch': 1.76}
+{'train/ce_loss': 1.3294366598129272, 'train/diffusion_loss': 0.47666046023368835, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 90.0, 'epoch': 1.76}
+{'train/ce_loss': 0.9907642006874084, 'train/diffusion_loss': 0.480145663022995, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 122.0, 'epoch': 1.76}
+{'train/ce_loss': 0.6457217335700989, 'train/diffusion_loss': 0.4967125356197357, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 81.0, 'epoch': 1.76}
+{'train/ce_loss': 1.0178409814834595, 'train/diffusion_loss': 0.5139971375465393, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 138.0, 'epoch': 1.76}
+{'train/ce_loss': 1.279731035232544, 'train/diffusion_loss': 0.5333342552185059, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 138.0, 'epoch': 1.76}
+{'train/ce_loss': 1.3213622570037842, 'train/diffusion_loss': 0.5545957088470459, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.76}
+{'train/ce_loss': 1.3283356428146362, 'train/diffusion_loss': 0.45325762033462524, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 164.0, 'epoch': 1.76}
+{'train/ce_loss': 1.6718077659606934, 'train/diffusion_loss': 0.4891565144062042, 'epoch': 1.76}
+{'train/learning_rate_real': 3.8772424536302564e-05, 'epoch': 1.76}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.77}
+{'train/ce_loss': 1.2761424779891968, 'train/diffusion_loss': 0.5945935845375061, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.77}
+{'train/ce_loss': 1.1133356094360352, 'train/diffusion_loss': 0.48616695404052734, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 108.0, 'epoch': 1.77}
+{'train/ce_loss': 1.403987169265747, 'train/diffusion_loss': 0.49997860193252563, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 143.0, 'epoch': 1.77}
+{'train/ce_loss': 1.3341809511184692, 'train/diffusion_loss': 0.48952430486679077, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 170.0, 'epoch': 1.77}
+{'train/ce_loss': 1.3737026453018188, 'train/diffusion_loss': 0.54092937707901, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 191.0, 'epoch': 1.77}
+{'train/ce_loss': 1.7395436763763428, 'train/diffusion_loss': 0.5911529660224915, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 139.0, 'epoch': 1.77}
+{'train/ce_loss': 1.1732673645019531, 'train/diffusion_loss': 0.5231278538703918, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 163.0, 'epoch': 1.77}
+{'train/ce_loss': 1.6379224061965942, 'train/diffusion_loss': 0.545573353767395, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 173.0, 'epoch': 1.77}
+{'train/ce_loss': 1.7191650867462158, 'train/diffusion_loss': 0.4959116578102112, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 70.0, 'epoch': 1.77}
+{'train/ce_loss': 0.9114627838134766, 'train/diffusion_loss': 0.49604448676109314, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 227.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 227.0, 'debug/num_lat_loss': 83.0, 'epoch': 1.77}
+{'train/ce_loss': 0.9158691763877869, 'train/diffusion_loss': 0.5045280456542969, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 150.0, 'epoch': 1.77}
+{'train/ce_loss': 1.4551957845687866, 'train/diffusion_loss': 0.46120473742485046, 'epoch': 1.77}
+{'train/learning_rate_real': 3.860171536216052e-05, 'epoch': 1.77}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 86.0, 'epoch': 1.79}
+{'train/ce_loss': 1.1612789630889893, 'train/diffusion_loss': 0.5658847689628601, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 95.0, 'epoch': 1.79}
+{'train/ce_loss': 0.9041324853897095, 'train/diffusion_loss': 0.4484027326107025, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 165.0, 'epoch': 1.79}
+{'train/ce_loss': 1.7289760112762451, 'train/diffusion_loss': 0.502993106842041, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 164.0, 'epoch': 1.79}
+{'train/ce_loss': 1.406813621520996, 'train/diffusion_loss': 0.5132909417152405, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 92.0, 'epoch': 1.79}
+{'train/ce_loss': 0.9969496726989746, 'train/diffusion_loss': 0.5190623998641968, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 120.0, 'epoch': 1.79}
+{'train/ce_loss': 1.4178075790405273, 'train/diffusion_loss': 0.564896821975708, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 117.0, 'epoch': 1.79}
+{'train/ce_loss': 1.3177855014801025, 'train/diffusion_loss': 0.4886079728603363, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.79}
+{'train/ce_loss': 1.2875488996505737, 'train/diffusion_loss': 0.5118269920349121, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.79}
+{'train/ce_loss': 1.5771809816360474, 'train/diffusion_loss': 0.5280334949493408, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 188.0, 'epoch': 1.79}
+{'train/ce_loss': 1.4283729791641235, 'train/diffusion_loss': 0.5615838170051575, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 80.0, 'epoch': 1.79}
+{'train/ce_loss': 1.00906503200531, 'train/diffusion_loss': 0.45821648836135864, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 137.0, 'epoch': 1.79}
+{'train/ce_loss': 1.0359936952590942, 'train/diffusion_loss': 0.49061906337738037, 'epoch': 1.79}
+{'train/learning_rate_real': 3.843010051890114e-05, 'epoch': 1.79}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 137.0, 'epoch': 1.8}
+{'train/ce_loss': 1.5211907625198364, 'train/diffusion_loss': 0.56708163022995, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 87.0, 'epoch': 1.8}
+{'train/ce_loss': 0.8485235571861267, 'train/diffusion_loss': 0.46981707215309143, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.8}
+{'train/ce_loss': 0.9596090316772461, 'train/diffusion_loss': 0.5350821018218994, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 108.0, 'epoch': 1.8}
+{'train/ce_loss': 1.2453569173812866, 'train/diffusion_loss': 0.49811863899230957, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.8}
+{'train/ce_loss': 1.9041039943695068, 'train/diffusion_loss': 0.5331198573112488, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 173.0, 'epoch': 1.8}
+{'train/ce_loss': 1.8004077672958374, 'train/diffusion_loss': 0.5262848138809204, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 185.0, 'epoch': 1.8}
+{'train/ce_loss': 1.4430218935012817, 'train/diffusion_loss': 0.4628097116947174, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 68.0, 'epoch': 1.8}
+{'train/ce_loss': 0.777328372001648, 'train/diffusion_loss': 0.43235448002815247, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 144.0, 'epoch': 1.8}
+{'train/ce_loss': 1.3731715679168701, 'train/diffusion_loss': 0.5273838639259338, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 166.0, 'epoch': 1.8}
+{'train/ce_loss': 1.8946186304092407, 'train/diffusion_loss': 0.5911399722099304, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 164.0, 'epoch': 1.8}
+{'train/ce_loss': 1.659852147102356, 'train/diffusion_loss': 0.5194318890571594, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 70.0, 'epoch': 1.8}
+{'train/ce_loss': 1.0123350620269775, 'train/diffusion_loss': 0.39582952857017517, 'epoch': 1.8}
+{'train/learning_rate_real': 3.8257591433484906e-05, 'epoch': 1.8}
+{'loss': 20.6764, 'grad_norm': 21.108478546142578, 'learning_rate': 3.8257591433484906e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 291.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 291.0, 'debug/num_lat_loss': 191.0, 'epoch': 1.81}
+{'train/ce_loss': 1.906949758529663, 'train/diffusion_loss': 0.5279977321624756, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 130.0, 'epoch': 1.81}
+{'train/ce_loss': 1.568257451057434, 'train/diffusion_loss': 0.4682455360889435, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 168.0, 'epoch': 1.81}
+{'train/ce_loss': 1.203835368156433, 'train/diffusion_loss': 0.5168044567108154, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 70.0, 'epoch': 1.81}
+{'train/ce_loss': 1.047895073890686, 'train/diffusion_loss': 0.4525095224380493, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.81}
+{'train/ce_loss': 1.2670258283615112, 'train/diffusion_loss': 0.5188474655151367, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 88.0, 'epoch': 1.81}
+{'train/ce_loss': 1.0042757987976074, 'train/diffusion_loss': 0.46514660120010376, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 74.0, 'epoch': 1.81}
+{'train/ce_loss': 0.883302628993988, 'train/diffusion_loss': 0.4479224979877472, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 142.0, 'epoch': 1.81}
+{'train/ce_loss': 1.3388676643371582, 'train/diffusion_loss': 0.4994427263736725, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 403.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 403.0, 'debug/num_lat_loss': 206.0, 'epoch': 1.81}
+{'train/ce_loss': 1.7315216064453125, 'train/diffusion_loss': 0.5794223546981812, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 107.0, 'epoch': 1.81}
+{'train/ce_loss': 1.4134379625320435, 'train/diffusion_loss': 0.5120603442192078, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 372.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 372.0, 'debug/num_lat_loss': 186.0, 'epoch': 1.81}
+{'train/ce_loss': 1.9862688779830933, 'train/diffusion_loss': 0.5405815839767456, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.81}
+{'train/ce_loss': 1.2095311880111694, 'train/diffusion_loss': 0.4683648645877838, 'epoch': 1.81}
+{'train/learning_rate_real': 3.8084199592415305e-05, 'epoch': 1.81}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 152.0, 'epoch': 1.82}
+{'train/ce_loss': 1.4673196077346802, 'train/diffusion_loss': 0.5108736157417297, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 94.0, 'epoch': 1.82}
+{'train/ce_loss': 1.0456372499465942, 'train/diffusion_loss': 0.5152468681335449, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.82}
+{'train/ce_loss': 1.3392271995544434, 'train/diffusion_loss': 0.4705318510532379, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 201.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 201.0, 'debug/num_lat_loss': 88.0, 'epoch': 1.82}
+{'train/ce_loss': 1.2960346937179565, 'train/diffusion_loss': 0.4695371091365814, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 187.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 187.0, 'epoch': 1.82}
+{'train/ce_loss': 1.5327253341674805, 'train/diffusion_loss': 0.49077677726745605, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 360.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 360.0, 'debug/num_lat_loss': 179.0, 'epoch': 1.82}
+{'train/ce_loss': 1.3458245992660522, 'train/diffusion_loss': 0.5850000381469727, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 60.0, 'epoch': 1.82}
+{'train/ce_loss': 0.8689785599708557, 'train/diffusion_loss': 0.4809688329696655, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 70.0, 'epoch': 1.82}
+{'train/ce_loss': 0.838219940662384, 'train/diffusion_loss': 0.5461503863334656, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 122.0, 'epoch': 1.82}
+{'train/ce_loss': 1.2126485109329224, 'train/diffusion_loss': 0.4974905848503113, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 136.0, 'epoch': 1.82}
+{'train/ce_loss': 1.2289897203445435, 'train/diffusion_loss': 0.5680661797523499, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 91.0, 'epoch': 1.82}
+{'train/ce_loss': 1.2869982719421387, 'train/diffusion_loss': 0.43917328119277954, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 114.0, 'epoch': 1.82}
+{'train/ce_loss': 1.204821228981018, 'train/diffusion_loss': 0.4752626419067383, 'epoch': 1.82}
+{'train/learning_rate_real': 3.790993654097405e-05, 'epoch': 1.82}
+{'debug/num_tok_total': 203.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 203.0, 'debug/num_lat_loss': 81.0, 'epoch': 1.83}
+{'train/ce_loss': 1.0309444665908813, 'train/diffusion_loss': 0.511709988117218, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 204.0, 'epoch': 1.83}
+{'train/ce_loss': 1.4941874742507935, 'train/diffusion_loss': 0.5201749205589294, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.83}
+{'train/ce_loss': 1.3571380376815796, 'train/diffusion_loss': 0.5604309439659119, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 225.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 225.0, 'debug/num_lat_loss': 83.0, 'epoch': 1.83}
+{'train/ce_loss': 1.023016333580017, 'train/diffusion_loss': 0.4758465588092804, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 185.0, 'epoch': 1.83}
+{'train/ce_loss': 1.4957590103149414, 'train/diffusion_loss': 0.5459465384483337, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 122.0, 'epoch': 1.83}
+{'train/ce_loss': 1.2856998443603516, 'train/diffusion_loss': 0.5244221091270447, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 197.0, 'epoch': 1.83}
+{'train/ce_loss': 1.6763861179351807, 'train/diffusion_loss': 0.5200214982032776, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 177.0, 'epoch': 1.83}
+{'train/ce_loss': 1.5493935346603394, 'train/diffusion_loss': 0.505967378616333, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 171.0, 'epoch': 1.83}
+{'train/ce_loss': 1.2907687425613403, 'train/diffusion_loss': 0.5273988246917725, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 160.0, 'epoch': 1.83}
+{'train/ce_loss': 1.1125969886779785, 'train/diffusion_loss': 0.431187242269516, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.83}
+{'train/ce_loss': 1.5462781190872192, 'train/diffusion_loss': 0.5161067843437195, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 95.0, 'epoch': 1.83}
+{'train/ce_loss': 1.2059738636016846, 'train/diffusion_loss': 0.5176653861999512, 'epoch': 1.83}
+{'train/learning_rate_real': 3.7734813882452334e-05, 'epoch': 1.83}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 152.0, 'epoch': 1.85}
+{'train/ce_loss': 1.5495890378952026, 'train/diffusion_loss': 0.5608450174331665, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 124.0, 'epoch': 1.85}
+{'train/ce_loss': 1.2298780679702759, 'train/diffusion_loss': 0.5031521916389465, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 218.0, 'epoch': 1.85}
+{'train/ce_loss': 1.8860079050064087, 'train/diffusion_loss': 0.5590593814849854, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 178.0, 'epoch': 1.85}
+{'train/ce_loss': 1.863593339920044, 'train/diffusion_loss': 0.5493612885475159, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.85}
+{'train/ce_loss': 1.2614126205444336, 'train/diffusion_loss': 0.46044573187828064, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 182.0, 'epoch': 1.85}
+{'train/ce_loss': 1.490886926651001, 'train/diffusion_loss': 0.5103054046630859, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 155.0, 'epoch': 1.85}
+{'train/ce_loss': 1.4436839818954468, 'train/diffusion_loss': 0.5388920903205872, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 118.0, 'epoch': 1.85}
+{'train/ce_loss': 1.3422359228134155, 'train/diffusion_loss': 0.46013420820236206, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 249.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 249.0, 'debug/num_lat_loss': 136.0, 'epoch': 1.85}
+{'train/ce_loss': 1.2530359029769897, 'train/diffusion_loss': 0.4941193759441376, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 191.0, 'epoch': 1.85}
+{'train/ce_loss': 1.716181755065918, 'train/diffusion_loss': 0.5733187794685364, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 143.0, 'epoch': 1.85}
+{'train/ce_loss': 1.9198743104934692, 'train/diffusion_loss': 0.5510210990905762, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 172.0, 'epoch': 1.85}
+{'train/ce_loss': 1.0583324432373047, 'train/diffusion_loss': 0.4810523986816406, 'epoch': 1.85}
+{'train/learning_rate_real': 3.7558843277378206e-05, 'epoch': 1.85}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 134.0, 'epoch': 1.86}
+{'train/ce_loss': 1.7657511234283447, 'train/diffusion_loss': 0.585201621055603, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 119.0, 'epoch': 1.86}
+{'train/ce_loss': 1.5054519176483154, 'train/diffusion_loss': 0.5473477840423584, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 192.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 192.0, 'debug/num_lat_loss': 118.0, 'epoch': 1.86}
+{'train/ce_loss': 1.287165880203247, 'train/diffusion_loss': 0.5416865944862366, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 128.0, 'epoch': 1.86}
+{'train/ce_loss': 1.1747092008590698, 'train/diffusion_loss': 0.46100640296936035, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 84.0, 'epoch': 1.86}
+{'train/ce_loss': 1.1420278549194336, 'train/diffusion_loss': 0.4639078974723816, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 151.0, 'epoch': 1.86}
+{'train/ce_loss': 1.3743598461151123, 'train/diffusion_loss': 0.47098666429519653, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.86}
+{'train/ce_loss': 1.050461769104004, 'train/diffusion_loss': 0.5102423429489136, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 168.0, 'epoch': 1.86}
+{'train/ce_loss': 1.7523131370544434, 'train/diffusion_loss': 0.46912258863449097, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 137.0, 'epoch': 1.86}
+{'train/ce_loss': 1.510230541229248, 'train/diffusion_loss': 0.5116702914237976, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 197.0, 'epoch': 1.86}
+{'train/ce_loss': 1.8926918506622314, 'train/diffusion_loss': 0.47109538316726685, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 171.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 171.0, 'debug/num_lat_loss': 97.0, 'epoch': 1.86}
+{'train/ce_loss': 1.0672861337661743, 'train/diffusion_loss': 0.5395112037658691, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 59.0, 'epoch': 1.86}
+{'train/ce_loss': 0.8342678546905518, 'train/diffusion_loss': 0.45973482728004456, 'epoch': 1.86}
+{'train/learning_rate_real': 3.738203644274018e-05, 'epoch': 1.86}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 182.0, 'epoch': 1.87}
+{'train/ce_loss': 1.8702452182769775, 'train/diffusion_loss': 0.505733847618103, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 153.0, 'epoch': 1.87}
+{'train/ce_loss': 1.5533696413040161, 'train/diffusion_loss': 0.509201169013977, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.87}
+{'train/ce_loss': 1.072418212890625, 'train/diffusion_loss': 0.5226179361343384, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 75.0, 'epoch': 1.87}
+{'train/ce_loss': 0.7297635078430176, 'train/diffusion_loss': 0.4507639706134796, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 129.0, 'epoch': 1.87}
+{'train/ce_loss': 1.5945498943328857, 'train/diffusion_loss': 0.5442817211151123, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 99.0, 'epoch': 1.87}
+{'train/ce_loss': 1.2354891300201416, 'train/diffusion_loss': 0.5011484026908875, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 208.0, 'epoch': 1.87}
+{'train/ce_loss': 1.8802469968795776, 'train/diffusion_loss': 0.6020416021347046, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.87}
+{'train/ce_loss': 1.3773642778396606, 'train/diffusion_loss': 0.5226544141769409, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.87}
+{'train/ce_loss': 1.8238972425460815, 'train/diffusion_loss': 0.515428900718689, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 191.0, 'epoch': 1.87}
+{'train/ce_loss': 2.1600310802459717, 'train/diffusion_loss': 0.5723029375076294, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 93.0, 'epoch': 1.87}
+{'train/ce_loss': 1.0594291687011719, 'train/diffusion_loss': 0.49649766087532043, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 123.0, 'epoch': 1.87}
+{'train/ce_loss': 1.2355868816375732, 'train/diffusion_loss': 0.5187148451805115, 'epoch': 1.87}
+{'train/learning_rate_real': 3.7204405151207036e-05, 'epoch': 1.87}
+{'debug/num_tok_total': 208.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 208.0, 'debug/num_lat_loss': 93.0, 'epoch': 1.88}
+{'train/ce_loss': 1.1069834232330322, 'train/diffusion_loss': 0.4687412977218628, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 193.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 193.0, 'epoch': 1.88}
+{'train/ce_loss': 1.5425585508346558, 'train/diffusion_loss': 0.5311164855957031, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 165.0, 'epoch': 1.88}
+{'train/ce_loss': 1.521506428718567, 'train/diffusion_loss': 0.47543472051620483, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 1.88}
+{'train/ce_loss': 1.671308159828186, 'train/diffusion_loss': 0.6189022064208984, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 148.0, 'epoch': 1.88}
+{'train/ce_loss': 1.582776427268982, 'train/diffusion_loss': 0.4985470771789551, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 117.0, 'epoch': 1.88}
+{'train/ce_loss': 1.2227247953414917, 'train/diffusion_loss': 0.44450119137763977, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 173.0, 'epoch': 1.88}
+{'train/ce_loss': 1.3351324796676636, 'train/diffusion_loss': 0.558054506778717, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 102.0, 'epoch': 1.88}
+{'train/ce_loss': 1.2113760709762573, 'train/diffusion_loss': 0.4748963415622711, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 88.0, 'epoch': 1.88}
+{'train/ce_loss': 0.9903029203414917, 'train/diffusion_loss': 0.46724870800971985, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 166.0, 'epoch': 1.88}
+{'train/ce_loss': 1.346880555152893, 'train/diffusion_loss': 0.5076372623443604, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.88}
+{'train/ce_loss': 1.2073614597320557, 'train/diffusion_loss': 0.5168886184692383, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 134.0, 'epoch': 1.88}
+{'train/ce_loss': 1.2950602769851685, 'train/diffusion_loss': 0.5142813324928284, 'epoch': 1.88}
+{'train/learning_rate_real': 3.702596123034395e-05, 'epoch': 1.88}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 188.0, 'epoch': 1.9}
+{'train/ce_loss': 1.3967617750167847, 'train/diffusion_loss': 0.4606017470359802, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 146.0, 'epoch': 1.9}
+{'train/ce_loss': 1.481077790260315, 'train/diffusion_loss': 0.5091744065284729, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 171.0, 'epoch': 1.9}
+{'train/ce_loss': 1.5839430093765259, 'train/diffusion_loss': 0.4831801652908325, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 159.0, 'epoch': 1.9}
+{'train/ce_loss': 1.061769962310791, 'train/diffusion_loss': 0.4781085252761841, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 138.0, 'epoch': 1.9}
+{'train/ce_loss': 1.2009137868881226, 'train/diffusion_loss': 0.5056203603744507, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 61.0, 'epoch': 1.9}
+{'train/ce_loss': 1.0000026226043701, 'train/diffusion_loss': 0.45520031452178955, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 140.0, 'epoch': 1.9}
+{'train/ce_loss': 1.2450315952301025, 'train/diffusion_loss': 0.5313388109207153, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 425.0, 'debug/num_tok_loss': 231.0, 'debug/num_lat_total': 425.0, 'debug/num_lat_loss': 231.0, 'epoch': 1.9}
+{'train/ce_loss': 1.6410887241363525, 'train/diffusion_loss': 0.5873920321464539, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.9}
+{'train/ce_loss': 1.6372095346450806, 'train/diffusion_loss': 0.49613654613494873, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 172.0, 'epoch': 1.9}
+{'train/ce_loss': 1.4704351425170898, 'train/diffusion_loss': 0.49746885895729065, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 171.0, 'epoch': 1.9}
+{'train/ce_loss': 1.7110462188720703, 'train/diffusion_loss': 0.4626563489437103, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 138.0, 'epoch': 1.9}
+{'train/ce_loss': 1.4191042184829712, 'train/diffusion_loss': 0.4454188346862793, 'epoch': 1.9}
+{'train/learning_rate_real': 3.6846716561824965e-05, 'epoch': 1.9}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 124.0, 'epoch': 1.91}
+{'train/ce_loss': 1.228659987449646, 'train/diffusion_loss': 0.47397667169570923, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 139.0, 'epoch': 1.91}
+{'train/ce_loss': 1.1892740726470947, 'train/diffusion_loss': 0.49371349811553955, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 93.0, 'epoch': 1.91}
+{'train/ce_loss': 1.0023133754730225, 'train/diffusion_loss': 0.5131598711013794, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 138.0, 'epoch': 1.91}
+{'train/ce_loss': 1.7906363010406494, 'train/diffusion_loss': 0.5655034780502319, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 409.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 409.0, 'debug/num_lat_loss': 199.0, 'epoch': 1.91}
+{'train/ce_loss': 1.6670416593551636, 'train/diffusion_loss': 0.5713309049606323, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.91}
+{'train/ce_loss': 1.327609658241272, 'train/diffusion_loss': 0.5039876103401184, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 1.91}
+{'train/ce_loss': 1.2686657905578613, 'train/diffusion_loss': 0.4575827419757843, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 185.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 185.0, 'debug/num_lat_loss': 56.0, 'epoch': 1.91}
+{'train/ce_loss': 0.776881754398346, 'train/diffusion_loss': 0.4527694284915924, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 210.0, 'epoch': 1.91}
+{'train/ce_loss': 1.8149933815002441, 'train/diffusion_loss': 0.5825557112693787, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 86.0, 'epoch': 1.91}
+{'train/ce_loss': 1.1221997737884521, 'train/diffusion_loss': 0.46248963475227356, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 130.0, 'epoch': 1.91}
+{'train/ce_loss': 1.3913813829421997, 'train/diffusion_loss': 0.5716838240623474, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 99.0, 'epoch': 1.91}
+{'train/ce_loss': 1.1401809453964233, 'train/diffusion_loss': 0.5196178555488586, 'epoch': 1.91}
+{'train/learning_rate_real': 3.6666683080641846e-05, 'epoch': 1.91}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 106.0, 'epoch': 1.92}
+{'train/ce_loss': 1.3988808393478394, 'train/diffusion_loss': 0.4924807846546173, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 68.0, 'epoch': 1.92}
+{'train/ce_loss': 0.8477236032485962, 'train/diffusion_loss': 0.4717691242694855, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 80.0, 'epoch': 1.92}
+{'train/ce_loss': 1.0236862897872925, 'train/diffusion_loss': 0.4393630921840668, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 183.0, 'epoch': 1.92}
+{'train/ce_loss': 1.8333406448364258, 'train/diffusion_loss': 0.5426609516143799, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 121.0, 'epoch': 1.92}
+{'train/ce_loss': 1.2095211744308472, 'train/diffusion_loss': 0.4897291660308838, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 112.0, 'epoch': 1.92}
+{'train/ce_loss': 1.6249256134033203, 'train/diffusion_loss': 0.5431631207466125, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 97.0, 'epoch': 1.92}
+{'train/ce_loss': 1.2568626403808594, 'train/diffusion_loss': 0.4336496591567993, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 174.0, 'epoch': 1.92}
+{'train/ce_loss': 1.6948225498199463, 'train/diffusion_loss': 0.5194158554077148, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 182.0, 'epoch': 1.92}
+{'train/ce_loss': 1.5159224271774292, 'train/diffusion_loss': 0.47663772106170654, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 112.0, 'epoch': 1.92}
+{'train/ce_loss': 1.3979997634887695, 'train/diffusion_loss': 0.5120564699172974, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 132.0, 'epoch': 1.92}
+{'train/ce_loss': 0.9763217568397522, 'train/diffusion_loss': 0.4660620391368866, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.92}
+{'train/ce_loss': 1.418907880783081, 'train/diffusion_loss': 0.46659040451049805, 'epoch': 1.92}
+{'train/learning_rate_real': 3.648587277430936e-05, 'epoch': 1.92}
+{'loss': 20.5656, 'grad_norm': 20.369709014892578, 'learning_rate': 3.648587277430936e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 108.0, 'epoch': 1.93}
+{'train/ce_loss': 1.2433000802993774, 'train/diffusion_loss': 0.5526852607727051, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 199.0, 'epoch': 1.93}
+{'train/ce_loss': 1.6742037534713745, 'train/diffusion_loss': 0.5894360542297363, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 123.0, 'epoch': 1.93}
+{'train/ce_loss': 1.4734991788864136, 'train/diffusion_loss': 0.5165769457817078, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 385.0, 'debug/num_tok_loss': 224.0, 'debug/num_lat_total': 385.0, 'debug/num_lat_loss': 224.0, 'epoch': 1.93}
+{'train/ce_loss': 1.5743296146392822, 'train/diffusion_loss': 0.5920776724815369, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 139.0, 'epoch': 1.93}
+{'train/ce_loss': 1.1836752891540527, 'train/diffusion_loss': 0.6325573921203613, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 167.0, 'epoch': 1.93}
+{'train/ce_loss': 1.7032538652420044, 'train/diffusion_loss': 0.5655347108840942, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 130.0, 'epoch': 1.93}
+{'train/ce_loss': 1.530361294746399, 'train/diffusion_loss': 0.5538678169250488, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 110.0, 'epoch': 1.93}
+{'train/ce_loss': 1.181834101676941, 'train/diffusion_loss': 0.4862896203994751, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 396.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 396.0, 'debug/num_lat_loss': 199.0, 'epoch': 1.93}
+{'train/ce_loss': 1.7310559749603271, 'train/diffusion_loss': 0.5040068626403809, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 211.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 211.0, 'epoch': 1.93}
+{'train/ce_loss': 1.845979928970337, 'train/diffusion_loss': 0.48360970616340637, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 126.0, 'epoch': 1.93}
+{'train/ce_loss': 1.2505496740341187, 'train/diffusion_loss': 0.5097414255142212, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 135.0, 'epoch': 1.93}
+{'train/ce_loss': 1.5600217580795288, 'train/diffusion_loss': 0.5528427362442017, 'epoch': 1.93}
+{'train/learning_rate_real': 3.6304297682067144e-05, 'epoch': 1.93}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.94}
+{'train/ce_loss': 1.8720999956130981, 'train/diffusion_loss': 0.5073927640914917, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 146.0, 'epoch': 1.94}
+{'train/ce_loss': 1.525539755821228, 'train/diffusion_loss': 0.5045100450515747, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 158.0, 'epoch': 1.94}
+{'train/ce_loss': 1.4694502353668213, 'train/diffusion_loss': 0.5021593570709229, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 122.0, 'epoch': 1.94}
+{'train/ce_loss': 1.1836965084075928, 'train/diffusion_loss': 0.6023871898651123, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 213.0, 'epoch': 1.94}
+{'train/ce_loss': 1.9766453504562378, 'train/diffusion_loss': 0.5077027678489685, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 140.0, 'epoch': 1.94}
+{'train/ce_loss': 1.3337993621826172, 'train/diffusion_loss': 0.5499716401100159, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 222.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 222.0, 'epoch': 1.94}
+{'train/ce_loss': 1.4128490686416626, 'train/diffusion_loss': 0.5251043438911438, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 186.0, 'epoch': 1.94}
+{'train/ce_loss': 1.6684848070144653, 'train/diffusion_loss': 0.5626634359359741, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 70.0, 'epoch': 1.94}
+{'train/ce_loss': 0.9419061541557312, 'train/diffusion_loss': 0.4830363690853119, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.94}
+{'train/ce_loss': 1.3133469820022583, 'train/diffusion_loss': 0.5435167551040649, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 158.0, 'epoch': 1.94}
+{'train/ce_loss': 1.3172812461853027, 'train/diffusion_loss': 0.5266504287719727, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 86.0, 'epoch': 1.94}
+{'train/ce_loss': 1.0026829242706299, 'train/diffusion_loss': 0.5224955081939697, 'epoch': 1.94}
+{'train/learning_rate_real': 3.6121969894078024e-05, 'epoch': 1.94}
+{'debug/num_tok_total': 369.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 369.0, 'debug/num_lat_loss': 214.0, 'epoch': 1.96}
+{'train/ce_loss': 2.048895835876465, 'train/diffusion_loss': 0.4824279248714447, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 191.0, 'epoch': 1.96}
+{'train/ce_loss': 1.5591281652450562, 'train/diffusion_loss': 0.5284358263015747, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 187.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 187.0, 'epoch': 1.96}
+{'train/ce_loss': 1.5770174264907837, 'train/diffusion_loss': 0.5532288551330566, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 173.0, 'epoch': 1.96}
+{'train/ce_loss': 1.4434806108474731, 'train/diffusion_loss': 0.4768863320350647, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 182.0, 'epoch': 1.96}
+{'train/ce_loss': 1.8038158416748047, 'train/diffusion_loss': 0.49644166231155396, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 164.0, 'epoch': 1.96}
+{'train/ce_loss': 0.9823129177093506, 'train/diffusion_loss': 0.5248244404792786, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 197.0, 'epoch': 1.96}
+{'train/ce_loss': 1.8415249586105347, 'train/diffusion_loss': 0.567518413066864, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 225.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 225.0, 'debug/num_lat_loss': 96.0, 'epoch': 1.96}
+{'train/ce_loss': 0.5409191250801086, 'train/diffusion_loss': 0.5355507731437683, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 144.0, 'epoch': 1.96}
+{'train/ce_loss': 1.3764383792877197, 'train/diffusion_loss': 0.5204089879989624, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 145.0, 'epoch': 1.96}
+{'train/ce_loss': 1.352157473564148, 'train/diffusion_loss': 0.506000816822052, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 201.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 201.0, 'epoch': 1.96}
+{'train/ce_loss': 1.76927649974823, 'train/diffusion_loss': 0.5508022904396057, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 178.0, 'epoch': 1.96}
+{'train/ce_loss': 1.306167721748352, 'train/diffusion_loss': 0.48097342252731323, 'epoch': 1.96}
+{'train/learning_rate_real': 3.593890155062302e-05, 'epoch': 1.96}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 73.0, 'epoch': 1.97}
+{'train/ce_loss': 0.6424038410186768, 'train/diffusion_loss': 0.46198225021362305, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 118.0, 'epoch': 1.97}
+{'train/ce_loss': 1.1016921997070312, 'train/diffusion_loss': 0.4736427366733551, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 194.0, 'epoch': 1.97}
+{'train/ce_loss': 1.4815905094146729, 'train/diffusion_loss': 0.5322288870811462, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 113.0, 'epoch': 1.97}
+{'train/ce_loss': 1.18767511844635, 'train/diffusion_loss': 0.47885820269584656, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 218.0, 'epoch': 1.97}
+{'train/ce_loss': 1.780787467956543, 'train/diffusion_loss': 0.5103064179420471, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 116.0, 'epoch': 1.97}
+{'train/ce_loss': 1.6769214868545532, 'train/diffusion_loss': 0.4994470775127411, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 149.0, 'epoch': 1.97}
+{'train/ce_loss': 1.4416401386260986, 'train/diffusion_loss': 0.5187427401542664, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 98.0, 'epoch': 1.97}
+{'train/ce_loss': 1.0573840141296387, 'train/diffusion_loss': 0.4316572844982147, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 139.0, 'epoch': 1.97}
+{'train/ce_loss': 1.3140389919281006, 'train/diffusion_loss': 0.5136324763298035, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 115.0, 'epoch': 1.97}
+{'train/ce_loss': 1.34696364402771, 'train/diffusion_loss': 0.502585768699646, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 145.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 145.0, 'debug/num_lat_loss': 71.0, 'epoch': 1.97}
+{'train/ce_loss': 1.169870376586914, 'train/diffusion_loss': 0.5041255950927734, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 68.0, 'epoch': 1.97}
+{'train/ce_loss': 0.8204115033149719, 'train/diffusion_loss': 0.49244868755340576, 'epoch': 1.97}
+{'train/learning_rate_real': 3.5755104841292974e-05, 'epoch': 1.97}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 84.0, 'epoch': 1.98}
+{'train/ce_loss': 0.8052069544792175, 'train/diffusion_loss': 0.48598453402519226, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 108.0, 'epoch': 1.98}
+{'train/ce_loss': 1.437324047088623, 'train/diffusion_loss': 0.5327728986740112, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 101.0, 'epoch': 1.98}
+{'train/ce_loss': 1.127748727798462, 'train/diffusion_loss': 0.5276960730552673, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 99.0, 'epoch': 1.98}
+{'train/ce_loss': 1.1166388988494873, 'train/diffusion_loss': 0.4914846420288086, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 78.0, 'epoch': 1.98}
+{'train/ce_loss': 0.7022771835327148, 'train/diffusion_loss': 0.49021950364112854, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 125.0, 'epoch': 1.98}
+{'train/ce_loss': 1.0745738744735718, 'train/diffusion_loss': 0.5150594711303711, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 57.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 57.0, 'epoch': 1.98}
+{'train/ce_loss': 0.5565803050994873, 'train/diffusion_loss': 0.5047715306282043, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 79.0, 'epoch': 1.98}
+{'train/ce_loss': 1.127529501914978, 'train/diffusion_loss': 0.5372883677482605, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 117.0, 'epoch': 1.98}
+{'train/ce_loss': 1.2271809577941895, 'train/diffusion_loss': 0.4949849545955658, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 63.0, 'epoch': 1.98}
+{'train/ce_loss': 0.8350865840911865, 'train/diffusion_loss': 0.427079975605011, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 208.0, 'epoch': 1.98}
+{'train/ce_loss': 1.7078841924667358, 'train/diffusion_loss': 0.5692232251167297, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 156.0, 'epoch': 1.98}
+{'train/ce_loss': 1.654238224029541, 'train/diffusion_loss': 0.43959492444992065, 'epoch': 1.98}
+{'train/learning_rate_real': 3.557059200417691e-05, 'epoch': 1.98}
+{'debug/num_tok_total': 376.0, 'debug/num_tok_loss': 221.0, 'debug/num_lat_total': 376.0, 'debug/num_lat_loss': 221.0, 'epoch': 1.99}
+{'train/ce_loss': 1.7300671339035034, 'train/diffusion_loss': 0.5371229648590088, 'epoch': 1.99}
+{'train/learning_rate_real': 3.5385375325047166e-05, 'epoch': 1.99}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 168.0, 'epoch': 1.99}
+{'train/ce_loss': 1.2917832136154175, 'train/diffusion_loss': 0.49046945571899414, 'epoch': 1.99}
+{'train/learning_rate_real': 3.5385375325047166e-05, 'epoch': 1.99}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 105.0, 'epoch': 1.99}
+{'train/ce_loss': 1.1181923151016235, 'train/diffusion_loss': 0.48452121019363403, 'epoch': 1.99}
+{'train/learning_rate_real': 3.5385375325047166e-05, 'epoch': 1.99}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 155.0, 'epoch': 1.99}
+{'train/ce_loss': 1.6776262521743774, 'train/diffusion_loss': 0.5458362102508545, 'epoch': 1.99}
+{'train/learning_rate_real': 3.5385375325047166e-05, 'epoch': 1.99}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 147.0, 'epoch': 1.99}
+{'train/ce_loss': 1.6358636617660522, 'train/diffusion_loss': 0.5770760774612427, 'epoch': 1.99}
+{'train/learning_rate_real': 3.5385375325047166e-05, 'epoch': 1.99}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 179.0, 'epoch': 1.99}
+{'train/ce_loss': 1.6624494791030884, 'train/diffusion_loss': 0.5340276956558228, 'epoch': 1.99}
+{'train/learning_rate_real': 3.5385375325047166e-05, 'epoch': 1.99}
+{'debug/num_tok_total': 204.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 204.0, 'debug/num_lat_loss': 130.0, 'epoch': 1.99}
+{'train/ce_loss': 1.341977834701538, 'train/diffusion_loss': 0.5285270810127258, 'epoch': 1.99}
+{'train/learning_rate_real': 3.5385375325047166e-05, 'epoch': 1.99}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 114.0, 'epoch': 1.99}
+{'train/ce_loss': 1.1755938529968262, 'train/diffusion_loss': 0.49220705032348633, 'epoch': 1.99}
+{'train/learning_rate_real': 3.5385375325047166e-05, 'epoch': 1.99}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 191.0, 'epoch': 2.0}
+{'train/ce_loss': 1.5144660472869873, 'train/diffusion_loss': 0.523320734500885, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.0}
+{'train/ce_loss': 1.040574073791504, 'train/diffusion_loss': 0.49271705746650696, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 112.0, 'epoch': 2.0}
+{'train/ce_loss': 1.1955375671386719, 'train/diffusion_loss': 0.5281803607940674, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.0}
+{'train/ce_loss': 1.3671858310699463, 'train/diffusion_loss': 0.4901829957962036, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.0}
+{'train/ce_loss': 1.0759819746017456, 'train/diffusion_loss': 0.4952338635921478, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 151.0, 'epoch': 2.0}
+{'train/ce_loss': 1.3929979801177979, 'train/diffusion_loss': 0.46506646275520325, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.0}
+{'train/ce_loss': 1.135657787322998, 'train/diffusion_loss': 0.47541290521621704, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 89.0, 'epoch': 2.0}
+{'train/ce_loss': 0.8851341009140015, 'train/diffusion_loss': 0.4334488809108734, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 177.0, 'epoch': 2.0}
+{'train/ce_loss': 1.541662335395813, 'train/diffusion_loss': 0.5941548943519592, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 144.0, 'epoch': 2.0}
+{'train/ce_loss': 1.241112232208252, 'train/diffusion_loss': 0.595332145690918, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 57.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 57.0, 'epoch': 2.0}
+{'train/ce_loss': 0.5317342281341553, 'train/diffusion_loss': 0.4055745303630829, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 138.0, 'epoch': 2.0}
+{'train/ce_loss': 1.1975297927856445, 'train/diffusion_loss': 0.5230877995491028, 'epoch': 2.0}
+{'train/learning_rate_real': 3.519946713654134e-05, 'epoch': 2.0}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.01}
+{'train/ce_loss': 1.067990779876709, 'train/diffusion_loss': 0.518838107585907, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 219.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 219.0, 'epoch': 2.01}
+{'train/ce_loss': 1.4056954383850098, 'train/diffusion_loss': 0.5012242794036865, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 99.0, 'epoch': 2.01}
+{'train/ce_loss': 1.0118367671966553, 'train/diffusion_loss': 0.5761497616767883, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.01}
+{'train/ce_loss': 1.2595411539077759, 'train/diffusion_loss': 0.46209174394607544, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 123.0, 'epoch': 2.01}
+{'train/ce_loss': 0.8746750354766846, 'train/diffusion_loss': 0.4844610095024109, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 158.0, 'epoch': 2.01}
+{'train/ce_loss': 1.1678364276885986, 'train/diffusion_loss': 0.4734686017036438, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 182.0, 'epoch': 2.01}
+{'train/ce_loss': 1.3329260349273682, 'train/diffusion_loss': 0.47440826892852783, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 144.0, 'epoch': 2.01}
+{'train/ce_loss': 1.561094045639038, 'train/diffusion_loss': 0.5260177254676819, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.01}
+{'train/ce_loss': 1.6760281324386597, 'train/diffusion_loss': 0.5301527976989746, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.01}
+{'train/ce_loss': 0.9134553074836731, 'train/diffusion_loss': 0.5360428094863892, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 81.0, 'epoch': 2.01}
+{'train/ce_loss': 0.8583715558052063, 'train/diffusion_loss': 0.5096758008003235, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.01}
+{'train/ce_loss': 1.022477388381958, 'train/diffusion_loss': 0.44634386897087097, 'epoch': 2.01}
+{'train/learning_rate_real': 3.501287981734113e-05, 'epoch': 2.01}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 164.0, 'epoch': 2.02}
+{'train/ce_loss': 1.6450997591018677, 'train/diffusion_loss': 0.5681861042976379, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 172.0, 'epoch': 2.02}
+{'train/ce_loss': 1.4816619157791138, 'train/diffusion_loss': 0.5329449772834778, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 90.0, 'epoch': 2.02}
+{'train/ce_loss': 1.031782865524292, 'train/diffusion_loss': 0.4551284611225128, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 114.0, 'epoch': 2.02}
+{'train/ce_loss': 1.1574088335037231, 'train/diffusion_loss': 0.5252541303634644, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 122.0, 'epoch': 2.02}
+{'train/ce_loss': 0.9766833186149597, 'train/diffusion_loss': 0.4877263605594635, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 177.0, 'epoch': 2.02}
+{'train/ce_loss': 1.1921061277389526, 'train/diffusion_loss': 0.6279892325401306, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.02}
+{'train/ce_loss': 0.8435149192810059, 'train/diffusion_loss': 0.4488140642642975, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 172.0, 'epoch': 2.02}
+{'train/ce_loss': 1.4303967952728271, 'train/diffusion_loss': 0.5341638326644897, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 369.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 369.0, 'debug/num_lat_loss': 214.0, 'epoch': 2.02}
+{'train/ce_loss': 1.8644988536834717, 'train/diffusion_loss': 0.5087690353393555, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 163.0, 'epoch': 2.02}
+{'train/ce_loss': 1.5314451456069946, 'train/diffusion_loss': 0.5328240990638733, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 140.0, 'epoch': 2.02}
+{'train/ce_loss': 1.0184149742126465, 'train/diffusion_loss': 0.5294161438941956, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 114.0, 'epoch': 2.02}
+{'train/ce_loss': 0.99285888671875, 'train/diffusion_loss': 0.4972030222415924, 'epoch': 2.02}
+{'train/learning_rate_real': 3.4825625791348096e-05, 'epoch': 2.02}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 135.0, 'epoch': 2.04}
+{'train/ce_loss': 1.4019765853881836, 'train/diffusion_loss': 0.531432032585144, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.04}
+{'train/ce_loss': 0.9466711282730103, 'train/diffusion_loss': 0.45554855465888977, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.04}
+{'train/ce_loss': 0.8273978233337402, 'train/diffusion_loss': 0.46141931414604187, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 136.0, 'epoch': 2.04}
+{'train/ce_loss': 1.0617120265960693, 'train/diffusion_loss': 0.48716768622398376, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 108.0, 'epoch': 2.04}
+{'train/ce_loss': 1.3391629457473755, 'train/diffusion_loss': 0.5048650503158569, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 155.0, 'epoch': 2.04}
+{'train/ce_loss': 1.58658766746521, 'train/diffusion_loss': 0.4836144745349884, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 177.0, 'epoch': 2.04}
+{'train/ce_loss': 1.3802080154418945, 'train/diffusion_loss': 0.4868326187133789, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.04}
+{'train/ce_loss': 1.0437794923782349, 'train/diffusion_loss': 0.5056784749031067, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 185.0, 'epoch': 2.04}
+{'train/ce_loss': 1.8092581033706665, 'train/diffusion_loss': 0.5681942105293274, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.04}
+{'train/ce_loss': 1.4376126527786255, 'train/diffusion_loss': 0.4554715156555176, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'debug/num_tok_total': 213.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 213.0, 'debug/num_lat_loss': 74.0, 'epoch': 2.04}
+{'train/ce_loss': 0.7093266248703003, 'train/diffusion_loss': 0.48819199204444885, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 166.0, 'epoch': 2.04}
+{'train/ce_loss': 1.7752031087875366, 'train/diffusion_loss': 0.5290517210960388, 'epoch': 2.04}
+{'train/learning_rate_real': 3.4637717526856406e-05, 'epoch': 2.04}
+{'loss': 19.6281, 'grad_norm': 21.056270599365234, 'learning_rate': 3.4637717526856406e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 183.0, 'epoch': 2.05}
+{'train/ce_loss': 1.2696317434310913, 'train/diffusion_loss': 0.5101744532585144, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.05}
+{'train/ce_loss': 1.3354822397232056, 'train/diffusion_loss': 0.46446189284324646, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 124.0, 'epoch': 2.05}
+{'train/ce_loss': 1.2531203031539917, 'train/diffusion_loss': 0.5126556158065796, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 218.0, 'epoch': 2.05}
+{'train/ce_loss': 1.5608041286468506, 'train/diffusion_loss': 0.532797634601593, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.05}
+{'train/ce_loss': 1.4221982955932617, 'train/diffusion_loss': 0.5030755996704102, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 120.0, 'epoch': 2.05}
+{'train/ce_loss': 1.1857470273971558, 'train/diffusion_loss': 0.5367996692657471, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 168.0, 'epoch': 2.05}
+{'train/ce_loss': 1.1844313144683838, 'train/diffusion_loss': 0.49502259492874146, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.05}
+{'train/ce_loss': 1.5673414468765259, 'train/diffusion_loss': 0.534583568572998, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 162.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 162.0, 'debug/num_lat_loss': 88.0, 'epoch': 2.05}
+{'train/ce_loss': 0.8230007290840149, 'train/diffusion_loss': 0.4615490734577179, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.05}
+{'train/ce_loss': 0.973764955997467, 'train/diffusion_loss': 0.5220849514007568, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.05}
+{'train/ce_loss': 1.16349196434021, 'train/diffusion_loss': 0.5724931359291077, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 146.0, 'epoch': 2.05}
+{'train/ce_loss': 1.5428491830825806, 'train/diffusion_loss': 0.49969157576560974, 'epoch': 2.05}
+{'train/learning_rate_real': 3.444916753572266e-05, 'epoch': 2.05}
+{'debug/num_tok_total': 181.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 181.0, 'debug/num_lat_loss': 107.0, 'epoch': 2.06}
+{'train/ce_loss': 1.3676811456680298, 'train/diffusion_loss': 0.516284704208374, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 97.0, 'epoch': 2.06}
+{'train/ce_loss': 1.1122171878814697, 'train/diffusion_loss': 0.42800700664520264, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 109.0, 'epoch': 2.06}
+{'train/ce_loss': 1.1228556632995605, 'train/diffusion_loss': 0.5028067827224731, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 78.0, 'epoch': 2.06}
+{'train/ce_loss': 0.8143242597579956, 'train/diffusion_loss': 0.4402950406074524, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 131.0, 'epoch': 2.06}
+{'train/ce_loss': 1.3569090366363525, 'train/diffusion_loss': 0.5587311387062073, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 194.0, 'epoch': 2.06}
+{'train/ce_loss': 1.3350876569747925, 'train/diffusion_loss': 0.4931848645210266, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 74.0, 'epoch': 2.06}
+{'train/ce_loss': 0.8006115555763245, 'train/diffusion_loss': 0.4174625873565674, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 420.0, 'debug/num_tok_loss': 223.0, 'debug/num_lat_total': 420.0, 'debug/num_lat_loss': 223.0, 'epoch': 2.06}
+{'train/ce_loss': 1.3262829780578613, 'train/diffusion_loss': 0.5183334350585938, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 127.0, 'epoch': 2.06}
+{'train/ce_loss': 1.1640044450759888, 'train/diffusion_loss': 0.4827682673931122, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 63.0, 'epoch': 2.06}
+{'train/ce_loss': 0.7762171030044556, 'train/diffusion_loss': 0.46400395035743713, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 153.0, 'epoch': 2.06}
+{'train/ce_loss': 1.3342537879943848, 'train/diffusion_loss': 0.481158584356308, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 191.0, 'epoch': 2.06}
+{'train/ce_loss': 1.89229416847229, 'train/diffusion_loss': 0.5919442772865295, 'epoch': 2.06}
+{'train/learning_rate_real': 3.425998837253278e-05, 'epoch': 2.06}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 136.0, 'epoch': 2.07}
+{'train/ce_loss': 1.2059580087661743, 'train/diffusion_loss': 0.49444085359573364, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 136.0, 'epoch': 2.07}
+{'train/ce_loss': 1.1872926950454712, 'train/diffusion_loss': 0.5230400562286377, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 98.0, 'epoch': 2.07}
+{'train/ce_loss': 1.043384075164795, 'train/diffusion_loss': 0.3878915011882782, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.07}
+{'train/ce_loss': 1.000740647315979, 'train/diffusion_loss': 0.4699968099594116, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 127.0, 'epoch': 2.07}
+{'train/ce_loss': 1.239474892616272, 'train/diffusion_loss': 0.6087201237678528, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 184.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 184.0, 'epoch': 2.07}
+{'train/ce_loss': 1.7251534461975098, 'train/diffusion_loss': 0.4974718689918518, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 383.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 383.0, 'debug/num_lat_loss': 189.0, 'epoch': 2.07}
+{'train/ce_loss': 1.4741315841674805, 'train/diffusion_loss': 0.4861743152141571, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.07}
+{'train/ce_loss': 1.0033565759658813, 'train/diffusion_loss': 0.453620970249176, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 112.0, 'epoch': 2.07}
+{'train/ce_loss': 1.1693131923675537, 'train/diffusion_loss': 0.47918909788131714, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 68.0, 'epoch': 2.07}
+{'train/ce_loss': 0.6550381183624268, 'train/diffusion_loss': 0.4545763432979584, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 58.0, 'epoch': 2.07}
+{'train/ce_loss': 0.8453159928321838, 'train/diffusion_loss': 0.46873602271080017, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 380.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 380.0, 'debug/num_lat_loss': 186.0, 'epoch': 2.07}
+{'train/ce_loss': 1.4176338911056519, 'train/diffusion_loss': 0.48065775632858276, 'epoch': 2.07}
+{'train/learning_rate_real': 3.4070192633766025e-05, 'epoch': 2.07}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 112.0, 'epoch': 2.08}
+{'train/ce_loss': 1.1811920404434204, 'train/diffusion_loss': 0.4835513234138489, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 166.0, 'epoch': 2.08}
+{'train/ce_loss': 1.339653491973877, 'train/diffusion_loss': 0.49751830101013184, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 180.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 180.0, 'debug/num_lat_loss': 106.0, 'epoch': 2.08}
+{'train/ce_loss': 1.0375010967254639, 'train/diffusion_loss': 0.4667659401893616, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 97.0, 'epoch': 2.08}
+{'train/ce_loss': 1.0792067050933838, 'train/diffusion_loss': 0.4317210614681244, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.08}
+{'train/ce_loss': 0.9912901520729065, 'train/diffusion_loss': 0.4940010607242584, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 122.0, 'epoch': 2.08}
+{'train/ce_loss': 1.1254897117614746, 'train/diffusion_loss': 0.5179702043533325, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 189.0, 'epoch': 2.08}
+{'train/ce_loss': 1.6391884088516235, 'train/diffusion_loss': 0.47009336948394775, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 151.0, 'epoch': 2.08}
+{'train/ce_loss': 1.4343352317810059, 'train/diffusion_loss': 0.6148794889450073, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 141.0, 'epoch': 2.08}
+{'train/ce_loss': 0.9691319465637207, 'train/diffusion_loss': 0.4715159237384796, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 140.0, 'epoch': 2.08}
+{'train/ce_loss': 1.1951416730880737, 'train/diffusion_loss': 0.5493741035461426, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.08}
+{'train/ce_loss': 1.134164810180664, 'train/diffusion_loss': 0.475450336933136, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 140.0, 'epoch': 2.08}
+{'train/ce_loss': 1.1574863195419312, 'train/diffusion_loss': 0.6097104549407959, 'epoch': 2.08}
+{'train/learning_rate_real': 3.387979295695632e-05, 'epoch': 2.08}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 210.0, 'epoch': 2.1}
+{'train/ce_loss': 1.3682501316070557, 'train/diffusion_loss': 0.5010388493537903, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 86.0, 'epoch': 2.1}
+{'train/ce_loss': 0.8633759617805481, 'train/diffusion_loss': 0.5182589292526245, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 94.0, 'epoch': 2.1}
+{'train/ce_loss': 0.8876131772994995, 'train/diffusion_loss': 0.4371297061443329, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 151.0, 'epoch': 2.1}
+{'train/ce_loss': 1.6291769742965698, 'train/diffusion_loss': 0.5170428156852722, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 216.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 216.0, 'debug/num_lat_loss': 72.0, 'epoch': 2.1}
+{'train/ce_loss': 0.8740890622138977, 'train/diffusion_loss': 0.4364071190357208, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 123.0, 'epoch': 2.1}
+{'train/ce_loss': 1.133989930152893, 'train/diffusion_loss': 0.5494330525398254, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 157.0, 'epoch': 2.1}
+{'train/ce_loss': 1.369216799736023, 'train/diffusion_loss': 0.5151402354240417, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 166.0, 'epoch': 2.1}
+{'train/ce_loss': 1.6325185298919678, 'train/diffusion_loss': 0.5357557535171509, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 93.0, 'epoch': 2.1}
+{'train/ce_loss': 1.2085403203964233, 'train/diffusion_loss': 0.49478283524513245, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 87.0, 'epoch': 2.1}
+{'train/ce_loss': 0.9372806549072266, 'train/diffusion_loss': 0.4929533302783966, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.1}
+{'train/ce_loss': 1.2934283018112183, 'train/diffusion_loss': 0.5897142291069031, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 95.0, 'epoch': 2.1}
+{'train/ce_loss': 0.7530743479728699, 'train/diffusion_loss': 0.44058895111083984, 'epoch': 2.1}
+{'train/learning_rate_real': 3.368880201985076e-05, 'epoch': 2.1}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.11}
+{'train/ce_loss': 1.2171742916107178, 'train/diffusion_loss': 0.4987274706363678, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.11}
+{'train/ce_loss': 1.4882279634475708, 'train/diffusion_loss': 0.561973512172699, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 367.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 367.0, 'debug/num_lat_loss': 189.0, 'epoch': 2.11}
+{'train/ce_loss': 1.432024359703064, 'train/diffusion_loss': 0.564549446105957, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.11}
+{'train/ce_loss': 1.4866302013397217, 'train/diffusion_loss': 0.4845883250236511, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 191.0, 'epoch': 2.11}
+{'train/ce_loss': 1.5153429508209229, 'train/diffusion_loss': 0.5760511755943298, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 98.0, 'epoch': 2.11}
+{'train/ce_loss': 0.9415599703788757, 'train/diffusion_loss': 0.5132514834403992, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 129.0, 'epoch': 2.11}
+{'train/ce_loss': 1.138576626777649, 'train/diffusion_loss': 0.465902715921402, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.11}
+{'train/ce_loss': 0.9594786167144775, 'train/diffusion_loss': 0.4100416302680969, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.11}
+{'train/ce_loss': 1.338297963142395, 'train/diffusion_loss': 0.49714523553848267, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 129.0, 'epoch': 2.11}
+{'train/ce_loss': 1.3642243146896362, 'train/diffusion_loss': 0.493914395570755, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 68.0, 'epoch': 2.11}
+{'train/ce_loss': 0.8034171462059021, 'train/diffusion_loss': 0.4715392291545868, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 204.0, 'epoch': 2.11}
+{'train/ce_loss': 1.3346937894821167, 'train/diffusion_loss': 0.508002519607544, 'epoch': 2.11}
+{'train/learning_rate_real': 3.349723253956542e-05, 'epoch': 2.11}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.12}
+{'train/ce_loss': 1.422491192817688, 'train/diffusion_loss': 0.4829457104206085, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 167.0, 'debug/num_tok_loss': 54.0, 'debug/num_lat_total': 167.0, 'debug/num_lat_loss': 54.0, 'epoch': 2.12}
+{'train/ce_loss': 0.5137240290641785, 'train/diffusion_loss': 0.374094694852829, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 84.0, 'epoch': 2.12}
+{'train/ce_loss': 0.694566011428833, 'train/diffusion_loss': 0.4697416424751282, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 216.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 216.0, 'debug/num_lat_loss': 103.0, 'epoch': 2.12}
+{'train/ce_loss': 1.1144158840179443, 'train/diffusion_loss': 0.4547095000743866, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.12}
+{'train/ce_loss': 1.4222829341888428, 'train/diffusion_loss': 0.5580952763557434, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 129.0, 'epoch': 2.12}
+{'train/ce_loss': 1.3679641485214233, 'train/diffusion_loss': 0.5602779984474182, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 73.0, 'epoch': 2.12}
+{'train/ce_loss': 0.8690987825393677, 'train/diffusion_loss': 0.49129173159599304, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 141.0, 'epoch': 2.12}
+{'train/ce_loss': 1.2874040603637695, 'train/diffusion_loss': 0.525502622127533, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 145.0, 'epoch': 2.12}
+{'train/ce_loss': 1.4183679819107056, 'train/diffusion_loss': 0.5426516532897949, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 121.0, 'epoch': 2.12}
+{'train/ce_loss': 0.976922869682312, 'train/diffusion_loss': 0.5120033025741577, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 152.0, 'epoch': 2.12}
+{'train/ce_loss': 1.2146612405776978, 'train/diffusion_loss': 0.5251575112342834, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 108.0, 'epoch': 2.12}
+{'train/ce_loss': 1.234004259109497, 'train/diffusion_loss': 0.4723365008831024, 'epoch': 2.12}
+{'train/learning_rate_real': 3.3305097271738665e-05, 'epoch': 2.12}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 221.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 221.0, 'epoch': 2.13}
+{'train/ce_loss': 1.571641445159912, 'train/diffusion_loss': 0.5278885364532471, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 139.0, 'epoch': 2.13}
+{'train/ce_loss': 1.1249486207962036, 'train/diffusion_loss': 0.47123292088508606, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.13}
+{'train/ce_loss': 1.511293888092041, 'train/diffusion_loss': 0.485715389251709, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 176.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 176.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.13}
+{'train/ce_loss': 1.3290138244628906, 'train/diffusion_loss': 0.5218112468719482, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 121.0, 'epoch': 2.13}
+{'train/ce_loss': 1.1228656768798828, 'train/diffusion_loss': 0.49965155124664307, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 123.0, 'epoch': 2.13}
+{'train/ce_loss': 1.259871244430542, 'train/diffusion_loss': 0.5124895572662354, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.13}
+{'train/ce_loss': 1.0468785762786865, 'train/diffusion_loss': 0.43384453654289246, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 144.0, 'epoch': 2.13}
+{'train/ce_loss': 1.2965869903564453, 'train/diffusion_loss': 0.5635743737220764, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 167.0, 'epoch': 2.13}
+{'train/ce_loss': 1.4662505388259888, 'train/diffusion_loss': 0.48161911964416504, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 118.0, 'epoch': 2.13}
+{'train/ce_loss': 1.3850185871124268, 'train/diffusion_loss': 0.47986045479774475, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 89.0, 'epoch': 2.13}
+{'train/ce_loss': 1.004783034324646, 'train/diffusion_loss': 0.43665802478790283, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 103.0, 'epoch': 2.13}
+{'train/ce_loss': 0.9801597595214844, 'train/diffusion_loss': 0.492416650056839, 'epoch': 2.13}
+{'train/learning_rate_real': 3.3112409009681766e-05, 'epoch': 2.13}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 104.0, 'epoch': 2.15}
+{'train/ce_loss': 0.901343584060669, 'train/diffusion_loss': 0.4855090081691742, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.15}
+{'train/ce_loss': 1.1401242017745972, 'train/diffusion_loss': 0.5180813074111938, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 179.0, 'epoch': 2.15}
+{'train/ce_loss': 1.3750027418136597, 'train/diffusion_loss': 0.5269185900688171, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 94.0, 'epoch': 2.15}
+{'train/ce_loss': 0.815868079662323, 'train/diffusion_loss': 0.4448823928833008, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 121.0, 'epoch': 2.15}
+{'train/ce_loss': 1.2845008373260498, 'train/diffusion_loss': 0.5052153468132019, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 166.0, 'epoch': 2.15}
+{'train/ce_loss': 1.4020153284072876, 'train/diffusion_loss': 0.5234100818634033, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 90.0, 'epoch': 2.15}
+{'train/ce_loss': 0.8128994107246399, 'train/diffusion_loss': 0.5306249260902405, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.15}
+{'train/ce_loss': 1.0139402151107788, 'train/diffusion_loss': 0.45645400881767273, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.15}
+{'train/ce_loss': 1.111822485923767, 'train/diffusion_loss': 0.5161111950874329, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 137.0, 'epoch': 2.15}
+{'train/ce_loss': 1.5108450651168823, 'train/diffusion_loss': 0.5271109938621521, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 84.0, 'epoch': 2.15}
+{'train/ce_loss': 1.0143324136734009, 'train/diffusion_loss': 0.45719555020332336, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 396.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 396.0, 'debug/num_lat_loss': 199.0, 'epoch': 2.15}
+{'train/ce_loss': 1.5520141124725342, 'train/diffusion_loss': 0.5073487758636475, 'epoch': 2.15}
+{'train/learning_rate_real': 3.291918058352706e-05, 'epoch': 2.15}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 138.0, 'epoch': 2.16}
+{'train/ce_loss': 1.544448733329773, 'train/diffusion_loss': 0.5693870782852173, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.16}
+{'train/ce_loss': 1.0367871522903442, 'train/diffusion_loss': 0.5176243782043457, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 161.0, 'epoch': 2.16}
+{'train/ce_loss': 1.4554815292358398, 'train/diffusion_loss': 0.4769253134727478, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.16}
+{'train/ce_loss': 0.9436858296394348, 'train/diffusion_loss': 0.5252988338470459, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 79.0, 'epoch': 2.16}
+{'train/ce_loss': 0.8020386695861816, 'train/diffusion_loss': 0.430980920791626, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 138.0, 'epoch': 2.16}
+{'train/ce_loss': 1.0444320440292358, 'train/diffusion_loss': 0.4389989674091339, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 136.0, 'epoch': 2.16}
+{'train/ce_loss': 1.404809594154358, 'train/diffusion_loss': 0.5442882776260376, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 60.0, 'epoch': 2.16}
+{'train/ce_loss': 0.6606070399284363, 'train/diffusion_loss': 0.47604885697364807, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 157.0, 'epoch': 2.16}
+{'train/ce_loss': 1.6325591802597046, 'train/diffusion_loss': 0.5521591305732727, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 181.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 181.0, 'epoch': 2.16}
+{'train/ce_loss': 1.2071902751922607, 'train/diffusion_loss': 0.5112622976303101, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 141.0, 'epoch': 2.16}
+{'train/ce_loss': 1.4047966003417969, 'train/diffusion_loss': 0.4861440360546112, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 171.0, 'epoch': 2.16}
+{'train/ce_loss': 1.3487623929977417, 'train/diffusion_loss': 0.48116815090179443, 'epoch': 2.16}
+{'train/learning_rate_real': 3.272542485937369e-05, 'epoch': 2.16}
+{'loss': 19.2962, 'grad_norm': 22.553380966186523, 'learning_rate': 3.272542485937369e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 166.0, 'epoch': 2.17}
+{'train/ce_loss': 1.5827499628067017, 'train/diffusion_loss': 0.5167365074157715, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 185.0, 'epoch': 2.17}
+{'train/ce_loss': 1.3301925659179688, 'train/diffusion_loss': 0.5501307845115662, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 63.0, 'epoch': 2.17}
+{'train/ce_loss': 0.6269617676734924, 'train/diffusion_loss': 0.6065329313278198, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 137.0, 'epoch': 2.17}
+{'train/ce_loss': 1.2866584062576294, 'train/diffusion_loss': 0.5895346999168396, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 366.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 366.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.17}
+{'train/ce_loss': 1.1592228412628174, 'train/diffusion_loss': 0.5056478977203369, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 164.0, 'epoch': 2.17}
+{'train/ce_loss': 1.175585389137268, 'train/diffusion_loss': 0.5391755104064941, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 178.0, 'epoch': 2.17}
+{'train/ce_loss': 1.5776129961013794, 'train/diffusion_loss': 0.5191838145256042, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 130.0, 'epoch': 2.17}
+{'train/ce_loss': 1.2995985746383667, 'train/diffusion_loss': 0.5201928019523621, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.17}
+{'train/ce_loss': 1.2349292039871216, 'train/diffusion_loss': 0.5156916379928589, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 136.0, 'epoch': 2.17}
+{'train/ce_loss': 1.0146093368530273, 'train/diffusion_loss': 0.5073913335800171, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 103.0, 'epoch': 2.17}
+{'train/ce_loss': 1.2869542837142944, 'train/diffusion_loss': 0.48064082860946655, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 92.0, 'epoch': 2.17}
+{'train/ce_loss': 0.9835129976272583, 'train/diffusion_loss': 0.49679359793663025, 'epoch': 2.17}
+{'train/learning_rate_real': 3.253115473843086e-05, 'epoch': 2.17}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 80.0, 'epoch': 2.18}
+{'train/ce_loss': 0.7748062014579773, 'train/diffusion_loss': 0.45477572083473206, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.18}
+{'train/ce_loss': 1.0995752811431885, 'train/diffusion_loss': 0.4502379596233368, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 145.0, 'epoch': 2.18}
+{'train/ce_loss': 1.4009802341461182, 'train/diffusion_loss': 0.5363984107971191, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 157.0, 'epoch': 2.18}
+{'train/ce_loss': 1.0727380514144897, 'train/diffusion_loss': 0.4869537353515625, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.18}
+{'train/ce_loss': 1.2128835916519165, 'train/diffusion_loss': 0.5334276556968689, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 315.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 315.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.18}
+{'train/ce_loss': 1.1404099464416504, 'train/diffusion_loss': 0.5492376089096069, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.18}
+{'train/ce_loss': 1.2004282474517822, 'train/diffusion_loss': 0.5821780562400818, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.18}
+{'train/ce_loss': 1.3717011213302612, 'train/diffusion_loss': 0.5634841918945312, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 166.0, 'epoch': 2.18}
+{'train/ce_loss': 1.3193155527114868, 'train/diffusion_loss': 0.4917043149471283, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 178.0, 'epoch': 2.18}
+{'train/ce_loss': 1.2677631378173828, 'train/diffusion_loss': 0.5252161026000977, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 104.0, 'epoch': 2.18}
+{'train/ce_loss': 1.0761905908584595, 'train/diffusion_loss': 0.5224960446357727, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 68.0, 'epoch': 2.18}
+{'train/ce_loss': 0.7908791303634644, 'train/diffusion_loss': 0.3659432530403137, 'epoch': 2.18}
+{'train/learning_rate_real': 3.233638315615887e-05, 'epoch': 2.18}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 105.0, 'epoch': 2.19}
+{'train/ce_loss': 1.1006072759628296, 'train/diffusion_loss': 0.5344350934028625, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 52.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 52.0, 'epoch': 2.19}
+{'train/ce_loss': 0.7587870359420776, 'train/diffusion_loss': 0.3774969279766083, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 161.0, 'epoch': 2.19}
+{'train/ce_loss': 1.3062101602554321, 'train/diffusion_loss': 0.4764793813228607, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 95.0, 'epoch': 2.19}
+{'train/ce_loss': 1.036341667175293, 'train/diffusion_loss': 0.4332260191440582, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 92.0, 'epoch': 2.19}
+{'train/ce_loss': 1.04985511302948, 'train/diffusion_loss': 0.4408206045627594, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 171.0, 'epoch': 2.19}
+{'train/ce_loss': 1.3996543884277344, 'train/diffusion_loss': 0.4810234308242798, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 367.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 367.0, 'debug/num_lat_loss': 186.0, 'epoch': 2.19}
+{'train/ce_loss': 1.5666159391403198, 'train/diffusion_loss': 0.5163457989692688, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 139.0, 'epoch': 2.19}
+{'train/ce_loss': 1.0399678945541382, 'train/diffusion_loss': 0.5571991801261902, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 150.0, 'epoch': 2.19}
+{'train/ce_loss': 1.4367334842681885, 'train/diffusion_loss': 0.5484165549278259, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 157.0, 'epoch': 2.19}
+{'train/ce_loss': 1.218124508857727, 'train/diffusion_loss': 0.5542767643928528, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.19}
+{'train/ce_loss': 0.9851342439651489, 'train/diffusion_loss': 0.4980725646018982, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.19}
+{'train/ce_loss': 1.2125835418701172, 'train/diffusion_loss': 0.5444229245185852, 'epoch': 2.19}
+{'train/learning_rate_real': 3.214112308140777e-05, 'epoch': 2.19}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 133.0, 'epoch': 2.21}
+{'train/ce_loss': 1.2255542278289795, 'train/diffusion_loss': 0.42806777358055115, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.21}
+{'train/ce_loss': 0.9847485423088074, 'train/diffusion_loss': 0.45229238271713257, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.21}
+{'train/ce_loss': 1.254447102546692, 'train/diffusion_loss': 0.5364298224449158, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.21}
+{'train/ce_loss': 1.2061388492584229, 'train/diffusion_loss': 0.5061207413673401, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 115.0, 'epoch': 2.21}
+{'train/ce_loss': 1.1411501169204712, 'train/diffusion_loss': 0.5003754496574402, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.21}
+{'train/ce_loss': 1.4003758430480957, 'train/diffusion_loss': 0.514017641544342, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 145.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 145.0, 'debug/num_lat_loss': 71.0, 'epoch': 2.21}
+{'train/ce_loss': 0.9509046077728271, 'train/diffusion_loss': 0.4130271077156067, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 197.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 197.0, 'debug/num_lat_loss': 84.0, 'epoch': 2.21}
+{'train/ce_loss': 0.8243356943130493, 'train/diffusion_loss': 0.457533061504364, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 249.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 249.0, 'debug/num_lat_loss': 136.0, 'epoch': 2.21}
+{'train/ce_loss': 1.150476336479187, 'train/diffusion_loss': 0.4663064777851105, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.21}
+{'train/ce_loss': 1.3523179292678833, 'train/diffusion_loss': 0.5224169492721558, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.21}
+{'train/ce_loss': 1.1727817058563232, 'train/diffusion_loss': 0.4914112389087677, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 75.0, 'epoch': 2.21}
+{'train/ce_loss': 0.6935323476791382, 'train/diffusion_loss': 0.39349809288978577, 'epoch': 2.21}
+{'train/learning_rate_real': 3.1945387515553846e-05, 'epoch': 2.21}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 122.0, 'epoch': 2.22}
+{'train/ce_loss': 0.5319551825523376, 'train/diffusion_loss': 0.4998084306716919, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 183.0, 'epoch': 2.22}
+{'train/ce_loss': 1.628112554550171, 'train/diffusion_loss': 0.47959110140800476, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.22}
+{'train/ce_loss': 1.1900280714035034, 'train/diffusion_loss': 0.49840447306632996, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 167.0, 'epoch': 2.22}
+{'train/ce_loss': 1.3824741840362549, 'train/diffusion_loss': 0.49435603618621826, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 376.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 376.0, 'debug/num_lat_loss': 180.0, 'epoch': 2.22}
+{'train/ce_loss': 1.5104293823242188, 'train/diffusion_loss': 0.4606185257434845, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 164.0, 'epoch': 2.22}
+{'train/ce_loss': 1.4292138814926147, 'train/diffusion_loss': 0.5539693832397461, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 281.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 281.0, 'debug/num_lat_loss': 71.0, 'epoch': 2.22}
+{'train/ce_loss': 0.9433947801589966, 'train/diffusion_loss': 0.5380421876907349, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.22}
+{'train/ce_loss': 0.9752024412155151, 'train/diffusion_loss': 0.5044745206832886, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 226.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 226.0, 'epoch': 2.22}
+{'train/ce_loss': 1.496590256690979, 'train/diffusion_loss': 0.5983750224113464, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 137.0, 'epoch': 2.22}
+{'train/ce_loss': 1.1898224353790283, 'train/diffusion_loss': 0.5701643824577332, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 177.0, 'epoch': 2.22}
+{'train/ce_loss': 1.2910518646240234, 'train/diffusion_loss': 0.46238088607788086, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 137.0, 'epoch': 2.22}
+{'train/ce_loss': 0.953163206577301, 'train/diffusion_loss': 0.4812309145927429, 'epoch': 2.22}
+{'train/learning_rate_real': 3.174918949163392e-05, 'epoch': 2.22}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 121.0, 'epoch': 2.23}
+{'train/ce_loss': 0.9319901466369629, 'train/diffusion_loss': 0.524587094783783, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 148.0, 'epoch': 2.23}
+{'train/ce_loss': 1.381629228591919, 'train/diffusion_loss': 0.4983764886856079, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.23}
+{'train/ce_loss': 1.0541648864746094, 'train/diffusion_loss': 0.4633007049560547, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 136.0, 'epoch': 2.23}
+{'train/ce_loss': 1.0881637334823608, 'train/diffusion_loss': 0.5038604736328125, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 174.0, 'epoch': 2.23}
+{'train/ce_loss': 1.5043330192565918, 'train/diffusion_loss': 0.5032856464385986, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.23}
+{'train/ce_loss': 1.0869858264923096, 'train/diffusion_loss': 0.5119048357009888, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 183.0, 'epoch': 2.23}
+{'train/ce_loss': 1.4649444818496704, 'train/diffusion_loss': 0.5172482132911682, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 118.0, 'epoch': 2.23}
+{'train/ce_loss': 1.1790183782577515, 'train/diffusion_loss': 0.4806658923625946, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 104.0, 'epoch': 2.23}
+{'train/ce_loss': 1.07600998878479, 'train/diffusion_loss': 0.4522913098335266, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 47.0, 'epoch': 2.23}
+{'train/ce_loss': 0.48630285263061523, 'train/diffusion_loss': 0.44657793641090393, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.23}
+{'train/ce_loss': 1.1486538648605347, 'train/diffusion_loss': 0.466148316860199, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 138.0, 'epoch': 2.23}
+{'train/ce_loss': 1.1381268501281738, 'train/diffusion_loss': 0.4678928554058075, 'epoch': 2.23}
+{'train/learning_rate_real': 3.1552542073477555e-05, 'epoch': 2.23}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 95.0, 'epoch': 2.24}
+{'train/ce_loss': 0.8720846176147461, 'train/diffusion_loss': 0.4153907597064972, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 98.0, 'epoch': 2.24}
+{'train/ce_loss': 0.9627745151519775, 'train/diffusion_loss': 0.47678273916244507, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.24}
+{'train/ce_loss': 1.4415898323059082, 'train/diffusion_loss': 0.5334848761558533, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.24}
+{'train/ce_loss': 1.0804089307785034, 'train/diffusion_loss': 0.47844257950782776, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.24}
+{'train/ce_loss': 1.193129062652588, 'train/diffusion_loss': 0.566827118396759, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 127.0, 'epoch': 2.24}
+{'train/ce_loss': 1.24869704246521, 'train/diffusion_loss': 0.5733797550201416, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 107.0, 'epoch': 2.24}
+{'train/ce_loss': 0.9397297501564026, 'train/diffusion_loss': 0.5081440210342407, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 107.0, 'epoch': 2.24}
+{'train/ce_loss': 1.1560018062591553, 'train/diffusion_loss': 0.5103991031646729, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 99.0, 'epoch': 2.24}
+{'train/ce_loss': 0.919856607913971, 'train/diffusion_loss': 0.43150049448013306, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.24}
+{'train/ce_loss': 1.1659821271896362, 'train/diffusion_loss': 0.5574207901954651, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 98.0, 'epoch': 2.24}
+{'train/ce_loss': 0.9519699215888977, 'train/diffusion_loss': 0.4837504029273987, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 114.0, 'epoch': 2.24}
+{'train/ce_loss': 1.3232195377349854, 'train/diffusion_loss': 0.5044603943824768, 'epoch': 2.24}
+{'train/learning_rate_real': 3.135545835483718e-05, 'epoch': 2.24}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 134.0, 'epoch': 2.25}
+{'train/ce_loss': 1.5983413457870483, 'train/diffusion_loss': 0.5523261427879333, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 124.0, 'epoch': 2.25}
+{'train/ce_loss': 1.1465498208999634, 'train/diffusion_loss': 0.47477179765701294, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 218.0, 'epoch': 2.25}
+{'train/ce_loss': 1.6479357481002808, 'train/diffusion_loss': 0.5045597553253174, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 117.0, 'epoch': 2.25}
+{'train/ce_loss': 1.0905237197875977, 'train/diffusion_loss': 0.5334533452987671, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.25}
+{'train/ce_loss': 0.9978598952293396, 'train/diffusion_loss': 0.6159949898719788, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 190.0, 'epoch': 2.25}
+{'train/ce_loss': 1.4088331460952759, 'train/diffusion_loss': 0.5596365332603455, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 203.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 203.0, 'debug/num_lat_loss': 81.0, 'epoch': 2.25}
+{'train/ce_loss': 0.8883550763130188, 'train/diffusion_loss': 0.4626002311706543, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 89.0, 'epoch': 2.25}
+{'train/ce_loss': 0.7449686527252197, 'train/diffusion_loss': 0.5144751667976379, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 84.0, 'epoch': 2.25}
+{'train/ce_loss': 0.8514206409454346, 'train/diffusion_loss': 0.448129802942276, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 55.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 55.0, 'epoch': 2.25}
+{'train/ce_loss': 0.7011197209358215, 'train/diffusion_loss': 0.39201149344444275, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 139.0, 'epoch': 2.25}
+{'train/ce_loss': 1.0033023357391357, 'train/diffusion_loss': 0.44117456674575806, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 148.0, 'epoch': 2.25}
+{'train/ce_loss': 1.5050078630447388, 'train/diffusion_loss': 0.4758966863155365, 'epoch': 2.25}
+{'train/learning_rate_real': 3.115795145851625e-05, 'epoch': 2.25}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 139.0, 'epoch': 2.27}
+{'train/ce_loss': 1.1477930545806885, 'train/diffusion_loss': 0.44575703144073486, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 98.0, 'epoch': 2.27}
+{'train/ce_loss': 1.0953730344772339, 'train/diffusion_loss': 0.48604920506477356, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 196.0, 'epoch': 2.27}
+{'train/ce_loss': 1.5740231275558472, 'train/diffusion_loss': 0.5067440867424011, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 231.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 231.0, 'epoch': 2.27}
+{'train/ce_loss': 1.479862928390503, 'train/diffusion_loss': 0.5570870041847229, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 155.0, 'epoch': 2.27}
+{'train/ce_loss': 1.2796417474746704, 'train/diffusion_loss': 0.47532835602760315, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 204.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 204.0, 'debug/num_lat_loss': 130.0, 'epoch': 2.27}
+{'train/ce_loss': 1.1423470973968506, 'train/diffusion_loss': 0.5221627354621887, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 145.0, 'epoch': 2.27}
+{'train/ce_loss': 1.170231819152832, 'train/diffusion_loss': 0.4856426417827606, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 129.0, 'epoch': 2.27}
+{'train/ce_loss': 1.076402187347412, 'train/diffusion_loss': 0.49762850999832153, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 151.0, 'epoch': 2.27}
+{'train/ce_loss': 1.2841951847076416, 'train/diffusion_loss': 0.4780423045158386, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 152.0, 'epoch': 2.27}
+{'train/ce_loss': 1.2958083152770996, 'train/diffusion_loss': 0.4632599949836731, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.27}
+{'train/ce_loss': 0.9325770139694214, 'train/diffusion_loss': 0.5314542651176453, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 107.0, 'epoch': 2.27}
+{'train/ce_loss': 1.0977967977523804, 'train/diffusion_loss': 0.43034154176712036, 'epoch': 2.27}
+{'train/learning_rate_real': 3.096003453549549e-05, 'epoch': 2.27}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.28}
+{'train/ce_loss': 1.3713217973709106, 'train/diffusion_loss': 0.5341902375221252, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 129.0, 'epoch': 2.28}
+{'train/ce_loss': 1.0227144956588745, 'train/diffusion_loss': 0.5349268913269043, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'debug/num_tok_total': 395.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 395.0, 'debug/num_lat_loss': 214.0, 'epoch': 2.28}
+{'train/ce_loss': 1.6823242902755737, 'train/diffusion_loss': 0.5232153534889221, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 140.0, 'epoch': 2.28}
+{'train/ce_loss': 1.167465090751648, 'train/diffusion_loss': 0.46593862771987915, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 138.0, 'epoch': 2.28}
+{'train/ce_loss': 1.3754332065582275, 'train/diffusion_loss': 0.4908622205257416, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 201.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 201.0, 'epoch': 2.28}
+{'train/ce_loss': 1.5863986015319824, 'train/diffusion_loss': 0.4989623427391052, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.28}
+{'train/ce_loss': 1.338610053062439, 'train/diffusion_loss': 0.49021926522254944, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'debug/num_tok_total': 330.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 330.0, 'debug/num_lat_loss': 191.0, 'epoch': 2.28}
+{'train/ce_loss': 1.2008984088897705, 'train/diffusion_loss': 0.48447567224502563, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 173.0, 'epoch': 2.28}
+{'train/ce_loss': 1.284443974494934, 'train/diffusion_loss': 0.449156790971756, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 70.0, 'epoch': 2.28}
+{'train/ce_loss': 0.744402289390564, 'train/diffusion_loss': 0.507123589515686, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.28}
+{'train/ce_loss': 1.20789635181427, 'train/diffusion_loss': 0.49739527702331543, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.28}
+{'train/ce_loss': 1.294389009475708, 'train/diffusion_loss': 0.4806361496448517, 'epoch': 2.28}
+{'train/learning_rate_real': 3.076172076405722e-05, 'epoch': 2.28}
+{'loss': 19.1056, 'grad_norm': 21.723127365112305, 'learning_rate': 3.076172076405722e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 389.0, 'debug/num_tok_loss': 211.0, 'debug/num_lat_total': 389.0, 'debug/num_lat_loss': 211.0, 'epoch': 2.29}
+{'train/ce_loss': 1.740618348121643, 'train/diffusion_loss': 0.46577757596969604, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.29}
+{'train/ce_loss': 0.9877931475639343, 'train/diffusion_loss': 0.4577389359474182, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.29}
+{'train/ce_loss': 1.270688533782959, 'train/diffusion_loss': 0.5319550037384033, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.29}
+{'train/ce_loss': 1.1472153663635254, 'train/diffusion_loss': 0.5658091902732849, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 163.0, 'epoch': 2.29}
+{'train/ce_loss': 1.4907286167144775, 'train/diffusion_loss': 0.46969276666641235, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 180.0, 'epoch': 2.29}
+{'train/ce_loss': 1.483621597290039, 'train/diffusion_loss': 0.4709964394569397, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 90.0, 'epoch': 2.29}
+{'train/ce_loss': 1.0091699361801147, 'train/diffusion_loss': 0.42266523838043213, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.29}
+{'train/ce_loss': 1.313685417175293, 'train/diffusion_loss': 0.4761575758457184, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.29}
+{'train/ce_loss': 1.0849336385726929, 'train/diffusion_loss': 0.4188400208950043, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.29}
+{'train/ce_loss': 0.9408838152885437, 'train/diffusion_loss': 0.5704547762870789, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.29}
+{'train/ce_loss': 1.3119081258773804, 'train/diffusion_loss': 0.5294641852378845, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 144.0, 'epoch': 2.29}
+{'train/ce_loss': 1.2805438041687012, 'train/diffusion_loss': 0.4910407066345215, 'epoch': 2.29}
+{'train/learning_rate_real': 3.056302334890786e-05, 'epoch': 2.29}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.3}
+{'train/ce_loss': 1.101362705230713, 'train/diffusion_loss': 0.49953705072402954, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 170.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 170.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.3}
+{'train/ce_loss': 0.9991435408592224, 'train/diffusion_loss': 0.4553090035915375, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 123.0, 'epoch': 2.3}
+{'train/ce_loss': 1.0959007740020752, 'train/diffusion_loss': 0.518172025680542, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 164.0, 'epoch': 2.3}
+{'train/ce_loss': 1.46623694896698, 'train/diffusion_loss': 0.454880028963089, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 104.0, 'epoch': 2.3}
+{'train/ce_loss': 1.0872339010238647, 'train/diffusion_loss': 0.5749540328979492, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 218.0, 'epoch': 2.3}
+{'train/ce_loss': 1.7265359163284302, 'train/diffusion_loss': 0.5536913275718689, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 173.0, 'epoch': 2.3}
+{'train/ce_loss': 1.4953442811965942, 'train/diffusion_loss': 0.471743106842041, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 173.0, 'epoch': 2.3}
+{'train/ce_loss': 1.4077266454696655, 'train/diffusion_loss': 0.5748565793037415, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 99.0, 'epoch': 2.3}
+{'train/ce_loss': 1.0386452674865723, 'train/diffusion_loss': 0.4713344871997833, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 138.0, 'epoch': 2.3}
+{'train/ce_loss': 1.287521243095398, 'train/diffusion_loss': 0.4779946208000183, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 425.0, 'debug/num_tok_loss': 231.0, 'debug/num_lat_total': 425.0, 'debug/num_lat_loss': 231.0, 'epoch': 2.3}
+{'train/ce_loss': 1.4993220567703247, 'train/diffusion_loss': 0.4912252724170685, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 59.0, 'epoch': 2.3}
+{'train/ce_loss': 0.6763898730278015, 'train/diffusion_loss': 0.43437454104423523, 'epoch': 2.3}
+{'train/learning_rate_real': 3.0363955520298742e-05, 'epoch': 2.3}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 68.0, 'epoch': 2.31}
+{'train/ce_loss': 0.7761051058769226, 'train/diffusion_loss': 0.4242854714393616, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 208.0, 'epoch': 2.31}
+{'train/ce_loss': 1.636820673942566, 'train/diffusion_loss': 0.5250205993652344, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 115.0, 'epoch': 2.31}
+{'train/ce_loss': 1.1121978759765625, 'train/diffusion_loss': 0.47930702567100525, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 130.0, 'epoch': 2.31}
+{'train/ce_loss': 1.318314790725708, 'train/diffusion_loss': 0.45087429881095886, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 173.0, 'epoch': 2.31}
+{'train/ce_loss': 1.4013677835464478, 'train/diffusion_loss': 0.5486788749694824, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 166.0, 'epoch': 2.31}
+{'train/ce_loss': 1.7228411436080933, 'train/diffusion_loss': 0.5698942542076111, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 151.0, 'epoch': 2.31}
+{'train/ce_loss': 1.197517991065979, 'train/diffusion_loss': 0.50214684009552, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 93.0, 'epoch': 2.31}
+{'train/ce_loss': 0.9459160566329956, 'train/diffusion_loss': 0.5110965371131897, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 166.0, 'epoch': 2.31}
+{'train/ce_loss': 1.365991234779358, 'train/diffusion_loss': 0.5551028847694397, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 133.0, 'epoch': 2.31}
+{'train/ce_loss': 1.1566267013549805, 'train/diffusion_loss': 0.5040087103843689, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 127.0, 'epoch': 2.31}
+{'train/ce_loss': 1.2064731121063232, 'train/diffusion_loss': 0.4549281895160675, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 111.0, 'epoch': 2.31}
+{'train/ce_loss': 1.0425654649734497, 'train/diffusion_loss': 0.533210039138794, 'epoch': 2.31}
+{'train/learning_rate_real': 3.0164530533145123e-05, 'epoch': 2.31}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 74.0, 'epoch': 2.33}
+{'train/ce_loss': 0.7915042042732239, 'train/diffusion_loss': 0.4589806795120239, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 171.0, 'epoch': 2.33}
+{'train/ce_loss': 1.4378129243850708, 'train/diffusion_loss': 0.47688624262809753, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 144.0, 'epoch': 2.33}
+{'train/ce_loss': 1.2380479574203491, 'train/diffusion_loss': 0.5157104134559631, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 155.0, 'epoch': 2.33}
+{'train/ce_loss': 1.3921818733215332, 'train/diffusion_loss': 0.47306501865386963, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 129.0, 'epoch': 2.33}
+{'train/ce_loss': 1.3572677373886108, 'train/diffusion_loss': 0.546425461769104, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 98.0, 'epoch': 2.33}
+{'train/ce_loss': 1.0586010217666626, 'train/diffusion_loss': 0.4843784272670746, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 176.0, 'epoch': 2.33}
+{'train/ce_loss': 1.3286391496658325, 'train/diffusion_loss': 0.4890713095664978, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 151.0, 'epoch': 2.33}
+{'train/ce_loss': 1.1621143817901611, 'train/diffusion_loss': 0.48753780126571655, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 145.0, 'epoch': 2.33}
+{'train/ce_loss': 1.1607121229171753, 'train/diffusion_loss': 0.526228129863739, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 134.0, 'epoch': 2.33}
+{'train/ce_loss': 1.4074405431747437, 'train/diffusion_loss': 0.5629259943962097, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 129.0, 'epoch': 2.33}
+{'train/ce_loss': 1.3093962669372559, 'train/diffusion_loss': 0.476680189371109, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 150.0, 'epoch': 2.33}
+{'train/ce_loss': 1.288822889328003, 'train/diffusion_loss': 0.5480846166610718, 'epoch': 2.33}
+{'train/learning_rate_real': 2.996476166614364e-05, 'epoch': 2.33}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 170.0, 'epoch': 2.34}
+{'train/ce_loss': 1.624371886253357, 'train/diffusion_loss': 0.5359678268432617, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 140.0, 'epoch': 2.34}
+{'train/ce_loss': 1.525001049041748, 'train/diffusion_loss': 0.5839409232139587, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 137.0, 'epoch': 2.34}
+{'train/ce_loss': 1.3765954971313477, 'train/diffusion_loss': 0.47977006435394287, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 170.0, 'epoch': 2.34}
+{'train/ce_loss': 1.4294439554214478, 'train/diffusion_loss': 0.49669432640075684, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 99.0, 'epoch': 2.34}
+{'train/ce_loss': 0.8676400780677795, 'train/diffusion_loss': 0.5761281847953796, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 167.0, 'epoch': 2.34}
+{'train/ce_loss': 1.5388911962509155, 'train/diffusion_loss': 0.5476723909378052, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.34}
+{'train/ce_loss': 0.9919137954711914, 'train/diffusion_loss': 0.515110969543457, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.34}
+{'train/ce_loss': 1.0786476135253906, 'train/diffusion_loss': 0.4863557815551758, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.34}
+{'train/ce_loss': 1.3166162967681885, 'train/diffusion_loss': 0.5119127035140991, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 44.0, 'epoch': 2.34}
+{'train/ce_loss': 0.6100594997406006, 'train/diffusion_loss': 0.37287890911102295, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 146.0, 'epoch': 2.34}
+{'train/ce_loss': 1.2225093841552734, 'train/diffusion_loss': 0.5608897805213928, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.34}
+{'train/ce_loss': 1.3121497631072998, 'train/diffusion_loss': 0.5173051357269287, 'epoch': 2.34}
+{'train/learning_rate_real': 2.9764662220888157e-05, 'epoch': 2.34}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 157.0, 'epoch': 2.35}
+{'train/ce_loss': 1.4678502082824707, 'train/diffusion_loss': 0.5388596653938293, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 138.0, 'epoch': 2.35}
+{'train/ce_loss': 1.3097813129425049, 'train/diffusion_loss': 0.48123031854629517, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.35}
+{'train/ce_loss': 1.1629951000213623, 'train/diffusion_loss': 0.47243332862854004, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 134.0, 'epoch': 2.35}
+{'train/ce_loss': 1.0731641054153442, 'train/diffusion_loss': 0.4533498287200928, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 80.0, 'epoch': 2.35}
+{'train/ce_loss': 0.8998433351516724, 'train/diffusion_loss': 0.44765111804008484, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 169.0, 'epoch': 2.35}
+{'train/ce_loss': 1.3538678884506226, 'train/diffusion_loss': 0.5404548645019531, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 82.0, 'epoch': 2.35}
+{'train/ce_loss': 0.8091410398483276, 'train/diffusion_loss': 0.41034770011901855, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 101.0, 'epoch': 2.35}
+{'train/ce_loss': 1.1916977167129517, 'train/diffusion_loss': 0.502902090549469, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 117.0, 'epoch': 2.35}
+{'train/ce_loss': 1.2832950353622437, 'train/diffusion_loss': 0.5469980239868164, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 150.0, 'epoch': 2.35}
+{'train/ce_loss': 1.3922607898712158, 'train/diffusion_loss': 0.518521249294281, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 385.0, 'debug/num_tok_loss': 224.0, 'debug/num_lat_total': 385.0, 'debug/num_lat_loss': 224.0, 'epoch': 2.35}
+{'train/ce_loss': 1.4103171825408936, 'train/diffusion_loss': 0.48994889855384827, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 171.0, 'epoch': 2.35}
+{'train/ce_loss': 1.4573391675949097, 'train/diffusion_loss': 0.4972895681858063, 'epoch': 2.35}
+{'train/learning_rate_real': 2.9564245520984047e-05, 'epoch': 2.35}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 76.0, 'epoch': 2.36}
+{'train/ce_loss': 0.6936843395233154, 'train/diffusion_loss': 0.42520514130592346, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 390.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 390.0, 'debug/num_lat_loss': 213.0, 'epoch': 2.36}
+{'train/ce_loss': 1.631850242614746, 'train/diffusion_loss': 0.5806436538696289, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.36}
+{'train/ce_loss': 1.2573002576828003, 'train/diffusion_loss': 0.5671747922897339, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 145.0, 'epoch': 2.36}
+{'train/ce_loss': 1.1723090410232544, 'train/diffusion_loss': 0.5036780834197998, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 117.0, 'epoch': 2.36}
+{'train/ce_loss': 1.3463109731674194, 'train/diffusion_loss': 0.479902446269989, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 2.36}
+{'train/ce_loss': 1.316996455192566, 'train/diffusion_loss': 0.5212256908416748, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.36}
+{'train/ce_loss': 1.009609341621399, 'train/diffusion_loss': 0.550055205821991, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 122.0, 'epoch': 2.36}
+{'train/ce_loss': 1.0853286981582642, 'train/diffusion_loss': 0.4923936724662781, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 108.0, 'epoch': 2.36}
+{'train/ce_loss': 1.1223517656326294, 'train/diffusion_loss': 0.5127277970314026, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.36}
+{'train/ce_loss': 1.294577956199646, 'train/diffusion_loss': 0.5089159607887268, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 122.0, 'epoch': 2.36}
+{'train/ce_loss': 1.1779842376708984, 'train/diffusion_loss': 0.5018836855888367, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 150.0, 'epoch': 2.36}
+{'train/ce_loss': 1.676864743232727, 'train/diffusion_loss': 0.5435278415679932, 'epoch': 2.36}
+{'train/learning_rate_real': 2.936352491116106e-05, 'epoch': 2.36}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 168.0, 'epoch': 2.38}
+{'train/ce_loss': 1.0980244874954224, 'train/diffusion_loss': 0.4961934983730316, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 111.0, 'epoch': 2.38}
+{'train/ce_loss': 1.0121461153030396, 'train/diffusion_loss': 0.42227253317832947, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 171.0, 'epoch': 2.38}
+{'train/ce_loss': 1.5915920734405518, 'train/diffusion_loss': 0.5261610150337219, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 190.0, 'epoch': 2.38}
+{'train/ce_loss': 1.2413567304611206, 'train/diffusion_loss': 0.5167196989059448, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 86.0, 'epoch': 2.38}
+{'train/ce_loss': 1.003575325012207, 'train/diffusion_loss': 0.6108006834983826, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 194.0, 'epoch': 2.38}
+{'train/ce_loss': 1.6208152770996094, 'train/diffusion_loss': 0.49872270226478577, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.38}
+{'train/ce_loss': 1.4418326616287231, 'train/diffusion_loss': 0.4823784828186035, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 163.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 163.0, 'debug/num_lat_loss': 50.0, 'epoch': 2.38}
+{'train/ce_loss': 0.5709399580955505, 'train/diffusion_loss': 0.36572742462158203, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 94.0, 'epoch': 2.38}
+{'train/ce_loss': 0.9797444343566895, 'train/diffusion_loss': 0.5012934803962708, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 174.0, 'epoch': 2.38}
+{'train/ce_loss': 1.449399709701538, 'train/diffusion_loss': 0.573560357093811, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 150.0, 'epoch': 2.38}
+{'train/ce_loss': 1.332311987876892, 'train/diffusion_loss': 0.53377765417099, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.38}
+{'train/ce_loss': 0.9917696714401245, 'train/diffusion_loss': 0.48349350690841675, 'epoch': 2.38}
+{'train/learning_rate_real': 2.916251375638478e-05, 'epoch': 2.38}
+{'debug/num_tok_total': 382.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 382.0, 'debug/num_lat_loss': 185.0, 'epoch': 2.39}
+{'train/ce_loss': 1.601873755455017, 'train/diffusion_loss': 0.5012975335121155, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 86.0, 'epoch': 2.39}
+{'train/ce_loss': 0.7840699553489685, 'train/diffusion_loss': 0.46752676367759705, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 359.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 359.0, 'debug/num_lat_loss': 182.0, 'epoch': 2.39}
+{'train/ce_loss': 1.3612399101257324, 'train/diffusion_loss': 0.5378268361091614, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.39}
+{'train/ce_loss': 1.0730541944503784, 'train/diffusion_loss': 0.512951135635376, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 169.0, 'epoch': 2.39}
+{'train/ce_loss': 1.851539969444275, 'train/diffusion_loss': 0.5610842108726501, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 130.0, 'epoch': 2.39}
+{'train/ce_loss': 1.3513778448104858, 'train/diffusion_loss': 0.5723119974136353, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 82.0, 'epoch': 2.39}
+{'train/ce_loss': 1.128003478050232, 'train/diffusion_loss': 0.5515725612640381, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 109.0, 'epoch': 2.39}
+{'train/ce_loss': 1.0918959379196167, 'train/diffusion_loss': 0.46134376525878906, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 165.0, 'epoch': 2.39}
+{'train/ce_loss': 1.4875508546829224, 'train/diffusion_loss': 0.48891377449035645, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 57.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 57.0, 'epoch': 2.39}
+{'train/ce_loss': 0.458708792924881, 'train/diffusion_loss': 0.42276790738105774, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 61.0, 'epoch': 2.39}
+{'train/ce_loss': 0.5660455226898193, 'train/diffusion_loss': 0.43163546919822693, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 389.0, 'debug/num_tok_loss': 195.0, 'debug/num_lat_total': 389.0, 'debug/num_lat_loss': 195.0, 'epoch': 2.39}
+{'train/ce_loss': 1.6842091083526611, 'train/diffusion_loss': 0.5035682916641235, 'epoch': 2.39}
+{'train/learning_rate_real': 2.896122544096668e-05, 'epoch': 2.39}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 105.0, 'epoch': 2.4}
+{'train/ce_loss': 1.1976196765899658, 'train/diffusion_loss': 0.5575363636016846, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 161.0, 'epoch': 2.4}
+{'train/ce_loss': 1.2929631471633911, 'train/diffusion_loss': 0.5038067102432251, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 99.0, 'epoch': 2.4}
+{'train/ce_loss': 0.9623312950134277, 'train/diffusion_loss': 0.47680607438087463, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 172.0, 'epoch': 2.4}
+{'train/ce_loss': 1.380545735359192, 'train/diffusion_loss': 0.5188493728637695, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 185.0, 'epoch': 2.4}
+{'train/ce_loss': 1.5337307453155518, 'train/diffusion_loss': 0.5601446628570557, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 155.0, 'epoch': 2.4}
+{'train/ce_loss': 1.3078656196594238, 'train/diffusion_loss': 0.6009848117828369, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 112.0, 'epoch': 2.4}
+{'train/ce_loss': 1.0966851711273193, 'train/diffusion_loss': 0.4605957567691803, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 67.0, 'epoch': 2.4}
+{'train/ce_loss': 0.7673609256744385, 'train/diffusion_loss': 0.4368036091327667, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.4}
+{'train/ce_loss': 1.3934282064437866, 'train/diffusion_loss': 0.4424377977848053, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 198.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 198.0, 'epoch': 2.4}
+{'train/ce_loss': 1.1398742198944092, 'train/diffusion_loss': 0.4904657304286957, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 137.0, 'epoch': 2.4}
+{'train/ce_loss': 1.381592869758606, 'train/diffusion_loss': 0.5430997014045715, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 214.0, 'epoch': 2.4}
+{'train/ce_loss': 1.7035597562789917, 'train/diffusion_loss': 0.5777731537818909, 'epoch': 2.4}
+{'train/learning_rate_real': 2.875967336767296e-05, 'epoch': 2.4}
+{'loss': 19.6294, 'grad_norm': 21.641010284423828, 'learning_rate': 2.875967336767296e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.41}
+{'train/ce_loss': 1.0780844688415527, 'train/diffusion_loss': 0.4952354431152344, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 120.0, 'epoch': 2.41}
+{'train/ce_loss': 1.201988697052002, 'train/diffusion_loss': 0.5685352087020874, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 124.0, 'epoch': 2.41}
+{'train/ce_loss': 1.1768031120300293, 'train/diffusion_loss': 0.5285454988479614, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 90.0, 'epoch': 2.41}
+{'train/ce_loss': 0.9770312309265137, 'train/diffusion_loss': 0.421406090259552, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 172.0, 'epoch': 2.41}
+{'train/ce_loss': 1.5201181173324585, 'train/diffusion_loss': 0.5042324662208557, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.41}
+{'train/ce_loss': 1.1250663995742798, 'train/diffusion_loss': 0.46839824318885803, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 101.0, 'epoch': 2.41}
+{'train/ce_loss': 1.0558308362960815, 'train/diffusion_loss': 0.43578505516052246, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 188.0, 'epoch': 2.41}
+{'train/ce_loss': 1.33586847782135, 'train/diffusion_loss': 0.48385122418403625, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 63.0, 'epoch': 2.41}
+{'train/ce_loss': 0.6735032796859741, 'train/diffusion_loss': 0.42390334606170654, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.41}
+{'train/ce_loss': 1.103308081626892, 'train/diffusion_loss': 0.4378371238708496, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 222.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 222.0, 'epoch': 2.41}
+{'train/ce_loss': 1.3069486618041992, 'train/diffusion_loss': 0.5939164161682129, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 176.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 176.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.41}
+{'train/ce_loss': 0.9342984557151794, 'train/diffusion_loss': 0.43348339200019836, 'epoch': 2.41}
+{'train/learning_rate_real': 2.8557870956832132e-05, 'epoch': 2.41}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 124.0, 'epoch': 2.42}
+{'train/ce_loss': 1.0388908386230469, 'train/diffusion_loss': 0.4590231776237488, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.42}
+{'train/ce_loss': 0.9302160739898682, 'train/diffusion_loss': 0.44202202558517456, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.42}
+{'train/ce_loss': 1.1610788106918335, 'train/diffusion_loss': 0.46425893902778625, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 168.0, 'epoch': 2.42}
+{'train/ce_loss': 1.196592092514038, 'train/diffusion_loss': 0.5480695366859436, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.42}
+{'train/ce_loss': 1.5622919797897339, 'train/diffusion_loss': 0.5260291695594788, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 168.0, 'epoch': 2.42}
+{'train/ce_loss': 1.5878431797027588, 'train/diffusion_loss': 0.5665982961654663, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 177.0, 'epoch': 2.42}
+{'train/ce_loss': 1.725992202758789, 'train/diffusion_loss': 0.5104103684425354, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 169.0, 'epoch': 2.42}
+{'train/ce_loss': 0.8845601081848145, 'train/diffusion_loss': 0.5019887685775757, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.42}
+{'train/ce_loss': 1.1088024377822876, 'train/diffusion_loss': 0.460824579000473, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 163.0, 'epoch': 2.42}
+{'train/ce_loss': 1.3813294172286987, 'train/diffusion_loss': 0.5391532778739929, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 101.0, 'epoch': 2.42}
+{'train/ce_loss': 1.1557213068008423, 'train/diffusion_loss': 0.43870267271995544, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 106.0, 'epoch': 2.42}
+{'train/ce_loss': 1.1882908344268799, 'train/diffusion_loss': 0.5474265813827515, 'epoch': 2.42}
+{'train/learning_rate_real': 2.8355831645441388e-05, 'epoch': 2.42}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.44}
+{'train/ce_loss': 1.223496913909912, 'train/diffusion_loss': 0.46629598736763, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 173.0, 'epoch': 2.44}
+{'train/ce_loss': 1.545366883277893, 'train/diffusion_loss': 0.5033295154571533, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 130.0, 'epoch': 2.44}
+{'train/ce_loss': 1.4234392642974854, 'train/diffusion_loss': 0.5049334168434143, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 100.0, 'epoch': 2.44}
+{'train/ce_loss': 1.29717218875885, 'train/diffusion_loss': 0.5010528564453125, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.44}
+{'train/ce_loss': 1.244818925857544, 'train/diffusion_loss': 0.49449053406715393, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 2.44}
+{'train/ce_loss': 0.9038467407226562, 'train/diffusion_loss': 0.4826923906803131, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 136.0, 'epoch': 2.44}
+{'train/ce_loss': 1.3163752555847168, 'train/diffusion_loss': 0.507203996181488, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 117.0, 'epoch': 2.44}
+{'train/ce_loss': 1.1746724843978882, 'train/diffusion_loss': 0.5017148852348328, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 88.0, 'epoch': 2.44}
+{'train/ce_loss': 0.9481534361839294, 'train/diffusion_loss': 0.5506224632263184, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 196.0, 'epoch': 2.44}
+{'train/ce_loss': 1.3583217859268188, 'train/diffusion_loss': 0.5025084614753723, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 112.0, 'epoch': 2.44}
+{'train/ce_loss': 1.1872429847717285, 'train/diffusion_loss': 0.48203974962234497, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 145.0, 'epoch': 2.44}
+{'train/ce_loss': 1.7420052289962769, 'train/diffusion_loss': 0.5374895334243774, 'epoch': 2.44}
+{'train/learning_rate_real': 2.815356888627195e-05, 'epoch': 2.44}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 170.0, 'epoch': 2.45}
+{'train/ce_loss': 1.2190200090408325, 'train/diffusion_loss': 0.5618326663970947, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 182.0, 'epoch': 2.45}
+{'train/ce_loss': 1.254817247390747, 'train/diffusion_loss': 0.5542445182800293, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 315.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 315.0, 'debug/num_lat_loss': 199.0, 'epoch': 2.45}
+{'train/ce_loss': 1.4422682523727417, 'train/diffusion_loss': 0.5615706443786621, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.45}
+{'train/ce_loss': 0.9789929389953613, 'train/diffusion_loss': 0.4875790774822235, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 403.0, 'debug/num_tok_loss': 225.0, 'debug/num_lat_total': 403.0, 'debug/num_lat_loss': 225.0, 'epoch': 2.45}
+{'train/ce_loss': 1.5777087211608887, 'train/diffusion_loss': 0.5083263516426086, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 115.0, 'epoch': 2.45}
+{'train/ce_loss': 1.384818434715271, 'train/diffusion_loss': 0.47606703639030457, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 193.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 193.0, 'epoch': 2.45}
+{'train/ce_loss': 1.4793351888656616, 'train/diffusion_loss': 0.5829257369041443, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 111.0, 'epoch': 2.45}
+{'train/ce_loss': 1.0079671144485474, 'train/diffusion_loss': 0.5128288865089417, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 115.0, 'epoch': 2.45}
+{'train/ce_loss': 1.154893398284912, 'train/diffusion_loss': 0.4877009391784668, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 103.0, 'epoch': 2.45}
+{'train/ce_loss': 0.8552507162094116, 'train/diffusion_loss': 0.46016010642051697, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.45}
+{'train/ce_loss': 1.1979750394821167, 'train/diffusion_loss': 0.5959503054618835, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 66.0, 'epoch': 2.45}
+{'train/ce_loss': 0.7265565991401672, 'train/diffusion_loss': 0.49454978108406067, 'epoch': 2.45}
+{'train/learning_rate_real': 2.795109614697326e-05, 'epoch': 2.45}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 108.0, 'epoch': 2.46}
+{'train/ce_loss': 1.1508264541625977, 'train/diffusion_loss': 0.49660724401474, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 190.0, 'epoch': 2.46}
+{'train/ce_loss': 1.4132130146026611, 'train/diffusion_loss': 0.48928847908973694, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 99.0, 'epoch': 2.46}
+{'train/ce_loss': 1.096215009689331, 'train/diffusion_loss': 0.4827229678630829, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 78.0, 'epoch': 2.46}
+{'train/ce_loss': 0.8671276569366455, 'train/diffusion_loss': 0.3869064152240753, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 95.0, 'epoch': 2.46}
+{'train/ce_loss': 0.983059823513031, 'train/diffusion_loss': 0.47070571780204773, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.46}
+{'train/ce_loss': 1.183213710784912, 'train/diffusion_loss': 0.4749426543712616, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 165.0, 'epoch': 2.46}
+{'train/ce_loss': 1.404771327972412, 'train/diffusion_loss': 0.5599119067192078, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 2.46}
+{'train/ce_loss': 0.97281414270401, 'train/diffusion_loss': 0.42561420798301697, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 136.0, 'epoch': 2.46}
+{'train/ce_loss': 1.3618731498718262, 'train/diffusion_loss': 0.5030121207237244, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 196.0, 'epoch': 2.46}
+{'train/ce_loss': 1.4091899394989014, 'train/diffusion_loss': 0.5466780066490173, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 100.0, 'epoch': 2.46}
+{'train/ce_loss': 0.8645685911178589, 'train/diffusion_loss': 0.4966377913951874, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 123.0, 'epoch': 2.46}
+{'train/ce_loss': 1.3364744186401367, 'train/diffusion_loss': 0.5092118382453918, 'epoch': 2.46}
+{'train/learning_rate_real': 2.7748426909176307e-05, 'epoch': 2.46}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 185.0, 'epoch': 2.47}
+{'train/ce_loss': 1.5592372417449951, 'train/diffusion_loss': 0.4814246892929077, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 189.0, 'epoch': 2.47}
+{'train/ce_loss': 1.6907025575637817, 'train/diffusion_loss': 0.49969804286956787, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 249.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 249.0, 'debug/num_lat_loss': 88.0, 'epoch': 2.47}
+{'train/ce_loss': 0.8987665176391602, 'train/diffusion_loss': 0.5126612782478333, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 68.0, 'epoch': 2.47}
+{'train/ce_loss': 0.6817407608032227, 'train/diffusion_loss': 0.38779136538505554, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 172.0, 'epoch': 2.47}
+{'train/ce_loss': 0.9945350885391235, 'train/diffusion_loss': 0.5440622568130493, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.47}
+{'train/ce_loss': 1.3573664426803589, 'train/diffusion_loss': 0.5082582235336304, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 104.0, 'epoch': 2.47}
+{'train/ce_loss': 1.0810248851776123, 'train/diffusion_loss': 0.4576132893562317, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.47}
+{'train/ce_loss': 1.2478381395339966, 'train/diffusion_loss': 0.5236736536026001, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 93.0, 'epoch': 2.47}
+{'train/ce_loss': 1.0017305612564087, 'train/diffusion_loss': 0.4734596312046051, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 164.0, 'epoch': 2.47}
+{'train/ce_loss': 1.5527082681655884, 'train/diffusion_loss': 0.548397421836853, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 135.0, 'epoch': 2.47}
+{'train/ce_loss': 1.1273332834243774, 'train/diffusion_loss': 0.4897457957267761, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 105.0, 'epoch': 2.47}
+{'train/ce_loss': 0.9074261784553528, 'train/diffusion_loss': 0.4916563034057617, 'epoch': 2.47}
+{'train/learning_rate_real': 2.754557466759589e-05, 'epoch': 2.47}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 143.0, 'epoch': 2.48}
+{'train/ce_loss': 1.689288854598999, 'train/diffusion_loss': 0.5815030336380005, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 169.0, 'epoch': 2.48}
+{'train/ce_loss': 1.3253297805786133, 'train/diffusion_loss': 0.5391811728477478, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 143.0, 'epoch': 2.48}
+{'train/ce_loss': 1.5534988641738892, 'train/diffusion_loss': 0.5373730659484863, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 179.0, 'epoch': 2.48}
+{'train/ce_loss': 1.5072520971298218, 'train/diffusion_loss': 0.5163946747779846, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 101.0, 'epoch': 2.48}
+{'train/ce_loss': 1.0165793895721436, 'train/diffusion_loss': 0.4760790169239044, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 185.0, 'epoch': 2.48}
+{'train/ce_loss': 1.521014928817749, 'train/diffusion_loss': 0.48471808433532715, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 112.0, 'epoch': 2.48}
+{'train/ce_loss': 1.2312129735946655, 'train/diffusion_loss': 0.47550177574157715, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.48}
+{'train/ce_loss': 1.0188355445861816, 'train/diffusion_loss': 0.46042895317077637, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 114.0, 'epoch': 2.48}
+{'train/ce_loss': 1.1467138528823853, 'train/diffusion_loss': 0.48787158727645874, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 122.0, 'epoch': 2.48}
+{'train/ce_loss': 0.9558771252632141, 'train/diffusion_loss': 0.4668629765510559, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 70.0, 'epoch': 2.48}
+{'train/ce_loss': 0.843830943107605, 'train/diffusion_loss': 0.48701706528663635, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 130.0, 'epoch': 2.48}
+{'train/ce_loss': 0.6529021859169006, 'train/diffusion_loss': 0.5342335104942322, 'epoch': 2.48}
+{'train/learning_rate_real': 2.7342552929132104e-05, 'epoch': 2.48}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.5}
+{'train/ce_loss': 1.338381290435791, 'train/diffusion_loss': 0.5551651120185852, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 197.0, 'epoch': 2.5}
+{'train/ce_loss': 1.6750459671020508, 'train/diffusion_loss': 0.5799393653869629, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 171.0, 'epoch': 2.5}
+{'train/ce_loss': 1.2756866216659546, 'train/diffusion_loss': 0.5027172565460205, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 154.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 154.0, 'debug/num_lat_loss': 80.0, 'epoch': 2.5}
+{'train/ce_loss': 0.8052374720573425, 'train/diffusion_loss': 0.5852601528167725, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 170.0, 'epoch': 2.5}
+{'train/ce_loss': 1.457512378692627, 'train/diffusion_loss': 0.5037772059440613, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 153.0, 'epoch': 2.5}
+{'train/ce_loss': 1.4402787685394287, 'train/diffusion_loss': 0.5126687288284302, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 105.0, 'epoch': 2.5}
+{'train/ce_loss': 1.1468788385391235, 'train/diffusion_loss': 0.5029703378677368, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 130.0, 'epoch': 2.5}
+{'train/ce_loss': 1.2373278141021729, 'train/diffusion_loss': 0.5227649211883545, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 142.0, 'epoch': 2.5}
+{'train/ce_loss': 1.1688576936721802, 'train/diffusion_loss': 0.5241648554801941, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.5}
+{'train/ce_loss': 1.0519003868103027, 'train/diffusion_loss': 0.5062232613563538, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 93.0, 'epoch': 2.5}
+{'train/ce_loss': 0.8269636034965515, 'train/diffusion_loss': 0.471099853515625, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 236.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 236.0, 'epoch': 2.5}
+{'train/ce_loss': 1.738555669784546, 'train/diffusion_loss': 0.5668132305145264, 'epoch': 2.5}
+{'train/learning_rate_real': 2.7139375211970996e-05, 'epoch': 2.5}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 157.0, 'epoch': 2.51}
+{'train/ce_loss': 1.2114530801773071, 'train/diffusion_loss': 0.5387641787528992, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 173.0, 'epoch': 2.51}
+{'train/ce_loss': 1.2156256437301636, 'train/diffusion_loss': 0.4991025924682617, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 120.0, 'epoch': 2.51}
+{'train/ce_loss': 1.0188206434249878, 'train/diffusion_loss': 0.5114172101020813, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 376.0, 'debug/num_tok_loss': 221.0, 'debug/num_lat_total': 376.0, 'debug/num_lat_loss': 221.0, 'epoch': 2.51}
+{'train/ce_loss': 1.611823558807373, 'train/diffusion_loss': 0.518208920955658, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 182.0, 'epoch': 2.51}
+{'train/ce_loss': 1.6988011598587036, 'train/diffusion_loss': 0.558924674987793, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 108.0, 'epoch': 2.51}
+{'train/ce_loss': 1.1562966108322144, 'train/diffusion_loss': 0.4787212312221527, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 97.0, 'epoch': 2.51}
+{'train/ce_loss': 0.8631809949874878, 'train/diffusion_loss': 0.461828351020813, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 64.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 64.0, 'epoch': 2.51}
+{'train/ce_loss': 0.8777018785476685, 'train/diffusion_loss': 0.5009814500808716, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 423.0, 'debug/num_tok_loss': 237.0, 'debug/num_lat_total': 423.0, 'debug/num_lat_loss': 237.0, 'epoch': 2.51}
+{'train/ce_loss': 1.8073623180389404, 'train/diffusion_loss': 0.504269003868103, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 135.0, 'epoch': 2.51}
+{'train/ce_loss': 1.0540242195129395, 'train/diffusion_loss': 0.502512514591217, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 165.0, 'epoch': 2.51}
+{'train/ce_loss': 1.523663878440857, 'train/diffusion_loss': 0.481412410736084, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 182.0, 'epoch': 2.51}
+{'train/ce_loss': 1.458556056022644, 'train/diffusion_loss': 0.5136843919754028, 'epoch': 2.51}
+{'train/learning_rate_real': 2.693605504468443e-05, 'epoch': 2.51}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 114.0, 'epoch': 2.52}
+{'train/ce_loss': 1.4316002130508423, 'train/diffusion_loss': 0.5274518728256226, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 143.0, 'epoch': 2.52}
+{'train/ce_loss': 1.3871592283248901, 'train/diffusion_loss': 0.5232385993003845, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 151.0, 'epoch': 2.52}
+{'train/ce_loss': 1.334336757659912, 'train/diffusion_loss': 0.49634021520614624, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 75.0, 'epoch': 2.52}
+{'train/ce_loss': 0.865600049495697, 'train/diffusion_loss': 0.47989949584007263, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 71.0, 'epoch': 2.52}
+{'train/ce_loss': 0.9157927632331848, 'train/diffusion_loss': 0.46453067660331726, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 122.0, 'epoch': 2.52}
+{'train/ce_loss': 1.2086663246154785, 'train/diffusion_loss': 0.6027206182479858, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 146.0, 'epoch': 2.52}
+{'train/ce_loss': 1.3296626806259155, 'train/diffusion_loss': 0.5610364675521851, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.52}
+{'train/ce_loss': 1.4613723754882812, 'train/diffusion_loss': 0.6005275845527649, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 208.0, 'epoch': 2.52}
+{'train/ce_loss': 1.613800048828125, 'train/diffusion_loss': 0.5593587756156921, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 160.0, 'epoch': 2.52}
+{'train/ce_loss': 1.0646947622299194, 'train/diffusion_loss': 0.4681025445461273, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 134.0, 'epoch': 2.52}
+{'train/ce_loss': 1.3493213653564453, 'train/diffusion_loss': 0.545254111289978, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 118.0, 'epoch': 2.52}
+{'train/ce_loss': 1.1450964212417603, 'train/diffusion_loss': 0.4642130434513092, 'epoch': 2.52}
+{'train/learning_rate_real': 2.6732605965329283e-05, 'epoch': 2.52}
+{'loss': 19.5717, 'grad_norm': 21.499366760253906, 'learning_rate': 2.6732605965329283e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 92.0, 'epoch': 2.53}
+{'train/ce_loss': 0.9165404438972473, 'train/diffusion_loss': 0.42518219351768494, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 129.0, 'epoch': 2.53}
+{'train/ce_loss': 1.3615379333496094, 'train/diffusion_loss': 0.5299614667892456, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.53}
+{'train/ce_loss': 1.272438883781433, 'train/diffusion_loss': 0.5479984879493713, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 158.0, 'epoch': 2.53}
+{'train/ce_loss': 1.1776108741760254, 'train/diffusion_loss': 0.4638056457042694, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 129.0, 'epoch': 2.53}
+{'train/ce_loss': 1.3055450916290283, 'train/diffusion_loss': 0.5029882192611694, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 148.0, 'epoch': 2.53}
+{'train/ce_loss': 1.2730605602264404, 'train/diffusion_loss': 0.5896881818771362, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.53}
+{'train/ce_loss': 1.3031877279281616, 'train/diffusion_loss': 0.5632095336914062, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.53}
+{'train/ce_loss': 1.2782779932022095, 'train/diffusion_loss': 0.496528685092926, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 108.0, 'epoch': 2.53}
+{'train/ce_loss': 1.0273828506469727, 'train/diffusion_loss': 0.4948692321777344, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.53}
+{'train/ce_loss': 1.427082896232605, 'train/diffusion_loss': 0.5400832295417786, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.53}
+{'train/ce_loss': 0.8194022178649902, 'train/diffusion_loss': 0.48565050959587097, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 191.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 191.0, 'debug/num_lat_loss': 78.0, 'epoch': 2.53}
+{'train/ce_loss': 0.8117632269859314, 'train/diffusion_loss': 0.3898211419582367, 'epoch': 2.53}
+{'train/learning_rate_real': 2.652904152054607e-05, 'epoch': 2.53}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 174.0, 'epoch': 2.54}
+{'train/ce_loss': 1.5283613204956055, 'train/diffusion_loss': 0.51265549659729, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.54}
+{'train/ce_loss': 1.2589514255523682, 'train/diffusion_loss': 0.5022134780883789, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 114.0, 'epoch': 2.54}
+{'train/ce_loss': 1.0193164348602295, 'train/diffusion_loss': 0.43795955181121826, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 182.0, 'debug/num_tok_loss': 53.0, 'debug/num_lat_total': 182.0, 'debug/num_lat_loss': 53.0, 'epoch': 2.54}
+{'train/ce_loss': 0.705322802066803, 'train/diffusion_loss': 0.3434179127216339, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 164.0, 'epoch': 2.54}
+{'train/ce_loss': 1.1442891359329224, 'train/diffusion_loss': 0.5297512412071228, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 377.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 377.0, 'debug/num_lat_loss': 191.0, 'epoch': 2.54}
+{'train/ce_loss': 1.505484938621521, 'train/diffusion_loss': 0.5162913799285889, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 200.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 200.0, 'epoch': 2.54}
+{'train/ce_loss': 1.3847506046295166, 'train/diffusion_loss': 0.4833403527736664, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.54}
+{'train/ce_loss': 1.3009285926818848, 'train/diffusion_loss': 0.5391377806663513, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.54}
+{'train/ce_loss': 1.0542693138122559, 'train/diffusion_loss': 0.45014744997024536, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.54}
+{'train/ce_loss': 1.061103343963623, 'train/diffusion_loss': 0.4676559567451477, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 191.0, 'epoch': 2.54}
+{'train/ce_loss': 1.5262616872787476, 'train/diffusion_loss': 0.5532731413841248, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.54}
+{'train/ce_loss': 1.0823241472244263, 'train/diffusion_loss': 0.5380598306655884, 'epoch': 2.54}
+{'train/learning_rate_real': 2.632537526465687e-05, 'epoch': 2.54}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.56}
+{'train/ce_loss': 0.8343144059181213, 'train/diffusion_loss': 0.4505498707294464, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 165.0, 'epoch': 2.56}
+{'train/ce_loss': 1.3208824396133423, 'train/diffusion_loss': 0.5623774528503418, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.56}
+{'train/ce_loss': 1.4428507089614868, 'train/diffusion_loss': 0.46409520506858826, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 209.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 209.0, 'epoch': 2.56}
+{'train/ce_loss': 1.5882571935653687, 'train/diffusion_loss': 0.5566720962524414, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 92.0, 'epoch': 2.56}
+{'train/ce_loss': 0.9291536808013916, 'train/diffusion_loss': 0.48449209332466125, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 167.0, 'epoch': 2.56}
+{'train/ce_loss': 1.2840263843536377, 'train/diffusion_loss': 0.44120681285858154, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 182.0, 'epoch': 2.56}
+{'train/ce_loss': 1.4406375885009766, 'train/diffusion_loss': 0.5371932983398438, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.56}
+{'train/ce_loss': 1.110427737236023, 'train/diffusion_loss': 0.47613659501075745, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 208.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 208.0, 'debug/num_lat_loss': 93.0, 'epoch': 2.56}
+{'train/ce_loss': 0.999643087387085, 'train/diffusion_loss': 0.46798157691955566, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 81.0, 'epoch': 2.56}
+{'train/ce_loss': 0.8374883532524109, 'train/diffusion_loss': 0.382650226354599, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 2.56}
+{'train/ce_loss': 1.5202651023864746, 'train/diffusion_loss': 0.5484170317649841, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.56}
+{'train/ce_loss': 1.078499674797058, 'train/diffusion_loss': 0.5410954356193542, 'epoch': 2.56}
+{'train/learning_rate_real': 2.6121620758762877e-05, 'epoch': 2.56}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 191.0, 'epoch': 2.57}
+{'train/ce_loss': 1.4864875078201294, 'train/diffusion_loss': 0.4959760010242462, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.57}
+{'train/ce_loss': 1.0592243671417236, 'train/diffusion_loss': 0.49314191937446594, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 204.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 204.0, 'debug/num_lat_loss': 82.0, 'epoch': 2.57}
+{'train/ce_loss': 0.6606957912445068, 'train/diffusion_loss': 0.4238493740558624, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 135.0, 'epoch': 2.57}
+{'train/ce_loss': 1.3714011907577515, 'train/diffusion_loss': 0.48904937505722046, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.57}
+{'train/ce_loss': 1.1675631999969482, 'train/diffusion_loss': 0.5097840428352356, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.57}
+{'train/ce_loss': 1.2208377122879028, 'train/diffusion_loss': 0.44980430603027344, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 154.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 154.0, 'epoch': 2.57}
+{'train/ce_loss': 1.5528793334960938, 'train/diffusion_loss': 0.5726851224899292, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 138.0, 'epoch': 2.57}
+{'train/ce_loss': 1.2530615329742432, 'train/diffusion_loss': 0.5362817049026489, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 88.0, 'epoch': 2.57}
+{'train/ce_loss': 0.9142183661460876, 'train/diffusion_loss': 0.49815258383750916, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 93.0, 'epoch': 2.57}
+{'train/ce_loss': 0.8607755303382874, 'train/diffusion_loss': 0.41073060035705566, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 144.0, 'epoch': 2.57}
+{'train/ce_loss': 1.2125163078308105, 'train/diffusion_loss': 0.5340709686279297, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 88.0, 'epoch': 2.57}
+{'train/ce_loss': 0.9266757965087891, 'train/diffusion_loss': 0.45399612188339233, 'epoch': 2.57}
+{'train/learning_rate_real': 2.591779156984137e-05, 'epoch': 2.57}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 73.0, 'epoch': 2.58}
+{'train/ce_loss': 0.5791411399841309, 'train/diffusion_loss': 0.38529735803604126, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 215.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 215.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.58}
+{'train/ce_loss': 1.0012860298156738, 'train/diffusion_loss': 0.4913490414619446, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 94.0, 'epoch': 2.58}
+{'train/ce_loss': 0.9843018651008606, 'train/diffusion_loss': 0.4601491391658783, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 73.0, 'epoch': 2.58}
+{'train/ce_loss': 0.8959554433822632, 'train/diffusion_loss': 0.461518794298172, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 135.0, 'epoch': 2.58}
+{'train/ce_loss': 1.0858200788497925, 'train/diffusion_loss': 0.44330793619155884, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 140.0, 'epoch': 2.58}
+{'train/ce_loss': 1.3285657167434692, 'train/diffusion_loss': 0.4884984791278839, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 108.0, 'epoch': 2.58}
+{'train/ce_loss': 1.2374744415283203, 'train/diffusion_loss': 0.4063161313533783, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 213.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 213.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.58}
+{'train/ce_loss': 1.1772552728652954, 'train/diffusion_loss': 0.5569454431533813, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 403.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 403.0, 'debug/num_lat_loss': 206.0, 'epoch': 2.58}
+{'train/ce_loss': 1.6057734489440918, 'train/diffusion_loss': 0.4884932339191437, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.58}
+{'train/ce_loss': 0.8414076566696167, 'train/diffusion_loss': 0.4794310927391052, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 398.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 398.0, 'debug/num_lat_loss': 218.0, 'epoch': 2.58}
+{'train/ce_loss': 1.7284343242645264, 'train/diffusion_loss': 0.5665789842605591, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.58}
+{'train/ce_loss': 1.429671287536621, 'train/diffusion_loss': 0.5458444356918335, 'epoch': 2.58}
+{'train/learning_rate_real': 2.5713901269842404e-05, 'epoch': 2.58}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.59}
+{'train/ce_loss': 1.2038768529891968, 'train/diffusion_loss': 0.5237531065940857, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 194.0, 'epoch': 2.59}
+{'train/ce_loss': 1.3753416538238525, 'train/diffusion_loss': 0.535300612449646, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 183.0, 'epoch': 2.59}
+{'train/ce_loss': 1.3188507556915283, 'train/diffusion_loss': 0.5313403606414795, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 97.0, 'epoch': 2.59}
+{'train/ce_loss': 0.5858673453330994, 'train/diffusion_loss': 0.5067394971847534, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 163.0, 'epoch': 2.59}
+{'train/ce_loss': 1.4691169261932373, 'train/diffusion_loss': 0.4914837181568146, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 207.0, 'epoch': 2.59}
+{'train/ce_loss': 1.7291014194488525, 'train/diffusion_loss': 0.4890543222427368, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 138.0, 'epoch': 2.59}
+{'train/ce_loss': 0.9758937358856201, 'train/diffusion_loss': 0.5033832788467407, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.59}
+{'train/ce_loss': 1.2525099515914917, 'train/diffusion_loss': 0.5683446526527405, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.59}
+{'train/ce_loss': 1.1985734701156616, 'train/diffusion_loss': 0.47832581400871277, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 153.0, 'epoch': 2.59}
+{'train/ce_loss': 1.0376416444778442, 'train/diffusion_loss': 0.5143321752548218, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 124.0, 'epoch': 2.59}
+{'train/ce_loss': 1.3469222784042358, 'train/diffusion_loss': 0.4939884841442108, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 390.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 390.0, 'debug/num_lat_loss': 204.0, 'epoch': 2.59}
+{'train/ce_loss': 1.6124966144561768, 'train/diffusion_loss': 0.49117031693458557, 'epoch': 2.59}
+{'train/learning_rate_real': 2.550996343478514e-05, 'epoch': 2.59}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 161.0, 'epoch': 2.6}
+{'train/ce_loss': 1.3724188804626465, 'train/diffusion_loss': 0.5193912982940674, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 74.0, 'epoch': 2.6}
+{'train/ce_loss': 0.8039756417274475, 'train/diffusion_loss': 0.43835964798927307, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 163.0, 'epoch': 2.6}
+{'train/ce_loss': 1.4536024332046509, 'train/diffusion_loss': 0.5687189698219299, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 173.0, 'epoch': 2.6}
+{'train/ce_loss': 1.2496312856674194, 'train/diffusion_loss': 0.4852021336555481, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 165.0, 'epoch': 2.6}
+{'train/ce_loss': 1.429699182510376, 'train/diffusion_loss': 0.5033801794052124, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 94.0, 'epoch': 2.6}
+{'train/ce_loss': 1.1312811374664307, 'train/diffusion_loss': 0.4634367525577545, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 70.0, 'epoch': 2.6}
+{'train/ce_loss': 0.8739430904388428, 'train/diffusion_loss': 0.4279119074344635, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.6}
+{'train/ce_loss': 1.081384539604187, 'train/diffusion_loss': 0.467670738697052, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.6}
+{'train/ce_loss': 1.4542906284332275, 'train/diffusion_loss': 0.543323278427124, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 153.0, 'epoch': 2.6}
+{'train/ce_loss': 1.349369764328003, 'train/diffusion_loss': 0.50897216796875, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 187.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 187.0, 'epoch': 2.6}
+{'train/ce_loss': 1.3276327848434448, 'train/diffusion_loss': 0.5111812949180603, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 152.0, 'epoch': 2.6}
+{'train/ce_loss': 1.339154839515686, 'train/diffusion_loss': 0.48258334398269653, 'epoch': 2.6}
+{'train/learning_rate_real': 2.5305991643853806e-05, 'epoch': 2.6}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 180.0, 'epoch': 2.62}
+{'train/ce_loss': 1.143096923828125, 'train/diffusion_loss': 0.5091900825500488, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 227.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 227.0, 'debug/num_lat_loss': 114.0, 'epoch': 2.62}
+{'train/ce_loss': 1.0771328210830688, 'train/diffusion_loss': 0.4723716378211975, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 291.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 291.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.62}
+{'train/ce_loss': 1.123984456062317, 'train/diffusion_loss': 0.48048144578933716, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 121.0, 'epoch': 2.62}
+{'train/ce_loss': 1.3153685331344604, 'train/diffusion_loss': 0.4989209771156311, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 97.0, 'epoch': 2.62}
+{'train/ce_loss': 0.8043672442436218, 'train/diffusion_loss': 0.43161740899086, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 179.0, 'epoch': 2.62}
+{'train/ce_loss': 1.4377251863479614, 'train/diffusion_loss': 0.5479921698570251, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 199.0, 'epoch': 2.62}
+{'train/ce_loss': 1.5081108808517456, 'train/diffusion_loss': 0.5530534386634827, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 143.0, 'epoch': 2.62}
+{'train/ce_loss': 1.7214581966400146, 'train/diffusion_loss': 0.5570518970489502, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.62}
+{'train/ce_loss': 1.2711095809936523, 'train/diffusion_loss': 0.5198236107826233, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 157.0, 'epoch': 2.62}
+{'train/ce_loss': 0.9499228000640869, 'train/diffusion_loss': 0.5273070931434631, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 178.0, 'epoch': 2.62}
+{'train/ce_loss': 1.4436697959899902, 'train/diffusion_loss': 0.5130512714385986, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 197.0, 'epoch': 2.62}
+{'train/ce_loss': 1.5179017782211304, 'train/diffusion_loss': 0.5014799237251282, 'epoch': 2.62}
+{'train/learning_rate_real': 2.510199947849361e-05, 'epoch': 2.62}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 197.0, 'epoch': 2.63}
+{'train/ce_loss': 1.7077970504760742, 'train/diffusion_loss': 0.5270970463752747, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 78.0, 'epoch': 2.63}
+{'train/ce_loss': 0.6320816874504089, 'train/diffusion_loss': 0.4590936303138733, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.63}
+{'train/ce_loss': 1.1908924579620361, 'train/diffusion_loss': 0.4925905466079712, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 197.0, 'epoch': 2.63}
+{'train/ce_loss': 1.7513842582702637, 'train/diffusion_loss': 0.5432414412498474, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 122.0, 'epoch': 2.63}
+{'train/ce_loss': 0.9589110612869263, 'train/diffusion_loss': 0.5302693843841553, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 122.0, 'epoch': 2.63}
+{'train/ce_loss': 1.1389305591583252, 'train/diffusion_loss': 0.4932100474834442, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 77.0, 'epoch': 2.63}
+{'train/ce_loss': 0.9231125712394714, 'train/diffusion_loss': 0.4421960413455963, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 143.0, 'epoch': 2.63}
+{'train/ce_loss': 1.3425633907318115, 'train/diffusion_loss': 0.4728544056415558, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 206.0, 'epoch': 2.63}
+{'train/ce_loss': 1.6035163402557373, 'train/diffusion_loss': 0.5290041565895081, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 164.0, 'epoch': 2.63}
+{'train/ce_loss': 1.5642921924591064, 'train/diffusion_loss': 0.5444087982177734, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 378.0, 'debug/num_tok_loss': 198.0, 'debug/num_lat_total': 378.0, 'debug/num_lat_loss': 198.0, 'epoch': 2.63}
+{'train/ce_loss': 1.5613659620285034, 'train/diffusion_loss': 0.5472862124443054, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.63}
+{'train/ce_loss': 1.0334171056747437, 'train/diffusion_loss': 0.5086548924446106, 'epoch': 2.63}
+{'train/learning_rate_real': 2.48980005215064e-05, 'epoch': 2.63}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 163.0, 'epoch': 2.64}
+{'train/ce_loss': 1.484847903251648, 'train/diffusion_loss': 0.5289353132247925, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 90.0, 'epoch': 2.64}
+{'train/ce_loss': 0.9054050445556641, 'train/diffusion_loss': 0.4420267939567566, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 101.0, 'epoch': 2.64}
+{'train/ce_loss': 0.9823489785194397, 'train/diffusion_loss': 0.4884752929210663, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 164.0, 'epoch': 2.64}
+{'train/ce_loss': 1.3009837865829468, 'train/diffusion_loss': 0.5519348382949829, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 182.0, 'epoch': 2.64}
+{'train/ce_loss': 1.5296295881271362, 'train/diffusion_loss': 0.5319820642471313, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.64}
+{'train/ce_loss': 1.2165836095809937, 'train/diffusion_loss': 0.4950459897518158, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 107.0, 'epoch': 2.64}
+{'train/ce_loss': 1.05588698387146, 'train/diffusion_loss': 0.4573817551136017, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 81.0, 'epoch': 2.64}
+{'train/ce_loss': 0.7185636162757874, 'train/diffusion_loss': 0.46813008189201355, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.64}
+{'train/ce_loss': 1.279401183128357, 'train/diffusion_loss': 0.4464223086833954, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 163.0, 'epoch': 2.64}
+{'train/ce_loss': 1.5172899961471558, 'train/diffusion_loss': 0.4983583092689514, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.64}
+{'train/ce_loss': 1.543602466583252, 'train/diffusion_loss': 0.5101284980773926, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 158.0, 'epoch': 2.64}
+{'train/ce_loss': 1.3488991260528564, 'train/diffusion_loss': 0.4610733091831207, 'epoch': 2.64}
+{'train/learning_rate_real': 2.4694008356146207e-05, 'epoch': 2.64}
+{'loss': 19.3566, 'grad_norm': 21.023475646972656, 'learning_rate': 2.4694008356146207e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 139.0, 'epoch': 2.65}
+{'train/ce_loss': 1.20784592628479, 'train/diffusion_loss': 0.519748330116272, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 107.0, 'epoch': 2.65}
+{'train/ce_loss': 1.0571391582489014, 'train/diffusion_loss': 0.45621857047080994, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.65}
+{'train/ce_loss': 1.4208875894546509, 'train/diffusion_loss': 0.45515012741088867, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 75.0, 'epoch': 2.65}
+{'train/ce_loss': 0.6626374125480652, 'train/diffusion_loss': 0.5319452881813049, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 118.0, 'epoch': 2.65}
+{'train/ce_loss': 1.18233323097229, 'train/diffusion_loss': 0.46692368388175964, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 145.0, 'epoch': 2.65}
+{'train/ce_loss': 1.4028422832489014, 'train/diffusion_loss': 0.4754582941532135, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.65}
+{'train/ce_loss': 1.2149425745010376, 'train/diffusion_loss': 0.563850998878479, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 135.0, 'epoch': 2.65}
+{'train/ce_loss': 1.2748167514801025, 'train/diffusion_loss': 0.5633993744850159, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.65}
+{'train/ce_loss': 1.2722667455673218, 'train/diffusion_loss': 0.4819854497909546, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.65}
+{'train/ce_loss': 1.4354950189590454, 'train/diffusion_loss': 0.5224670767784119, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 192.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 192.0, 'debug/num_lat_loss': 118.0, 'epoch': 2.65}
+{'train/ce_loss': 1.171405553817749, 'train/diffusion_loss': 0.5235359072685242, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.65}
+{'train/ce_loss': 1.0397659540176392, 'train/diffusion_loss': 0.5317814350128174, 'epoch': 2.65}
+{'train/learning_rate_real': 2.4490036565214873e-05, 'epoch': 2.65}
+{'debug/num_tok_total': 227.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 227.0, 'debug/num_lat_loss': 83.0, 'epoch': 2.67}
+{'train/ce_loss': 0.8477479815483093, 'train/diffusion_loss': 0.4746077060699463, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 291.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 291.0, 'debug/num_lat_loss': 191.0, 'epoch': 2.67}
+{'train/ce_loss': 1.734093189239502, 'train/diffusion_loss': 0.5363804697990417, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 77.0, 'epoch': 2.67}
+{'train/ce_loss': 0.8457018136978149, 'train/diffusion_loss': 0.4397178888320923, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 281.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 281.0, 'debug/num_lat_loss': 118.0, 'epoch': 2.67}
+{'train/ce_loss': 1.3916972875595093, 'train/diffusion_loss': 0.49485430121421814, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.67}
+{'train/ce_loss': 1.3711215257644653, 'train/diffusion_loss': 0.523232638835907, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 137.0, 'epoch': 2.67}
+{'train/ce_loss': 1.0577000379562378, 'train/diffusion_loss': 0.470901757478714, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 143.0, 'epoch': 2.67}
+{'train/ce_loss': 1.187166452407837, 'train/diffusion_loss': 0.46334710717201233, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 130.0, 'epoch': 2.67}
+{'train/ce_loss': 1.1606038808822632, 'train/diffusion_loss': 0.4856713116168976, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 144.0, 'epoch': 2.67}
+{'train/ce_loss': 1.216463327407837, 'train/diffusion_loss': 0.4747067987918854, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 387.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 387.0, 'debug/num_lat_loss': 188.0, 'epoch': 2.67}
+{'train/ce_loss': 1.159008264541626, 'train/diffusion_loss': 0.5035925507545471, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.67}
+{'train/ce_loss': 1.5096218585968018, 'train/diffusion_loss': 0.4663863778114319, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 409.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 409.0, 'debug/num_lat_loss': 210.0, 'epoch': 2.67}
+{'train/ce_loss': 1.3805245161056519, 'train/diffusion_loss': 0.5022373199462891, 'epoch': 2.67}
+{'train/learning_rate_real': 2.42860987301576e-05, 'epoch': 2.67}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 167.0, 'epoch': 2.68}
+{'train/ce_loss': 1.658891201019287, 'train/diffusion_loss': 0.5576614737510681, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 71.0, 'epoch': 2.68}
+{'train/ce_loss': 0.7351099848747253, 'train/diffusion_loss': 0.3723718523979187, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 202.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 202.0, 'epoch': 2.68}
+{'train/ce_loss': 1.834909200668335, 'train/diffusion_loss': 0.50843745470047, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 190.0, 'epoch': 2.68}
+{'train/ce_loss': 1.3875653743743896, 'train/diffusion_loss': 0.4743896722793579, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 378.0, 'debug/num_tok_loss': 200.0, 'debug/num_lat_total': 378.0, 'debug/num_lat_loss': 200.0, 'epoch': 2.68}
+{'train/ce_loss': 1.8290854692459106, 'train/diffusion_loss': 0.5244811177253723, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 137.0, 'epoch': 2.68}
+{'train/ce_loss': 1.2769899368286133, 'train/diffusion_loss': 0.4804288148880005, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 178.0, 'epoch': 2.68}
+{'train/ce_loss': 1.1889355182647705, 'train/diffusion_loss': 0.4910416305065155, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 166.0, 'epoch': 2.68}
+{'train/ce_loss': 1.4970782995224, 'train/diffusion_loss': 0.47133001685142517, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.68}
+{'train/ce_loss': 0.9226572513580322, 'train/diffusion_loss': 0.4809618592262268, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 166.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 166.0, 'debug/num_lat_loss': 92.0, 'epoch': 2.68}
+{'train/ce_loss': 1.1923885345458984, 'train/diffusion_loss': 0.5450727343559265, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.68}
+{'train/ce_loss': 1.1275537014007568, 'train/diffusion_loss': 0.5055747032165527, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 89.0, 'epoch': 2.68}
+{'train/ce_loss': 0.8354101777076721, 'train/diffusion_loss': 0.4041159152984619, 'epoch': 2.68}
+{'train/learning_rate_real': 2.408220843015864e-05, 'epoch': 2.68}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 131.0, 'epoch': 2.69}
+{'train/ce_loss': 1.3800350427627563, 'train/diffusion_loss': 0.4453221559524536, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 201.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 201.0, 'debug/num_lat_loss': 88.0, 'epoch': 2.69}
+{'train/ce_loss': 1.1181153059005737, 'train/diffusion_loss': 0.5362933874130249, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 118.0, 'epoch': 2.69}
+{'train/ce_loss': 1.0636186599731445, 'train/diffusion_loss': 0.5030001997947693, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.69}
+{'train/ce_loss': 1.2877933979034424, 'train/diffusion_loss': 0.4849075973033905, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 141.0, 'epoch': 2.69}
+{'train/ce_loss': 1.4759111404418945, 'train/diffusion_loss': 0.4769899547100067, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 2.69}
+{'train/ce_loss': 0.8768754005432129, 'train/diffusion_loss': 0.40918412804603577, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 92.0, 'epoch': 2.69}
+{'train/ce_loss': 1.1719356775283813, 'train/diffusion_loss': 0.4988934099674225, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 138.0, 'epoch': 2.69}
+{'train/ce_loss': 1.258141279220581, 'train/diffusion_loss': 0.5282425880432129, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 63.0, 'epoch': 2.69}
+{'train/ce_loss': 0.6253334283828735, 'train/diffusion_loss': 0.3969772160053253, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 112.0, 'epoch': 2.69}
+{'train/ce_loss': 0.9904404878616333, 'train/diffusion_loss': 0.5075457096099854, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 81.0, 'epoch': 2.69}
+{'train/ce_loss': 0.8158659934997559, 'train/diffusion_loss': 0.44769376516342163, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 138.0, 'epoch': 2.69}
+{'train/ce_loss': 1.2314692735671997, 'train/diffusion_loss': 0.47376638650894165, 'epoch': 2.69}
+{'train/learning_rate_real': 2.3878379241237136e-05, 'epoch': 2.69}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 97.0, 'epoch': 2.7}
+{'train/ce_loss': 0.8826123476028442, 'train/diffusion_loss': 0.4704670011997223, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 117.0, 'epoch': 2.7}
+{'train/ce_loss': 1.02714204788208, 'train/diffusion_loss': 0.4834537208080292, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 118.0, 'epoch': 2.7}
+{'train/ce_loss': 1.2974823713302612, 'train/diffusion_loss': 0.5425516963005066, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.7}
+{'train/ce_loss': 1.3905051946640015, 'train/diffusion_loss': 0.5639170408248901, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 88.0, 'epoch': 2.7}
+{'train/ce_loss': 0.8847121000289917, 'train/diffusion_loss': 0.4122408628463745, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 185.0, 'epoch': 2.7}
+{'train/ce_loss': 1.5737619400024414, 'train/diffusion_loss': 0.4898810386657715, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 97.0, 'epoch': 2.7}
+{'train/ce_loss': 1.1334563493728638, 'train/diffusion_loss': 0.4137345850467682, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 157.0, 'epoch': 2.7}
+{'train/ce_loss': 1.4015638828277588, 'train/diffusion_loss': 0.514668345451355, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 207.0, 'epoch': 2.7}
+{'train/ce_loss': 1.7723562717437744, 'train/diffusion_loss': 0.46820783615112305, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.7}
+{'train/ce_loss': 1.1458073854446411, 'train/diffusion_loss': 0.5172548294067383, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 168.0, 'epoch': 2.7}
+{'train/ce_loss': 1.1938865184783936, 'train/diffusion_loss': 0.48520687222480774, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 168.0, 'epoch': 2.7}
+{'train/ce_loss': 1.5809423923492432, 'train/diffusion_loss': 0.48252829909324646, 'epoch': 2.7}
+{'train/learning_rate_real': 2.3674624735343133e-05, 'epoch': 2.7}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 187.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 187.0, 'epoch': 2.71}
+{'train/ce_loss': 1.4283220767974854, 'train/diffusion_loss': 0.5916302800178528, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 160.0, 'epoch': 2.71}
+{'train/ce_loss': 1.6435282230377197, 'train/diffusion_loss': 0.47659730911254883, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.71}
+{'train/ce_loss': 1.0583761930465698, 'train/diffusion_loss': 0.4703528583049774, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 136.0, 'epoch': 2.71}
+{'train/ce_loss': 1.159184455871582, 'train/diffusion_loss': 0.5697208642959595, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 168.0, 'epoch': 2.71}
+{'train/ce_loss': 1.442842960357666, 'train/diffusion_loss': 0.5536542534828186, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 73.0, 'epoch': 2.71}
+{'train/ce_loss': 0.8359523415565491, 'train/diffusion_loss': 0.45779094099998474, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 84.0, 'epoch': 2.71}
+{'train/ce_loss': 1.1867644786834717, 'train/diffusion_loss': 0.5227912068367004, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 360.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 360.0, 'debug/num_lat_loss': 161.0, 'epoch': 2.71}
+{'train/ce_loss': 1.346603274345398, 'train/diffusion_loss': 0.4616594910621643, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 107.0, 'epoch': 2.71}
+{'train/ce_loss': 0.9468510150909424, 'train/diffusion_loss': 0.5130055546760559, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 109.0, 'epoch': 2.71}
+{'train/ce_loss': 1.3063106536865234, 'train/diffusion_loss': 0.5029536485671997, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 83.0, 'epoch': 2.71}
+{'train/ce_loss': 0.8899520039558411, 'train/diffusion_loss': 0.4537557363510132, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 101.0, 'epoch': 2.71}
+{'train/ce_loss': 0.9714386463165283, 'train/diffusion_loss': 0.5280601382255554, 'epoch': 2.71}
+{'train/learning_rate_real': 2.3470958479453938e-05, 'epoch': 2.71}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.73}
+{'train/ce_loss': 1.1663466691970825, 'train/diffusion_loss': 0.45259809494018555, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 95.0, 'epoch': 2.73}
+{'train/ce_loss': 0.7805833220481873, 'train/diffusion_loss': 0.4741257429122925, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.73}
+{'train/ce_loss': 1.1485965251922607, 'train/diffusion_loss': 0.5035932064056396, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.73}
+{'train/ce_loss': 1.0371381044387817, 'train/diffusion_loss': 0.4869158864021301, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 181.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 181.0, 'epoch': 2.73}
+{'train/ce_loss': 1.5908048152923584, 'train/diffusion_loss': 0.537178099155426, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 330.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 330.0, 'debug/num_lat_loss': 169.0, 'epoch': 2.73}
+{'train/ce_loss': 1.1963452100753784, 'train/diffusion_loss': 0.47374287247657776, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 137.0, 'epoch': 2.73}
+{'train/ce_loss': 1.062811255455017, 'train/diffusion_loss': 0.5077692866325378, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 182.0, 'epoch': 2.73}
+{'train/ce_loss': 1.6839491128921509, 'train/diffusion_loss': 0.49061718583106995, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 142.0, 'epoch': 2.73}
+{'train/ce_loss': 0.9745473861694336, 'train/diffusion_loss': 0.5122829675674438, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 164.0, 'epoch': 2.73}
+{'train/ce_loss': 1.3471845388412476, 'train/diffusion_loss': 0.5907236933708191, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 225.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 225.0, 'debug/num_lat_loss': 83.0, 'epoch': 2.73}
+{'train/ce_loss': 0.8943737149238586, 'train/diffusion_loss': 0.5316329002380371, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 148.0, 'epoch': 2.73}
+{'train/ce_loss': 1.6505342721939087, 'train/diffusion_loss': 0.573282778263092, 'epoch': 2.73}
+{'train/learning_rate_real': 2.326739403467073e-05, 'epoch': 2.73}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.74}
+{'train/ce_loss': 1.1204684972763062, 'train/diffusion_loss': 0.4475904703140259, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 172.0, 'epoch': 2.74}
+{'train/ce_loss': 1.5064927339553833, 'train/diffusion_loss': 0.5243126749992371, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 100.0, 'epoch': 2.74}
+{'train/ce_loss': 1.1025196313858032, 'train/diffusion_loss': 0.4696347415447235, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 142.0, 'epoch': 2.74}
+{'train/ce_loss': 1.2062052488327026, 'train/diffusion_loss': 0.4629949629306793, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.74}
+{'train/ce_loss': 1.5301823616027832, 'train/diffusion_loss': 0.4900042712688446, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.74}
+{'train/ce_loss': 1.0971273183822632, 'train/diffusion_loss': 0.49844345450401306, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 87.0, 'epoch': 2.74}
+{'train/ce_loss': 1.023405909538269, 'train/diffusion_loss': 0.44668635725975037, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 233.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 233.0, 'epoch': 2.74}
+{'train/ce_loss': 1.4881279468536377, 'train/diffusion_loss': 0.5177789330482483, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 225.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 225.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.74}
+{'train/ce_loss': 0.4205288589000702, 'train/diffusion_loss': 0.5220904350280762, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 142.0, 'epoch': 2.74}
+{'train/ce_loss': 1.1130051612854004, 'train/diffusion_loss': 0.47752541303634644, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 199.0, 'epoch': 2.74}
+{'train/ce_loss': 1.5987927913665771, 'train/diffusion_loss': 0.5262262225151062, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 97.0, 'epoch': 2.74}
+{'train/ce_loss': 0.8370407223701477, 'train/diffusion_loss': 0.5074328780174255, 'epoch': 2.74}
+{'train/learning_rate_real': 2.3063944955315584e-05, 'epoch': 2.74}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 130.0, 'epoch': 2.75}
+{'train/ce_loss': 1.1139748096466064, 'train/diffusion_loss': 0.5058975219726562, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 73.0, 'epoch': 2.75}
+{'train/ce_loss': 0.6998218894004822, 'train/diffusion_loss': 0.4661077558994293, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 152.0, 'epoch': 2.75}
+{'train/ce_loss': 1.34877610206604, 'train/diffusion_loss': 0.5363211035728455, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 171.0, 'epoch': 2.75}
+{'train/ce_loss': 1.5513321161270142, 'train/diffusion_loss': 0.5676461458206177, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 67.0, 'epoch': 2.75}
+{'train/ce_loss': 0.722160279750824, 'train/diffusion_loss': 0.5175377726554871, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 208.0, 'epoch': 2.75}
+{'train/ce_loss': 1.5927448272705078, 'train/diffusion_loss': 0.4944363534450531, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.75}
+{'train/ce_loss': 1.0395663976669312, 'train/diffusion_loss': 0.47566983103752136, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 107.0, 'epoch': 2.75}
+{'train/ce_loss': 1.0197880268096924, 'train/diffusion_loss': 0.5291650891304016, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 205.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 205.0, 'epoch': 2.75}
+{'train/ce_loss': 1.75160551071167, 'train/diffusion_loss': 0.5443317890167236, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 106.0, 'epoch': 2.75}
+{'train/ce_loss': 1.224187970161438, 'train/diffusion_loss': 0.5554867386817932, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.75}
+{'train/ce_loss': 1.3760827779769897, 'train/diffusion_loss': 0.5358282327651978, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 182.0, 'epoch': 2.75}
+{'train/ce_loss': 1.7144885063171387, 'train/diffusion_loss': 0.4902391731739044, 'epoch': 2.75}
+{'train/learning_rate_real': 2.2860624788029013e-05, 'epoch': 2.75}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.76}
+{'train/ce_loss': 0.9400555491447449, 'train/diffusion_loss': 0.47836723923683167, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.76}
+{'train/ce_loss': 1.3311303853988647, 'train/diffusion_loss': 0.5029205679893494, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 117.0, 'epoch': 2.76}
+{'train/ce_loss': 1.080889344215393, 'train/diffusion_loss': 0.4370417892932892, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 87.0, 'epoch': 2.76}
+{'train/ce_loss': 0.9304735064506531, 'train/diffusion_loss': 0.40372124314308167, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.76}
+{'train/ce_loss': 1.344581127166748, 'train/diffusion_loss': 0.5337469577789307, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 86.0, 'epoch': 2.76}
+{'train/ce_loss': 1.085295557975769, 'train/diffusion_loss': 0.4513219892978668, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'debug/num_tok_total': 360.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 360.0, 'debug/num_lat_loss': 179.0, 'epoch': 2.76}
+{'train/ce_loss': 1.1722756624221802, 'train/diffusion_loss': 0.5558348298072815, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.76}
+{'train/ce_loss': 1.1536389589309692, 'train/diffusion_loss': 0.4869382381439209, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 92.0, 'epoch': 2.76}
+{'train/ce_loss': 1.1758079528808594, 'train/diffusion_loss': 0.46131521463394165, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 170.0, 'epoch': 2.76}
+{'train/ce_loss': 1.3933418989181519, 'train/diffusion_loss': 0.49661847949028015, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 178.0, 'epoch': 2.76}
+{'train/ce_loss': 1.6910157203674316, 'train/diffusion_loss': 0.5311115384101868, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 120.0, 'epoch': 2.76}
+{'train/ce_loss': 0.8980344533920288, 'train/diffusion_loss': 0.45042848587036133, 'epoch': 2.76}
+{'train/learning_rate_real': 2.2657447070867902e-05, 'epoch': 2.76}
+{'loss': 19.2899, 'grad_norm': 21.587631225585938, 'learning_rate': 2.2657447070867902e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 175.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 175.0, 'epoch': 2.77}
+{'train/ce_loss': 1.627410888671875, 'train/diffusion_loss': 0.5163129568099976, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 372.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 372.0, 'debug/num_lat_loss': 186.0, 'epoch': 2.77}
+{'train/ce_loss': 1.7799317836761475, 'train/diffusion_loss': 0.548742413520813, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 87.0, 'epoch': 2.77}
+{'train/ce_loss': 0.7225928902626038, 'train/diffusion_loss': 0.4508308172225952, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.77}
+{'train/ce_loss': 1.5103070735931396, 'train/diffusion_loss': 0.5582072734832764, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 194.0, 'epoch': 2.77}
+{'train/ce_loss': 1.4402079582214355, 'train/diffusion_loss': 0.5213358402252197, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 104.0, 'epoch': 2.77}
+{'train/ce_loss': 0.9687117338180542, 'train/diffusion_loss': 0.42896929383277893, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.77}
+{'train/ce_loss': 0.8907126188278198, 'train/diffusion_loss': 0.4542523920536041, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 84.0, 'epoch': 2.77}
+{'train/ce_loss': 0.9608681201934814, 'train/diffusion_loss': 0.46627652645111084, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 129.0, 'epoch': 2.77}
+{'train/ce_loss': 1.2643665075302124, 'train/diffusion_loss': 0.49659183621406555, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 380.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 380.0, 'debug/num_lat_loss': 197.0, 'epoch': 2.77}
+{'train/ce_loss': 1.0783534049987793, 'train/diffusion_loss': 0.4998438358306885, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.77}
+{'train/ce_loss': 1.240626573562622, 'train/diffusion_loss': 0.49727752804756165, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 185.0, 'debug/num_tok_loss': 41.0, 'debug/num_lat_total': 185.0, 'debug/num_lat_loss': 41.0, 'epoch': 2.77}
+{'train/ce_loss': 0.49303382635116577, 'train/diffusion_loss': 0.4038569927215576, 'epoch': 2.77}
+{'train/learning_rate_real': 2.2454425332404122e-05, 'epoch': 2.77}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 144.0, 'epoch': 2.79}
+{'train/ce_loss': 1.1803358793258667, 'train/diffusion_loss': 0.5164387822151184, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 98.0, 'epoch': 2.79}
+{'train/ce_loss': 0.8389731645584106, 'train/diffusion_loss': 0.4767518639564514, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 133.0, 'epoch': 2.79}
+{'train/ce_loss': 1.1183286905288696, 'train/diffusion_loss': 0.5338228940963745, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.79}
+{'train/ce_loss': 1.2437770366668701, 'train/diffusion_loss': 0.48416516184806824, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 133.0, 'epoch': 2.79}
+{'train/ce_loss': 1.2255219221115112, 'train/diffusion_loss': 0.5250272154808044, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 124.0, 'epoch': 2.79}
+{'train/ce_loss': 1.2035681009292603, 'train/diffusion_loss': 0.5225038528442383, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 160.0, 'epoch': 2.79}
+{'train/ce_loss': 1.3131513595581055, 'train/diffusion_loss': 0.4501424729824066, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 206.0, 'epoch': 2.79}
+{'train/ce_loss': 1.5941928625106812, 'train/diffusion_loss': 0.5265653133392334, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 101.0, 'epoch': 2.79}
+{'train/ce_loss': 0.9944655299186707, 'train/diffusion_loss': 0.4649222195148468, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 94.0, 'epoch': 2.79}
+{'train/ce_loss': 0.8793882131576538, 'train/diffusion_loss': 0.46679961681365967, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 80.0, 'epoch': 2.79}
+{'train/ce_loss': 0.8875871896743774, 'train/diffusion_loss': 0.41174107789993286, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 412.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 412.0, 'debug/num_lat_loss': 213.0, 'epoch': 2.79}
+{'train/ce_loss': 1.6370340585708618, 'train/diffusion_loss': 0.5410493612289429, 'epoch': 2.79}
+{'train/learning_rate_real': 2.2251573090823706e-05, 'epoch': 2.79}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 114.0, 'epoch': 2.8}
+{'train/ce_loss': 1.0821534395217896, 'train/diffusion_loss': 0.4827912747859955, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.8}
+{'train/ce_loss': 1.3111035823822021, 'train/diffusion_loss': 0.5954618453979492, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 222.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 222.0, 'epoch': 2.8}
+{'train/ce_loss': 1.768284559249878, 'train/diffusion_loss': 0.5474404096603394, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 130.0, 'epoch': 2.8}
+{'train/ce_loss': 1.0418117046356201, 'train/diffusion_loss': 0.4893750250339508, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 117.0, 'epoch': 2.8}
+{'train/ce_loss': 1.1058390140533447, 'train/diffusion_loss': 0.4839812219142914, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.8}
+{'train/ce_loss': 0.899554431438446, 'train/diffusion_loss': 0.4849594533443451, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 106.0, 'epoch': 2.8}
+{'train/ce_loss': 1.3324497938156128, 'train/diffusion_loss': 0.4729125201702118, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 154.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 154.0, 'epoch': 2.8}
+{'train/ce_loss': 1.1196109056472778, 'train/diffusion_loss': 0.5093298554420471, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 179.0, 'epoch': 2.8}
+{'train/ce_loss': 1.2936246395111084, 'train/diffusion_loss': 0.5137736797332764, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 160.0, 'epoch': 2.8}
+{'train/ce_loss': 1.4306100606918335, 'train/diffusion_loss': 0.5631205439567566, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 85.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 85.0, 'epoch': 2.8}
+{'train/ce_loss': 0.7205080389976501, 'train/diffusion_loss': 0.48823314905166626, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 141.0, 'epoch': 2.8}
+{'train/ce_loss': 1.3083492517471313, 'train/diffusion_loss': 0.5033018589019775, 'epoch': 2.8}
+{'train/learning_rate_real': 2.2048903853026745e-05, 'epoch': 2.8}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 94.0, 'epoch': 2.81}
+{'train/ce_loss': 0.9346678853034973, 'train/diffusion_loss': 0.48339778184890747, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 99.0, 'epoch': 2.81}
+{'train/ce_loss': 0.9915127754211426, 'train/diffusion_loss': 0.47796252369880676, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 58.0, 'epoch': 2.81}
+{'train/ce_loss': 0.5904712080955505, 'train/diffusion_loss': 0.44857531785964966, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 146.0, 'epoch': 2.81}
+{'train/ce_loss': 1.2005223035812378, 'train/diffusion_loss': 0.4995090067386627, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.81}
+{'train/ce_loss': 1.2973792552947998, 'train/diffusion_loss': 0.5244402289390564, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.81}
+{'train/ce_loss': 1.4619461297988892, 'train/diffusion_loss': 0.48461368680000305, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 107.0, 'epoch': 2.81}
+{'train/ce_loss': 1.1308624744415283, 'train/diffusion_loss': 0.5222231149673462, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 110.0, 'epoch': 2.81}
+{'train/ce_loss': 1.0611989498138428, 'train/diffusion_loss': 0.5121239423751831, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 164.0, 'epoch': 2.81}
+{'train/ce_loss': 1.2383203506469727, 'train/diffusion_loss': 0.5380106568336487, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 164.0, 'epoch': 2.81}
+{'train/ce_loss': 0.8864404559135437, 'train/diffusion_loss': 0.5015008449554443, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.81}
+{'train/ce_loss': 1.1291788816452026, 'train/diffusion_loss': 0.5201272964477539, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 85.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 85.0, 'epoch': 2.81}
+{'train/ce_loss': 0.7054920792579651, 'train/diffusion_loss': 0.46521085500717163, 'epoch': 2.81}
+{'train/learning_rate_real': 2.1846431113728064e-05, 'epoch': 2.81}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 140.0, 'epoch': 2.82}
+{'train/ce_loss': 1.3125792741775513, 'train/diffusion_loss': 0.48349353671073914, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 194.0, 'epoch': 2.82}
+{'train/ce_loss': 1.4294160604476929, 'train/diffusion_loss': 0.5068689584732056, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.82}
+{'train/ce_loss': 1.5657098293304443, 'train/diffusion_loss': 0.5460116863250732, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 86.0, 'epoch': 2.82}
+{'train/ce_loss': 0.8321085572242737, 'train/diffusion_loss': 0.48844608664512634, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 68.0, 'epoch': 2.82}
+{'train/ce_loss': 0.4126720726490021, 'train/diffusion_loss': 0.4489631950855255, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 180.0, 'epoch': 2.82}
+{'train/ce_loss': 1.3141908645629883, 'train/diffusion_loss': 0.513011634349823, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.82}
+{'train/ce_loss': 1.4169994592666626, 'train/diffusion_loss': 0.4548485279083252, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 195.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 195.0, 'debug/num_lat_loss': 80.0, 'epoch': 2.82}
+{'train/ce_loss': 0.863618791103363, 'train/diffusion_loss': 0.425201416015625, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 151.0, 'epoch': 2.82}
+{'train/ce_loss': 1.3961739540100098, 'train/diffusion_loss': 0.4801219403743744, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 160.0, 'epoch': 2.82}
+{'train/ce_loss': 1.469414234161377, 'train/diffusion_loss': 0.5443702340126038, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 117.0, 'epoch': 2.82}
+{'train/ce_loss': 0.7653246521949768, 'train/diffusion_loss': 0.4866155982017517, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 108.0, 'epoch': 2.82}
+{'train/ce_loss': 1.081291675567627, 'train/diffusion_loss': 0.4813346266746521, 'epoch': 2.82}
+{'train/learning_rate_real': 2.164416835455862e-05, 'epoch': 2.82}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.83}
+{'train/ce_loss': 1.404740810394287, 'train/diffusion_loss': 0.484511137008667, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 131.0, 'epoch': 2.83}
+{'train/ce_loss': 1.1347377300262451, 'train/diffusion_loss': 0.5105705857276917, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 168.0, 'epoch': 2.83}
+{'train/ce_loss': 1.3602116107940674, 'train/diffusion_loss': 0.5753333568572998, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 176.0, 'epoch': 2.83}
+{'train/ce_loss': 1.5638967752456665, 'train/diffusion_loss': 0.5112698674201965, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 54.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 54.0, 'epoch': 2.83}
+{'train/ce_loss': 0.5834017992019653, 'train/diffusion_loss': 0.3531677722930908, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 117.0, 'epoch': 2.83}
+{'train/ce_loss': 1.226760983467102, 'train/diffusion_loss': 0.5004158020019531, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 176.0, 'epoch': 2.83}
+{'train/ce_loss': 1.6173741817474365, 'train/diffusion_loss': 0.46819978952407837, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 409.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 409.0, 'debug/num_lat_loss': 199.0, 'epoch': 2.83}
+{'train/ce_loss': 1.5259950160980225, 'train/diffusion_loss': 0.5774301290512085, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 117.0, 'epoch': 2.83}
+{'train/ce_loss': 1.2059317827224731, 'train/diffusion_loss': 0.5718590021133423, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 61.0, 'epoch': 2.83}
+{'train/ce_loss': 0.8890847563743591, 'train/diffusion_loss': 0.419388085603714, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 168.0, 'epoch': 2.83}
+{'train/ce_loss': 1.8875041007995605, 'train/diffusion_loss': 0.530978798866272, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 174.0, 'epoch': 2.83}
+{'train/ce_loss': 1.7627898454666138, 'train/diffusion_loss': 0.4842667877674103, 'epoch': 2.83}
+{'train/learning_rate_real': 2.1442129043167874e-05, 'epoch': 2.83}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 99.0, 'epoch': 2.85}
+{'train/ce_loss': 0.7731417417526245, 'train/diffusion_loss': 0.4842721223831177, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 180.0, 'epoch': 2.85}
+{'train/ce_loss': 1.3312560319900513, 'train/diffusion_loss': 0.48196089267730713, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 122.0, 'epoch': 2.85}
+{'train/ce_loss': 1.320557951927185, 'train/diffusion_loss': 0.4652482569217682, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 128.0, 'epoch': 2.85}
+{'train/ce_loss': 1.3121265172958374, 'train/diffusion_loss': 0.4444335103034973, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 140.0, 'epoch': 2.85}
+{'train/ce_loss': 1.1178336143493652, 'train/diffusion_loss': 0.5236160159111023, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 175.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 175.0, 'epoch': 2.85}
+{'train/ce_loss': 1.1728594303131104, 'train/diffusion_loss': 0.5470659732818604, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 101.0, 'epoch': 2.85}
+{'train/ce_loss': 0.990558385848999, 'train/diffusion_loss': 0.4766900837421417, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 165.0, 'epoch': 2.85}
+{'train/ce_loss': 1.615548014640808, 'train/diffusion_loss': 0.5864068269729614, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 151.0, 'epoch': 2.85}
+{'train/ce_loss': 1.3341152667999268, 'train/diffusion_loss': 0.5137218832969666, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.85}
+{'train/ce_loss': 1.128517985343933, 'train/diffusion_loss': 0.5442748069763184, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 167.0, 'epoch': 2.85}
+{'train/ce_loss': 1.3651502132415771, 'train/diffusion_loss': 0.49633288383483887, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 63.0, 'epoch': 2.85}
+{'train/ce_loss': 0.704130232334137, 'train/diffusion_loss': 0.4417439103126526, 'epoch': 2.85}
+{'train/learning_rate_real': 2.1240326632327044e-05, 'epoch': 2.85}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 112.0, 'epoch': 2.86}
+{'train/ce_loss': 1.1618194580078125, 'train/diffusion_loss': 0.4470531940460205, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.86}
+{'train/ce_loss': 1.2191771268844604, 'train/diffusion_loss': 0.5287877321243286, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 75.0, 'epoch': 2.86}
+{'train/ce_loss': 0.9160789847373962, 'train/diffusion_loss': 0.4712555408477783, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.86}
+{'train/ce_loss': 1.3487716913223267, 'train/diffusion_loss': 0.4659070670604706, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 217.0, 'debug/num_tok_loss': 62.0, 'debug/num_lat_total': 217.0, 'debug/num_lat_loss': 62.0, 'epoch': 2.86}
+{'train/ce_loss': 0.6964614987373352, 'train/diffusion_loss': 0.4641878008842468, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 105.0, 'epoch': 2.86}
+{'train/ce_loss': 1.0505621433258057, 'train/diffusion_loss': 0.43464234471321106, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.86}
+{'train/ce_loss': 1.1740859746932983, 'train/diffusion_loss': 0.4520120322704315, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 92.0, 'epoch': 2.86}
+{'train/ce_loss': 0.8746176958084106, 'train/diffusion_loss': 0.37816160917282104, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 114.0, 'epoch': 2.86}
+{'train/ce_loss': 1.0479024648666382, 'train/diffusion_loss': 0.4813957214355469, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 370.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 370.0, 'debug/num_lat_loss': 207.0, 'epoch': 2.86}
+{'train/ce_loss': 1.7550063133239746, 'train/diffusion_loss': 0.5331472158432007, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 70.0, 'epoch': 2.86}
+{'train/ce_loss': 0.7289291620254517, 'train/diffusion_loss': 0.4411930739879608, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 139.0, 'epoch': 2.86}
+{'train/ce_loss': 1.355992317199707, 'train/diffusion_loss': 0.47846221923828125, 'epoch': 2.86}
+{'train/learning_rate_real': 2.1038774559033327e-05, 'epoch': 2.86}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.87}
+{'train/ce_loss': 1.0210198163986206, 'train/diffusion_loss': 0.5421649217605591, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 192.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 192.0, 'epoch': 2.87}
+{'train/ce_loss': 1.1460580825805664, 'train/diffusion_loss': 0.5231518149375916, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 185.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 185.0, 'debug/num_lat_loss': 56.0, 'epoch': 2.87}
+{'train/ce_loss': 0.6590682864189148, 'train/diffusion_loss': 0.4583456814289093, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 171.0, 'epoch': 2.87}
+{'train/ce_loss': 0.9404226541519165, 'train/diffusion_loss': 0.565441906452179, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 114.0, 'epoch': 2.87}
+{'train/ce_loss': 0.9114505052566528, 'train/diffusion_loss': 0.467503160238266, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 366.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 366.0, 'debug/num_lat_loss': 172.0, 'epoch': 2.87}
+{'train/ce_loss': 1.7723405361175537, 'train/diffusion_loss': 0.6624389290809631, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.87}
+{'train/ce_loss': 1.2809202671051025, 'train/diffusion_loss': 0.5128644108772278, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 141.0, 'epoch': 2.87}
+{'train/ce_loss': 1.1890627145767212, 'train/diffusion_loss': 0.4778079688549042, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 122.0, 'epoch': 2.87}
+{'train/ce_loss': 1.1200711727142334, 'train/diffusion_loss': 0.44913730025291443, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 426.0, 'debug/num_tok_loss': 230.0, 'debug/num_lat_total': 426.0, 'debug/num_lat_loss': 230.0, 'epoch': 2.87}
+{'train/ce_loss': 1.6101866960525513, 'train/diffusion_loss': 0.5607068538665771, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 185.0, 'epoch': 2.87}
+{'train/ce_loss': 1.3821717500686646, 'train/diffusion_loss': 0.5239017009735107, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.87}
+{'train/ce_loss': 1.5240767002105713, 'train/diffusion_loss': 0.46826982498168945, 'epoch': 2.87}
+{'train/learning_rate_real': 2.0837486243615227e-05, 'epoch': 2.87}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.88}
+{'train/ce_loss': 1.3196265697479248, 'train/diffusion_loss': 0.4581044316291809, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 100.0, 'epoch': 2.88}
+{'train/ce_loss': 1.0014477968215942, 'train/diffusion_loss': 0.47017213702201843, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 131.0, 'epoch': 2.88}
+{'train/ce_loss': 1.2162580490112305, 'train/diffusion_loss': 0.5221381783485413, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 100.0, 'epoch': 2.88}
+{'train/ce_loss': 1.031189203262329, 'train/diffusion_loss': 0.4680590033531189, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 185.0, 'epoch': 2.88}
+{'train/ce_loss': 1.5649014711380005, 'train/diffusion_loss': 0.5828110575675964, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 139.0, 'epoch': 2.88}
+{'train/ce_loss': 1.0397160053253174, 'train/diffusion_loss': 0.5000712871551514, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 134.0, 'epoch': 2.88}
+{'train/ce_loss': 1.1437870264053345, 'train/diffusion_loss': 0.5306456685066223, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 59.0, 'epoch': 2.88}
+{'train/ce_loss': 0.7601165175437927, 'train/diffusion_loss': 0.4566096365451813, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 118.0, 'epoch': 2.88}
+{'train/ce_loss': 0.9635473489761353, 'train/diffusion_loss': 0.5000091195106506, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 190.0, 'epoch': 2.88}
+{'train/ce_loss': 1.5871471166610718, 'train/diffusion_loss': 0.509115993976593, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 130.0, 'epoch': 2.88}
+{'train/ce_loss': 1.2726300954818726, 'train/diffusion_loss': 0.5144890546798706, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.88}
+{'train/ce_loss': 1.4799938201904297, 'train/diffusion_loss': 0.5320870280265808, 'epoch': 2.88}
+{'train/learning_rate_real': 2.0636475088838946e-05, 'epoch': 2.88}
+{'loss': 19.1037, 'grad_norm': 21.12869644165039, 'learning_rate': 2.0636475088838946e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 213.0, 'epoch': 2.9}
+{'train/ce_loss': 1.7330775260925293, 'train/diffusion_loss': 0.5645610094070435, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 78.0, 'epoch': 2.9}
+{'train/ce_loss': 0.8107603192329407, 'train/diffusion_loss': 0.42872557044029236, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 167.0, 'epoch': 2.9}
+{'train/ce_loss': 1.4375523328781128, 'train/diffusion_loss': 0.5396804809570312, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 408.0, 'debug/num_tok_loss': 225.0, 'debug/num_lat_total': 408.0, 'debug/num_lat_loss': 225.0, 'epoch': 2.9}
+{'train/ce_loss': 1.3559818267822266, 'train/diffusion_loss': 0.5215068459510803, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 368.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 368.0, 'debug/num_lat_loss': 188.0, 'epoch': 2.9}
+{'train/ce_loss': 1.4579203128814697, 'train/diffusion_loss': 0.5660271048545837, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 368.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 368.0, 'debug/num_lat_loss': 188.0, 'epoch': 2.9}
+{'train/ce_loss': 1.60198175907135, 'train/diffusion_loss': 0.5416883826255798, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 135.0, 'epoch': 2.9}
+{'train/ce_loss': 1.2851992845535278, 'train/diffusion_loss': 0.5459925532341003, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 185.0, 'epoch': 2.9}
+{'train/ce_loss': 1.562814712524414, 'train/diffusion_loss': 0.5333586931228638, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 113.0, 'epoch': 2.9}
+{'train/ce_loss': 0.9095028638839722, 'train/diffusion_loss': 0.49104639887809753, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.9}
+{'train/ce_loss': 1.6276390552520752, 'train/diffusion_loss': 0.509925365447998, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 105.0, 'epoch': 2.9}
+{'train/ce_loss': 0.9084456562995911, 'train/diffusion_loss': 0.5141951441764832, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 210.0, 'epoch': 2.9}
+{'train/ce_loss': 1.6870414018630981, 'train/diffusion_loss': 0.522169291973114, 'epoch': 2.9}
+{'train/learning_rate_real': 2.0435754479015962e-05, 'epoch': 2.9}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 94.0, 'epoch': 2.91}
+{'train/ce_loss': 1.2277302742004395, 'train/diffusion_loss': 0.5333988666534424, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 211.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 211.0, 'epoch': 2.91}
+{'train/ce_loss': 1.7457977533340454, 'train/diffusion_loss': 0.47912928462028503, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 134.0, 'epoch': 2.91}
+{'train/ce_loss': 1.3215594291687012, 'train/diffusion_loss': 0.5157774686813354, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 83.0, 'epoch': 2.91}
+{'train/ce_loss': 0.7639319896697998, 'train/diffusion_loss': 0.456534206867218, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 109.0, 'epoch': 2.91}
+{'train/ce_loss': 1.1995081901550293, 'train/diffusion_loss': 0.5180938839912415, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 124.0, 'epoch': 2.91}
+{'train/ce_loss': 1.1148420572280884, 'train/diffusion_loss': 0.5209723114967346, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 135.0, 'epoch': 2.91}
+{'train/ce_loss': 1.1442382335662842, 'train/diffusion_loss': 0.49198535084724426, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 183.0, 'epoch': 2.91}
+{'train/ce_loss': 1.6708811521530151, 'train/diffusion_loss': 0.49120816588401794, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 102.0, 'epoch': 2.91}
+{'train/ce_loss': 1.079469084739685, 'train/diffusion_loss': 0.5184687376022339, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 370.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 370.0, 'debug/num_lat_loss': 176.0, 'epoch': 2.91}
+{'train/ce_loss': 1.5142940282821655, 'train/diffusion_loss': 0.5250353217124939, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 146.0, 'epoch': 2.91}
+{'train/ce_loss': 1.3905280828475952, 'train/diffusion_loss': 0.4684121608734131, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 106.0, 'epoch': 2.91}
+{'train/ce_loss': 1.2597538232803345, 'train/diffusion_loss': 0.46860477328300476, 'epoch': 2.91}
+{'train/learning_rate_real': 2.0235337779111856e-05, 'epoch': 2.91}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 119.0, 'epoch': 2.92}
+{'train/ce_loss': 1.1929320096969604, 'train/diffusion_loss': 0.46713751554489136, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 157.0, 'epoch': 2.92}
+{'train/ce_loss': 1.1357966661453247, 'train/diffusion_loss': 0.5034207105636597, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 50.0, 'epoch': 2.92}
+{'train/ce_loss': 0.5213764905929565, 'train/diffusion_loss': 0.42329227924346924, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 132.0, 'epoch': 2.92}
+{'train/ce_loss': 1.4966059923171997, 'train/diffusion_loss': 0.4513625502586365, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 83.0, 'epoch': 2.92}
+{'train/ce_loss': 0.8787672519683838, 'train/diffusion_loss': 0.4887215793132782, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 131.0, 'epoch': 2.92}
+{'train/ce_loss': 1.2674235105514526, 'train/diffusion_loss': 0.5309814810752869, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 166.0, 'epoch': 2.92}
+{'train/ce_loss': 1.2462291717529297, 'train/diffusion_loss': 0.5066391825675964, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 167.0, 'epoch': 2.92}
+{'train/ce_loss': 1.7232904434204102, 'train/diffusion_loss': 0.5256820321083069, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 88.0, 'epoch': 2.92}
+{'train/ce_loss': 0.8838667869567871, 'train/diffusion_loss': 0.5168851017951965, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.92}
+{'train/ce_loss': 1.2674529552459717, 'train/diffusion_loss': 0.49897661805152893, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 93.0, 'epoch': 2.92}
+{'train/ce_loss': 1.063389539718628, 'train/diffusion_loss': 0.41504672169685364, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 387.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 387.0, 'debug/num_lat_loss': 204.0, 'epoch': 2.92}
+{'train/ce_loss': 1.4778066873550415, 'train/diffusion_loss': 0.5976587533950806, 'epoch': 2.92}
+{'train/learning_rate_real': 2.003523833385637e-05, 'epoch': 2.92}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.93}
+{'train/ce_loss': 1.3437963724136353, 'train/diffusion_loss': 0.5348898768424988, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 171.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 171.0, 'debug/num_lat_loss': 97.0, 'epoch': 2.93}
+{'train/ce_loss': 0.949406087398529, 'train/diffusion_loss': 0.5066619515419006, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 150.0, 'epoch': 2.93}
+{'train/ce_loss': 1.0945321321487427, 'train/diffusion_loss': 0.5255811214447021, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 373.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 373.0, 'debug/num_lat_loss': 188.0, 'epoch': 2.93}
+{'train/ce_loss': 1.3550184965133667, 'train/diffusion_loss': 0.4846685230731964, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 218.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 218.0, 'debug/num_lat_loss': 103.0, 'epoch': 2.93}
+{'train/ce_loss': 1.1903661489486694, 'train/diffusion_loss': 0.4999561309814453, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 92.0, 'epoch': 2.93}
+{'train/ce_loss': 1.0431194305419922, 'train/diffusion_loss': 0.4712452292442322, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 176.0, 'epoch': 2.93}
+{'train/ce_loss': 1.381103277206421, 'train/diffusion_loss': 0.5448213219642639, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 51.0, 'epoch': 2.93}
+{'train/ce_loss': 0.6131212115287781, 'train/diffusion_loss': 0.4118007719516754, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 118.0, 'epoch': 2.93}
+{'train/ce_loss': 1.2114789485931396, 'train/diffusion_loss': 0.4413568675518036, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 162.0, 'epoch': 2.93}
+{'train/ce_loss': 1.4910085201263428, 'train/diffusion_loss': 0.5885025858879089, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 193.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 193.0, 'epoch': 2.93}
+{'train/ce_loss': 1.42264723777771, 'train/diffusion_loss': 0.5230433940887451, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 108.0, 'epoch': 2.93}
+{'train/ce_loss': 1.1192610263824463, 'train/diffusion_loss': 0.47385379672050476, 'epoch': 2.93}
+{'train/learning_rate_real': 1.983546946685489e-05, 'epoch': 2.93}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.94}
+{'train/ce_loss': 1.2253297567367554, 'train/diffusion_loss': 0.5331872701644897, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 56.0, 'epoch': 2.94}
+{'train/ce_loss': 0.8144800066947937, 'train/diffusion_loss': 0.38972583413124084, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 88.0, 'epoch': 2.94}
+{'train/ce_loss': 0.7845573425292969, 'train/diffusion_loss': 0.531095027923584, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 160.0, 'epoch': 2.94}
+{'train/ce_loss': 1.4140498638153076, 'train/diffusion_loss': 0.5833849906921387, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 112.0, 'epoch': 2.94}
+{'train/ce_loss': 1.3833922147750854, 'train/diffusion_loss': 0.4678901135921478, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 123.0, 'epoch': 2.94}
+{'train/ce_loss': 1.031054973602295, 'train/diffusion_loss': 0.5168206691741943, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 99.0, 'epoch': 2.94}
+{'train/ce_loss': 1.2248483896255493, 'train/diffusion_loss': 0.4631490707397461, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 76.0, 'epoch': 2.94}
+{'train/ce_loss': 0.8541882634162903, 'train/diffusion_loss': 0.5469998121261597, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 135.0, 'epoch': 2.94}
+{'train/ce_loss': 1.3752492666244507, 'train/diffusion_loss': 0.5194724202156067, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 170.0, 'epoch': 2.94}
+{'train/ce_loss': 1.5252437591552734, 'train/diffusion_loss': 0.4558243751525879, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 97.0, 'epoch': 2.94}
+{'train/ce_loss': 0.9680257439613342, 'train/diffusion_loss': 0.5993006825447083, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 100.0, 'epoch': 2.94}
+{'train/ce_loss': 1.0530413389205933, 'train/diffusion_loss': 0.4561123549938202, 'epoch': 2.94}
+{'train/learning_rate_real': 1.9636044479701267e-05, 'epoch': 2.94}
+{'debug/num_tok_total': 385.0, 'debug/num_tok_loss': 202.0, 'debug/num_lat_total': 385.0, 'debug/num_lat_loss': 202.0, 'epoch': 2.96}
+{'train/ce_loss': 1.3810876607894897, 'train/diffusion_loss': 0.47829991579055786, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 159.0, 'epoch': 2.96}
+{'train/ce_loss': 1.692800521850586, 'train/diffusion_loss': 0.5467529892921448, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 195.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 195.0, 'epoch': 2.96}
+{'train/ce_loss': 1.3666716814041138, 'train/diffusion_loss': 0.6016602516174316, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 186.0, 'epoch': 2.96}
+{'train/ce_loss': 1.56314218044281, 'train/diffusion_loss': 0.487297385931015, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 125.0, 'epoch': 2.96}
+{'train/ce_loss': 1.3097634315490723, 'train/diffusion_loss': 0.5051237940788269, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 161.0, 'epoch': 2.96}
+{'train/ce_loss': 1.53934907913208, 'train/diffusion_loss': 0.5450133085250854, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 78.0, 'epoch': 2.96}
+{'train/ce_loss': 0.7192267179489136, 'train/diffusion_loss': 0.4703766703605652, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 188.0, 'epoch': 2.96}
+{'train/ce_loss': 1.2997478246688843, 'train/diffusion_loss': 0.4963546693325043, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 95.0, 'epoch': 2.96}
+{'train/ce_loss': 1.0337096452713013, 'train/diffusion_loss': 0.4580983817577362, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 208.0, 'epoch': 2.96}
+{'train/ce_loss': 1.3961423635482788, 'train/diffusion_loss': 0.4641384184360504, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 173.0, 'epoch': 2.96}
+{'train/ce_loss': 1.6305127143859863, 'train/diffusion_loss': 0.5325163006782532, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 145.0, 'epoch': 2.96}
+{'train/ce_loss': 1.1463693380355835, 'train/diffusion_loss': 0.5048296451568604, 'epoch': 2.96}
+{'train/learning_rate_real': 1.9436976651092144e-05, 'epoch': 2.96}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 104.0, 'epoch': 2.97}
+{'train/ce_loss': 1.2402656078338623, 'train/diffusion_loss': 0.4931162893772125, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 142.0, 'epoch': 2.97}
+{'train/ce_loss': 0.9449014663696289, 'train/diffusion_loss': 0.4410053789615631, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.97}
+{'train/ce_loss': 0.996422529220581, 'train/diffusion_loss': 0.480000376701355, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 168.0, 'epoch': 2.97}
+{'train/ce_loss': 1.467197299003601, 'train/diffusion_loss': 0.4985988438129425, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 70.0, 'epoch': 2.97}
+{'train/ce_loss': 0.8179547190666199, 'train/diffusion_loss': 0.5275871157646179, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 96.0, 'epoch': 2.97}
+{'train/ce_loss': 0.9868654012680054, 'train/diffusion_loss': 0.5206744074821472, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 135.0, 'epoch': 2.97}
+{'train/ce_loss': 1.3805910348892212, 'train/diffusion_loss': 0.5172832012176514, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 157.0, 'epoch': 2.97}
+{'train/ce_loss': 1.3243976831436157, 'train/diffusion_loss': 0.5368374586105347, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 147.0, 'epoch': 2.97}
+{'train/ce_loss': 1.4010205268859863, 'train/diffusion_loss': 0.5337334275245667, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 81.0, 'epoch': 2.97}
+{'train/ce_loss': 0.9626492857933044, 'train/diffusion_loss': 0.40597599744796753, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 214.0, 'epoch': 2.97}
+{'train/ce_loss': 1.5299665927886963, 'train/diffusion_loss': 0.5301786661148071, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 91.0, 'epoch': 2.97}
+{'train/ce_loss': 1.1047652959823608, 'train/diffusion_loss': 0.48307478427886963, 'epoch': 2.97}
+{'train/learning_rate_real': 1.9238279235942787e-05, 'epoch': 2.97}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 141.0, 'epoch': 2.98}
+{'train/ce_loss': 1.2463680505752563, 'train/diffusion_loss': 0.49925464391708374, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 2.98}
+{'train/ce_loss': 1.3449594974517822, 'train/diffusion_loss': 0.5121133923530579, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 121.0, 'epoch': 2.98}
+{'train/ce_loss': 1.1022599935531616, 'train/diffusion_loss': 0.45929068326950073, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 149.0, 'epoch': 2.98}
+{'train/ce_loss': 1.2092121839523315, 'train/diffusion_loss': 0.46198195219039917, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 70.0, 'epoch': 2.98}
+{'train/ce_loss': 0.6936007142066956, 'train/diffusion_loss': 0.48926588892936707, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 141.0, 'epoch': 2.98}
+{'train/ce_loss': 1.353520154953003, 'train/diffusion_loss': 0.5977638363838196, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 89.0, 'epoch': 2.98}
+{'train/ce_loss': 0.8016311526298523, 'train/diffusion_loss': 0.5294056534767151, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 86.0, 'epoch': 2.98}
+{'train/ce_loss': 1.0134023427963257, 'train/diffusion_loss': 0.44771265983581543, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 92.0, 'epoch': 2.98}
+{'train/ce_loss': 0.9208802580833435, 'train/diffusion_loss': 0.4906492233276367, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 134.0, 'epoch': 2.98}
+{'train/ce_loss': 1.0590227842330933, 'train/diffusion_loss': 0.4647116959095001, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 83.0, 'epoch': 2.98}
+{'train/ce_loss': 0.7734882831573486, 'train/diffusion_loss': 0.46535080671310425, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 153.0, 'epoch': 2.98}
+{'train/ce_loss': 1.1297959089279175, 'train/diffusion_loss': 0.47760021686553955, 'epoch': 2.98}
+{'train/learning_rate_real': 1.9039965464504518e-05, 'epoch': 2.98}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 203.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 203.0, 'epoch': 2.99}
+{'train/ce_loss': 1.3298259973526, 'train/diffusion_loss': 0.5021091103553772, 'epoch': 2.99}
+{'train/learning_rate_real': 1.884204854148376e-05, 'epoch': 2.99}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 183.0, 'epoch': 2.99}
+{'train/ce_loss': 1.4180903434753418, 'train/diffusion_loss': 0.5411015152931213, 'epoch': 2.99}
+{'train/learning_rate_real': 1.884204854148376e-05, 'epoch': 2.99}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 2.99}
+{'train/ce_loss': 0.7066711783409119, 'train/diffusion_loss': 0.5045983791351318, 'epoch': 2.99}
+{'train/learning_rate_real': 1.884204854148376e-05, 'epoch': 2.99}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 194.0, 'epoch': 2.99}
+{'train/ce_loss': 1.3433948755264282, 'train/diffusion_loss': 0.5063571333885193, 'epoch': 2.99}
+{'train/learning_rate_real': 1.884204854148376e-05, 'epoch': 2.99}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 126.0, 'epoch': 2.99}
+{'train/ce_loss': 1.3092763423919678, 'train/diffusion_loss': 0.4823707342147827, 'epoch': 2.99}
+{'train/learning_rate_real': 1.884204854148376e-05, 'epoch': 2.99}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 156.0, 'epoch': 2.99}
+{'train/ce_loss': 1.1989222764968872, 'train/diffusion_loss': 0.5648782253265381, 'epoch': 2.99}
+{'train/learning_rate_real': 1.884204854148376e-05, 'epoch': 2.99}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 108.0, 'epoch': 2.99}
+{'train/ce_loss': 1.0491999387741089, 'train/diffusion_loss': 0.5177798271179199, 'epoch': 2.99}
+{'train/learning_rate_real': 1.884204854148376e-05, 'epoch': 2.99}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 79.0, 'epoch': 2.99}
+{'train/ce_loss': 0.9659395217895508, 'train/diffusion_loss': 0.5305912494659424, 'epoch': 2.99}
+{'train/learning_rate_real': 1.884204854148376e-05, 'epoch': 2.99}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 161.0, 'epoch': 3.0}
+{'train/ce_loss': 1.4448699951171875, 'train/diffusion_loss': 0.4630902409553528, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 108.0, 'epoch': 3.0}
+{'train/ce_loss': 1.0516294240951538, 'train/diffusion_loss': 0.45374447107315063, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 123.0, 'epoch': 3.0}
+{'train/ce_loss': 0.9381259679794312, 'train/diffusion_loss': 0.5058014392852783, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 92.0, 'epoch': 3.0}
+{'train/ce_loss': 0.9183191657066345, 'train/diffusion_loss': 0.4031650424003601, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 144.0, 'epoch': 3.0}
+{'train/ce_loss': 1.0905983448028564, 'train/diffusion_loss': 0.4346649646759033, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 104.0, 'epoch': 3.0}
+{'train/ce_loss': 0.9495975375175476, 'train/diffusion_loss': 0.4941256046295166, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 141.0, 'epoch': 3.0}
+{'train/ce_loss': 1.3127506971359253, 'train/diffusion_loss': 0.53312748670578, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'debug/num_tok_total': 360.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 360.0, 'debug/num_lat_loss': 179.0, 'epoch': 3.0}
+{'train/ce_loss': 1.049778938293457, 'train/diffusion_loss': 0.5437437891960144, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.0}
+{'train/ce_loss': 0.860345184803009, 'train/diffusion_loss': 0.5330458283424377, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 120.0, 'epoch': 3.0}
+{'train/ce_loss': 1.057338833808899, 'train/diffusion_loss': 0.45099958777427673, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 89.0, 'epoch': 3.0}
+{'train/ce_loss': 0.8062435984611511, 'train/diffusion_loss': 0.45210179686546326, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 115.0, 'epoch': 3.0}
+{'train/ce_loss': 1.024268388748169, 'train/diffusion_loss': 0.5315834283828735, 'epoch': 3.0}
+{'train/learning_rate_real': 1.8644541645162834e-05, 'epoch': 3.0}
+{'loss': 18.671, 'grad_norm': 19.919193267822266, 'learning_rate': 1.8644541645162834e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 105.0, 'epoch': 3.01}
+{'train/ce_loss': 0.9280945658683777, 'train/diffusion_loss': 0.4442412555217743, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 157.0, 'epoch': 3.01}
+{'train/ce_loss': 1.0435218811035156, 'train/diffusion_loss': 0.4669264256954193, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 94.0, 'epoch': 3.01}
+{'train/ce_loss': 0.8015720844268799, 'train/diffusion_loss': 0.433617502450943, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 134.0, 'epoch': 3.01}
+{'train/ce_loss': 1.2049428224563599, 'train/diffusion_loss': 0.4329812228679657, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 168.0, 'epoch': 3.01}
+{'train/ce_loss': 1.2147377729415894, 'train/diffusion_loss': 0.5343501567840576, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 87.0, 'epoch': 3.01}
+{'train/ce_loss': 0.8138737082481384, 'train/diffusion_loss': 0.4462718665599823, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.01}
+{'train/ce_loss': 1.2437524795532227, 'train/diffusion_loss': 0.5116705298423767, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 171.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 171.0, 'debug/num_lat_loss': 97.0, 'epoch': 3.01}
+{'train/ce_loss': 0.8427272439002991, 'train/diffusion_loss': 0.48525291681289673, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.01}
+{'train/ce_loss': 1.31415855884552, 'train/diffusion_loss': 0.5380403399467468, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 112.0, 'epoch': 3.01}
+{'train/ce_loss': 1.030970573425293, 'train/diffusion_loss': 0.4974837303161621, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 90.0, 'epoch': 3.01}
+{'train/ce_loss': 0.7689142227172852, 'train/diffusion_loss': 0.43902716040611267, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 167.0, 'epoch': 3.01}
+{'train/ce_loss': 1.2112420797348022, 'train/diffusion_loss': 0.4979301691055298, 'epoch': 3.01}
+{'train/learning_rate_real': 1.8447457926522454e-05, 'epoch': 3.01}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 74.0, 'epoch': 3.02}
+{'train/ce_loss': 0.6943827867507935, 'train/diffusion_loss': 0.4649837613105774, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 106.0, 'epoch': 3.02}
+{'train/ce_loss': 1.0861040353775024, 'train/diffusion_loss': 0.5446343421936035, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.02}
+{'train/ce_loss': 1.0725009441375732, 'train/diffusion_loss': 0.4787222146987915, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 129.0, 'epoch': 3.02}
+{'train/ce_loss': 0.9598216414451599, 'train/diffusion_loss': 0.4084658622741699, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 170.0, 'epoch': 3.02}
+{'train/ce_loss': 1.237095594406128, 'train/diffusion_loss': 0.5676491856575012, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 124.0, 'epoch': 3.02}
+{'train/ce_loss': 1.08278226852417, 'train/diffusion_loss': 0.4684484601020813, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 141.0, 'epoch': 3.02}
+{'train/ce_loss': 1.3684463500976562, 'train/diffusion_loss': 0.4657919406890869, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 396.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 396.0, 'debug/num_lat_loss': 199.0, 'epoch': 3.02}
+{'train/ce_loss': 1.4503427743911743, 'train/diffusion_loss': 0.4964945316314697, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 85.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 85.0, 'epoch': 3.02}
+{'train/ce_loss': 0.6076142191886902, 'train/diffusion_loss': 0.45218920707702637, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 182.0, 'epoch': 3.02}
+{'train/ce_loss': 1.5093539953231812, 'train/diffusion_loss': 0.489991158246994, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 115.0, 'epoch': 3.02}
+{'train/ce_loss': 1.0541834831237793, 'train/diffusion_loss': 0.4676707088947296, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 114.0, 'epoch': 3.02}
+{'train/ce_loss': 1.0386812686920166, 'train/diffusion_loss': 0.501545786857605, 'epoch': 3.02}
+{'train/learning_rate_real': 1.8250810508366077e-05, 'epoch': 3.02}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 73.0, 'epoch': 3.04}
+{'train/ce_loss': 0.7473397254943848, 'train/diffusion_loss': 0.4109379053115845, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 210.0, 'epoch': 3.04}
+{'train/ce_loss': 1.5114922523498535, 'train/diffusion_loss': 0.4746232330799103, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 215.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 215.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.04}
+{'train/ce_loss': 0.8233965039253235, 'train/diffusion_loss': 0.4570603370666504, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 109.0, 'epoch': 3.04}
+{'train/ce_loss': 1.0205811262130737, 'train/diffusion_loss': 0.4885392189025879, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 88.0, 'epoch': 3.04}
+{'train/ce_loss': 0.7875508069992065, 'train/diffusion_loss': 0.44982725381851196, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 190.0, 'epoch': 3.04}
+{'train/ce_loss': 1.4594205617904663, 'train/diffusion_loss': 0.4844200313091278, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 85.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 85.0, 'epoch': 3.04}
+{'train/ce_loss': 0.6123164892196655, 'train/diffusion_loss': 0.34125781059265137, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 161.0, 'epoch': 3.04}
+{'train/ce_loss': 1.229306936264038, 'train/diffusion_loss': 0.507680356502533, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.04}
+{'train/ce_loss': 1.1203725337982178, 'train/diffusion_loss': 0.522944986820221, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 194.0, 'epoch': 3.04}
+{'train/ce_loss': 1.2867062091827393, 'train/diffusion_loss': 0.5256338119506836, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 164.0, 'epoch': 3.04}
+{'train/ce_loss': 1.3886219263076782, 'train/diffusion_loss': 0.48909780383110046, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 157.0, 'epoch': 3.04}
+{'train/ce_loss': 1.2072136402130127, 'train/diffusion_loss': 0.51624995470047, 'epoch': 3.04}
+{'train/learning_rate_real': 1.805461248444616e-05, 'epoch': 3.04}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 3.05}
+{'train/ce_loss': 1.1195391416549683, 'train/diffusion_loss': 0.4689151346683502, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 155.0, 'epoch': 3.05}
+{'train/ce_loss': 1.43477201461792, 'train/diffusion_loss': 0.5374194383621216, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 117.0, 'epoch': 3.05}
+{'train/ce_loss': 0.9847473502159119, 'train/diffusion_loss': 0.5121130347251892, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 201.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 201.0, 'debug/num_lat_loss': 88.0, 'epoch': 3.05}
+{'train/ce_loss': 0.9497773051261902, 'train/diffusion_loss': 0.5086238980293274, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 121.0, 'epoch': 3.05}
+{'train/ce_loss': 0.9831663370132446, 'train/diffusion_loss': 0.4372852146625519, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 194.0, 'epoch': 3.05}
+{'train/ce_loss': 1.1401132345199585, 'train/diffusion_loss': 0.6245511770248413, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.05}
+{'train/ce_loss': 1.0881092548370361, 'train/diffusion_loss': 0.5425276756286621, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 151.0, 'epoch': 3.05}
+{'train/ce_loss': 1.3006128072738647, 'train/diffusion_loss': 0.48563313484191895, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 377.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 377.0, 'debug/num_lat_loss': 191.0, 'epoch': 3.05}
+{'train/ce_loss': 1.3628677129745483, 'train/diffusion_loss': 0.4844193458557129, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 225.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 225.0, 'debug/num_lat_loss': 83.0, 'epoch': 3.05}
+{'train/ce_loss': 0.7308265566825867, 'train/diffusion_loss': 0.5132982134819031, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 59.0, 'epoch': 3.05}
+{'train/ce_loss': 0.584956169128418, 'train/diffusion_loss': 0.4411817789077759, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.05}
+{'train/ce_loss': 1.0574804544448853, 'train/diffusion_loss': 0.5282235741615295, 'epoch': 3.05}
+{'train/learning_rate_real': 1.7858876918592236e-05, 'epoch': 3.05}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 80.0, 'epoch': 3.06}
+{'train/ce_loss': 0.8188430666923523, 'train/diffusion_loss': 0.43576470017433167, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 226.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 226.0, 'epoch': 3.06}
+{'train/ce_loss': 1.4003753662109375, 'train/diffusion_loss': 0.6221299767494202, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.06}
+{'train/ce_loss': 1.1889207363128662, 'train/diffusion_loss': 0.5019925236701965, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.06}
+{'train/ce_loss': 1.131986379623413, 'train/diffusion_loss': 0.45547693967819214, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 137.0, 'epoch': 3.06}
+{'train/ce_loss': 1.1100724935531616, 'train/diffusion_loss': 0.4663369357585907, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 122.0, 'epoch': 3.06}
+{'train/ce_loss': 1.020931601524353, 'train/diffusion_loss': 0.42312178015708923, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 170.0, 'epoch': 3.06}
+{'train/ce_loss': 1.0602805614471436, 'train/diffusion_loss': 0.4976139962673187, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 86.0, 'epoch': 3.06}
+{'train/ce_loss': 0.7445844411849976, 'train/diffusion_loss': 0.37178224325180054, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 166.0, 'epoch': 3.06}
+{'train/ce_loss': 1.599886417388916, 'train/diffusion_loss': 0.5300309062004089, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 180.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 180.0, 'debug/num_lat_loss': 106.0, 'epoch': 3.06}
+{'train/ce_loss': 0.9597027897834778, 'train/diffusion_loss': 0.46932610869407654, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 122.0, 'epoch': 3.06}
+{'train/ce_loss': 0.4760899245738983, 'train/diffusion_loss': 0.4432010352611542, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 112.0, 'epoch': 3.06}
+{'train/ce_loss': 1.003844976425171, 'train/diffusion_loss': 0.4818214178085327, 'epoch': 3.06}
+{'train/learning_rate_real': 1.766361684384114e-05, 'epoch': 3.06}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 141.0, 'epoch': 3.07}
+{'train/ce_loss': 1.1382149457931519, 'train/diffusion_loss': 0.47895312309265137, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 63.0, 'epoch': 3.07}
+{'train/ce_loss': 0.5383979082107544, 'train/diffusion_loss': 0.45115524530410767, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 191.0, 'epoch': 3.07}
+{'train/ce_loss': 1.7263448238372803, 'train/diffusion_loss': 0.6148366928100586, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 137.0, 'epoch': 3.07}
+{'train/ce_loss': 0.8704533576965332, 'train/diffusion_loss': 0.45331212878227234, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 92.0, 'epoch': 3.07}
+{'train/ce_loss': 0.8983682990074158, 'train/diffusion_loss': 0.44732269644737244, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.07}
+{'train/ce_loss': 0.8477405309677124, 'train/diffusion_loss': 0.44028177857398987, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 366.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 366.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.07}
+{'train/ce_loss': 1.0062663555145264, 'train/diffusion_loss': 0.4927394688129425, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 107.0, 'epoch': 3.07}
+{'train/ce_loss': 0.9791946411132812, 'train/diffusion_loss': 0.456004798412323, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 158.0, 'epoch': 3.07}
+{'train/ce_loss': 1.0850948095321655, 'train/diffusion_loss': 0.49281272292137146, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 122.0, 'epoch': 3.07}
+{'train/ce_loss': 1.049228549003601, 'train/diffusion_loss': 0.5166772603988647, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.07}
+{'train/ce_loss': 0.9647101163864136, 'train/diffusion_loss': 0.4432147741317749, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 170.0, 'epoch': 3.07}
+{'train/ce_loss': 1.5058566331863403, 'train/diffusion_loss': 0.557990550994873, 'epoch': 3.07}
+{'train/learning_rate_real': 1.746884526156915e-05, 'epoch': 3.07}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.08}
+{'train/ce_loss': 0.9329584836959839, 'train/diffusion_loss': 0.48787328600883484, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.08}
+{'train/ce_loss': 1.2984791994094849, 'train/diffusion_loss': 0.4930218756198883, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 86.0, 'epoch': 3.08}
+{'train/ce_loss': 0.7859023809432983, 'train/diffusion_loss': 0.445494145154953, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.08}
+{'train/ce_loss': 0.8957260847091675, 'train/diffusion_loss': 0.48231402039527893, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 190.0, 'epoch': 3.08}
+{'train/ce_loss': 1.320223331451416, 'train/diffusion_loss': 0.4775769114494324, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 114.0, 'epoch': 3.08}
+{'train/ce_loss': 0.9178287982940674, 'train/diffusion_loss': 0.44190797209739685, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 185.0, 'epoch': 3.08}
+{'train/ce_loss': 1.1882915496826172, 'train/diffusion_loss': 0.5872840881347656, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 369.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 369.0, 'debug/num_lat_loss': 214.0, 'epoch': 3.08}
+{'train/ce_loss': 1.6975617408752441, 'train/diffusion_loss': 0.5064243078231812, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.08}
+{'train/ce_loss': 0.8644048571586609, 'train/diffusion_loss': 0.4300953447818756, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 166.0, 'epoch': 3.08}
+{'train/ce_loss': 1.3560811281204224, 'train/diffusion_loss': 0.44631993770599365, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 136.0, 'epoch': 3.08}
+{'train/ce_loss': 1.0817140340805054, 'train/diffusion_loss': 0.5176072120666504, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 158.0, 'epoch': 3.08}
+{'train/ce_loss': 1.042784333229065, 'train/diffusion_loss': 0.5768500566482544, 'epoch': 3.08}
+{'train/learning_rate_real': 1.7274575140626318e-05, 'epoch': 3.08}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 144.0, 'epoch': 3.1}
+{'train/ce_loss': 1.1292037963867188, 'train/diffusion_loss': 0.5251396298408508, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 105.0, 'epoch': 3.1}
+{'train/ce_loss': 0.8032408356666565, 'train/diffusion_loss': 0.5220723152160645, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 378.0, 'debug/num_tok_loss': 200.0, 'debug/num_lat_total': 378.0, 'debug/num_lat_loss': 200.0, 'epoch': 3.1}
+{'train/ce_loss': 1.5482679605484009, 'train/diffusion_loss': 0.5369643568992615, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 146.0, 'epoch': 3.1}
+{'train/ce_loss': 1.4147710800170898, 'train/diffusion_loss': 0.5474450588226318, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 208.0, 'epoch': 3.1}
+{'train/ce_loss': 1.4715043306350708, 'train/diffusion_loss': 0.5845386981964111, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 120.0, 'epoch': 3.1}
+{'train/ce_loss': 0.9047956466674805, 'train/diffusion_loss': 0.46864229440689087, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 184.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 184.0, 'epoch': 3.1}
+{'train/ce_loss': 1.5372734069824219, 'train/diffusion_loss': 0.5245463252067566, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 70.0, 'epoch': 3.1}
+{'train/ce_loss': 0.7870064973831177, 'train/diffusion_loss': 0.49103018641471863, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 177.0, 'epoch': 3.1}
+{'train/ce_loss': 1.2795711755752563, 'train/diffusion_loss': 0.46058422327041626, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 83.0, 'epoch': 3.1}
+{'train/ce_loss': 0.720859944820404, 'train/diffusion_loss': 0.4552954137325287, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 168.0, 'epoch': 3.1}
+{'train/ce_loss': 1.3317791223526, 'train/diffusion_loss': 0.5286168456077576, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.1}
+{'train/ce_loss': 1.1364275217056274, 'train/diffusion_loss': 0.5118796825408936, 'epoch': 3.1}
+{'train/learning_rate_real': 1.7080819416472944e-05, 'epoch': 3.1}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 160.0, 'epoch': 3.11}
+{'train/ce_loss': 1.3924081325531006, 'train/diffusion_loss': 0.5257871150970459, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 315.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 315.0, 'debug/num_lat_loss': 199.0, 'epoch': 3.11}
+{'train/ce_loss': 1.1409175395965576, 'train/diffusion_loss': 0.5626086592674255, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 194.0, 'epoch': 3.11}
+{'train/ce_loss': 1.2373758554458618, 'train/diffusion_loss': 0.5227196216583252, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.11}
+{'train/ce_loss': 1.148776888847351, 'train/diffusion_loss': 0.4991554617881775, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 124.0, 'epoch': 3.11}
+{'train/ce_loss': 1.0094718933105469, 'train/diffusion_loss': 0.41420629620552063, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 160.0, 'epoch': 3.11}
+{'train/ce_loss': 1.2366137504577637, 'train/diffusion_loss': 0.5133967399597168, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 218.0, 'epoch': 3.11}
+{'train/ce_loss': 1.5449122190475464, 'train/diffusion_loss': 0.5015191435813904, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 191.0, 'epoch': 3.11}
+{'train/ce_loss': 1.3330893516540527, 'train/diffusion_loss': 0.5044525861740112, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 93.0, 'epoch': 3.11}
+{'train/ce_loss': 0.8833703994750977, 'train/diffusion_loss': 0.4792696237564087, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 155.0, 'epoch': 3.11}
+{'train/ce_loss': 1.1016569137573242, 'train/diffusion_loss': 0.4863441586494446, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 146.0, 'epoch': 3.11}
+{'train/ce_loss': 1.227514624595642, 'train/diffusion_loss': 0.4815309941768646, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 140.0, 'epoch': 3.11}
+{'train/ce_loss': 1.212444543838501, 'train/diffusion_loss': 0.42339858412742615, 'epoch': 3.11}
+{'train/learning_rate_real': 1.688759099031824e-05, 'epoch': 3.11}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.12}
+{'train/ce_loss': 0.9825049042701721, 'train/diffusion_loss': 0.5260974764823914, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 171.0, 'epoch': 3.12}
+{'train/ce_loss': 1.2480814456939697, 'train/diffusion_loss': 0.45241624116897583, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 122.0, 'epoch': 3.12}
+{'train/ce_loss': 1.134233832359314, 'train/diffusion_loss': 0.42608484625816345, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 73.0, 'epoch': 3.12}
+{'train/ce_loss': 0.6138295531272888, 'train/diffusion_loss': 0.5131306052207947, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 95.0, 'epoch': 3.12}
+{'train/ce_loss': 0.882427453994751, 'train/diffusion_loss': 0.5037953853607178, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.12}
+{'train/ce_loss': 1.343220829963684, 'train/diffusion_loss': 0.5171846151351929, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.12}
+{'train/ce_loss': 0.7879160046577454, 'train/diffusion_loss': 0.49195703864097595, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 200.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 200.0, 'epoch': 3.12}
+{'train/ce_loss': 1.2186355590820312, 'train/diffusion_loss': 0.5587588548660278, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.12}
+{'train/ce_loss': 0.9574743509292603, 'train/diffusion_loss': 0.48891058564186096, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 97.0, 'epoch': 3.12}
+{'train/ce_loss': 0.8090531826019287, 'train/diffusion_loss': 0.4399919807910919, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'debug/num_tok_total': 192.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 192.0, 'debug/num_lat_loss': 118.0, 'epoch': 3.12}
+{'train/ce_loss': 0.992889404296875, 'train/diffusion_loss': 0.5604333281517029, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 97.0, 'epoch': 3.12}
+{'train/ce_loss': 0.5392515063285828, 'train/diffusion_loss': 0.4886990785598755, 'epoch': 3.12}
+{'train/learning_rate_real': 1.6694902728261337e-05, 'epoch': 3.12}
+{'loss': 18.3182, 'grad_norm': 21.238950729370117, 'learning_rate': 1.6694902728261337e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 222.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 222.0, 'epoch': 3.13}
+{'train/ce_loss': 1.159433364868164, 'train/diffusion_loss': 0.5004443526268005, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 222.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 222.0, 'epoch': 3.13}
+{'train/ce_loss': 1.5713363885879517, 'train/diffusion_loss': 0.5627325177192688, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 176.0, 'epoch': 3.13}
+{'train/ce_loss': 1.260897159576416, 'train/diffusion_loss': 0.5459945797920227, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 97.0, 'epoch': 3.13}
+{'train/ce_loss': 0.657057523727417, 'train/diffusion_loss': 0.48247677087783813, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 144.0, 'epoch': 3.13}
+{'train/ce_loss': 1.161122441291809, 'train/diffusion_loss': 0.5164740085601807, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 370.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 370.0, 'debug/num_lat_loss': 176.0, 'epoch': 3.13}
+{'train/ce_loss': 1.3324415683746338, 'train/diffusion_loss': 0.5072105526924133, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 167.0, 'epoch': 3.13}
+{'train/ce_loss': 1.5372717380523682, 'train/diffusion_loss': 0.5426203012466431, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 171.0, 'epoch': 3.13}
+{'train/ce_loss': 1.3120734691619873, 'train/diffusion_loss': 0.5675777792930603, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 176.0, 'epoch': 3.13}
+{'train/ce_loss': 1.1781840324401855, 'train/diffusion_loss': 0.5214329957962036, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 167.0, 'debug/num_tok_loss': 54.0, 'debug/num_lat_total': 167.0, 'debug/num_lat_loss': 54.0, 'epoch': 3.13}
+{'train/ce_loss': 0.43908393383026123, 'train/diffusion_loss': 0.4134679138660431, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 403.0, 'debug/num_tok_loss': 225.0, 'debug/num_lat_total': 403.0, 'debug/num_lat_loss': 225.0, 'epoch': 3.13}
+{'train/ce_loss': 1.452322244644165, 'train/diffusion_loss': 0.48132073879241943, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 185.0, 'epoch': 3.13}
+{'train/ce_loss': 1.387021541595459, 'train/diffusion_loss': 0.4886687397956848, 'epoch': 3.13}
+{'train/learning_rate_real': 1.6502767460434588e-05, 'epoch': 3.13}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 98.0, 'epoch': 3.15}
+{'train/ce_loss': 0.7373499870300293, 'train/diffusion_loss': 0.49901142716407776, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.15}
+{'train/ce_loss': 1.1994924545288086, 'train/diffusion_loss': 0.5427054166793823, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 137.0, 'epoch': 3.15}
+{'train/ce_loss': 1.1900559663772583, 'train/diffusion_loss': 0.5705251097679138, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 80.0, 'epoch': 3.15}
+{'train/ce_loss': 0.7391003370285034, 'train/diffusion_loss': 0.42799997329711914, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 117.0, 'epoch': 3.15}
+{'train/ce_loss': 1.048804759979248, 'train/diffusion_loss': 0.5090248584747314, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 60.0, 'epoch': 3.15}
+{'train/ce_loss': 0.5866928696632385, 'train/diffusion_loss': 0.4921519160270691, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.15}
+{'train/ce_loss': 0.5457649827003479, 'train/diffusion_loss': 0.4630250036716461, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 165.0, 'epoch': 3.15}
+{'train/ce_loss': 1.3535043001174927, 'train/diffusion_loss': 0.5094904899597168, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.15}
+{'train/ce_loss': 1.224295973777771, 'train/diffusion_loss': 0.5092256665229797, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 387.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 387.0, 'debug/num_lat_loss': 188.0, 'epoch': 3.15}
+{'train/ce_loss': 1.0750703811645508, 'train/diffusion_loss': 0.5312410593032837, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.15}
+{'train/ce_loss': 1.322996973991394, 'train/diffusion_loss': 0.5309633016586304, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 166.0, 'epoch': 3.15}
+{'train/ce_loss': 1.1298147439956665, 'train/diffusion_loss': 0.5257136821746826, 'epoch': 3.15}
+{'train/learning_rate_real': 1.6311197980149246e-05, 'epoch': 3.15}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 177.0, 'epoch': 3.16}
+{'train/ce_loss': 1.4876770973205566, 'train/diffusion_loss': 0.5071998238563538, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.16}
+{'train/ce_loss': 0.949006199836731, 'train/diffusion_loss': 0.4747924208641052, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.16}
+{'train/ce_loss': 1.330246925354004, 'train/diffusion_loss': 0.5320991277694702, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.16}
+{'train/ce_loss': 1.052571177482605, 'train/diffusion_loss': 0.5107302665710449, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.16}
+{'train/ce_loss': 0.8862828612327576, 'train/diffusion_loss': 0.4993317723274231, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 151.0, 'epoch': 3.16}
+{'train/ce_loss': 1.2204002141952515, 'train/diffusion_loss': 0.5324205756187439, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 122.0, 'epoch': 3.16}
+{'train/ce_loss': 0.8759630918502808, 'train/diffusion_loss': 0.46996018290519714, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.16}
+{'train/ce_loss': 1.0410391092300415, 'train/diffusion_loss': 0.49201273918151855, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 167.0, 'epoch': 3.16}
+{'train/ce_loss': 1.57709538936615, 'train/diffusion_loss': 0.5010236501693726, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 150.0, 'epoch': 3.16}
+{'train/ce_loss': 1.2495864629745483, 'train/diffusion_loss': 0.4961913228034973, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 183.0, 'epoch': 3.16}
+{'train/ce_loss': 1.3227276802062988, 'train/diffusion_loss': 0.5036119818687439, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 204.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 204.0, 'debug/num_lat_loss': 82.0, 'epoch': 3.16}
+{'train/ce_loss': 0.5944395065307617, 'train/diffusion_loss': 0.4463147819042206, 'epoch': 3.16}
+{'train/learning_rate_real': 1.6120207043043678e-05, 'epoch': 3.16}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 236.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 236.0, 'epoch': 3.17}
+{'train/ce_loss': 1.5944581031799316, 'train/diffusion_loss': 0.5283478498458862, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 173.0, 'epoch': 3.17}
+{'train/ce_loss': 1.262391209602356, 'train/diffusion_loss': 0.44816598296165466, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.17}
+{'train/ce_loss': 1.28899347782135, 'train/diffusion_loss': 0.4623487591743469, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 170.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 170.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.17}
+{'train/ce_loss': 0.8903564214706421, 'train/diffusion_loss': 0.4561929404735565, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 139.0, 'epoch': 3.17}
+{'train/ce_loss': 0.9439414143562317, 'train/diffusion_loss': 0.5304849147796631, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 168.0, 'epoch': 3.17}
+{'train/ce_loss': 1.0271621942520142, 'train/diffusion_loss': 0.5281198024749756, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 90.0, 'epoch': 3.17}
+{'train/ce_loss': 0.8376197218894958, 'train/diffusion_loss': 0.4474641680717468, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 151.0, 'epoch': 3.17}
+{'train/ce_loss': 1.1844829320907593, 'train/diffusion_loss': 0.5267823338508606, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 163.0, 'epoch': 3.17}
+{'train/ce_loss': 1.3471224308013916, 'train/diffusion_loss': 0.4234599769115448, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 117.0, 'epoch': 3.17}
+{'train/ce_loss': 0.9360788464546204, 'train/diffusion_loss': 0.4055653214454651, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 141.0, 'epoch': 3.17}
+{'train/ce_loss': 1.0474625825881958, 'train/diffusion_loss': 0.5282667875289917, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 136.0, 'epoch': 3.17}
+{'train/ce_loss': 1.2082173824310303, 'train/diffusion_loss': 0.472939670085907, 'epoch': 3.17}
+{'train/learning_rate_real': 1.5929807366233977e-05, 'epoch': 3.17}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 109.0, 'epoch': 3.18}
+{'train/ce_loss': 0.906261682510376, 'train/diffusion_loss': 0.4814176857471466, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 387.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 387.0, 'debug/num_lat_loss': 204.0, 'epoch': 3.18}
+{'train/ce_loss': 1.370402216911316, 'train/diffusion_loss': 0.5470545887947083, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 190.0, 'epoch': 3.18}
+{'train/ce_loss': 1.23546302318573, 'train/diffusion_loss': 0.502678632736206, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 92.0, 'epoch': 3.18}
+{'train/ce_loss': 0.77098149061203, 'train/diffusion_loss': 0.4867996275424957, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 385.0, 'debug/num_tok_loss': 224.0, 'debug/num_lat_total': 385.0, 'debug/num_lat_loss': 224.0, 'epoch': 3.18}
+{'train/ce_loss': 1.295447826385498, 'train/diffusion_loss': 0.5388616323471069, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 93.0, 'epoch': 3.18}
+{'train/ce_loss': 1.078060269355774, 'train/diffusion_loss': 0.5994117259979248, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.18}
+{'train/ce_loss': 1.0464403629302979, 'train/diffusion_loss': 0.6240173578262329, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 121.0, 'epoch': 3.18}
+{'train/ce_loss': 1.0919569730758667, 'train/diffusion_loss': 0.44096696376800537, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.18}
+{'train/ce_loss': 1.2574971914291382, 'train/diffusion_loss': 0.5415713787078857, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 109.0, 'epoch': 3.18}
+{'train/ce_loss': 1.160893440246582, 'train/diffusion_loss': 0.47383639216423035, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 84.0, 'epoch': 3.18}
+{'train/ce_loss': 0.7741231322288513, 'train/diffusion_loss': 0.4150659441947937, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 118.0, 'epoch': 3.18}
+{'train/ce_loss': 1.1559481620788574, 'train/diffusion_loss': 0.4868523180484772, 'epoch': 3.18}
+{'train/learning_rate_real': 1.5740011627467223e-05, 'epoch': 3.18}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 166.0, 'epoch': 3.19}
+{'train/ce_loss': 1.3723574876785278, 'train/diffusion_loss': 0.5299331545829773, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 99.0, 'epoch': 3.19}
+{'train/ce_loss': 0.8826004266738892, 'train/diffusion_loss': 0.48520296812057495, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 196.0, 'epoch': 3.19}
+{'train/ce_loss': 1.4391822814941406, 'train/diffusion_loss': 0.5218313932418823, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 139.0, 'epoch': 3.19}
+{'train/ce_loss': 1.0176752805709839, 'train/diffusion_loss': 0.48731908202171326, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 81.0, 'epoch': 3.19}
+{'train/ce_loss': 0.68924880027771, 'train/diffusion_loss': 0.45981070399284363, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 210.0, 'epoch': 3.19}
+{'train/ce_loss': 1.2029979228973389, 'train/diffusion_loss': 0.5295237898826599, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.19}
+{'train/ce_loss': 1.1518068313598633, 'train/diffusion_loss': 0.4629792273044586, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 166.0, 'epoch': 3.19}
+{'train/ce_loss': 1.4164851903915405, 'train/diffusion_loss': 0.5158724188804626, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 81.0, 'epoch': 3.19}
+{'train/ce_loss': 0.5956419706344604, 'train/diffusion_loss': 0.4052691161632538, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 127.0, 'epoch': 3.19}
+{'train/ce_loss': 1.1159178018569946, 'train/diffusion_loss': 0.5080701112747192, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 140.0, 'epoch': 3.19}
+{'train/ce_loss': 1.1690787076950073, 'train/diffusion_loss': 0.419569194316864, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 94.0, 'epoch': 3.19}
+{'train/ce_loss': 0.6744520664215088, 'train/diffusion_loss': 0.45712748169898987, 'epoch': 3.19}
+{'train/learning_rate_real': 1.555083246427734e-05, 'epoch': 3.19}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 73.0, 'epoch': 3.21}
+{'train/ce_loss': 0.5026687383651733, 'train/diffusion_loss': 0.3511423170566559, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 3.21}
+{'train/ce_loss': 1.2604320049285889, 'train/diffusion_loss': 0.4614515006542206, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 121.0, 'epoch': 3.21}
+{'train/ce_loss': 0.889041543006897, 'train/diffusion_loss': 0.46871745586395264, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 84.0, 'epoch': 3.21}
+{'train/ce_loss': 0.7059168219566345, 'train/diffusion_loss': 0.43503427505493164, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 389.0, 'debug/num_tok_loss': 195.0, 'debug/num_lat_total': 389.0, 'debug/num_lat_loss': 195.0, 'epoch': 3.21}
+{'train/ce_loss': 1.5128495693206787, 'train/diffusion_loss': 0.47433751821517944, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 157.0, 'epoch': 3.21}
+{'train/ce_loss': 1.0574551820755005, 'train/diffusion_loss': 0.5212281942367554, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 190.0, 'epoch': 3.21}
+{'train/ce_loss': 1.102780818939209, 'train/diffusion_loss': 0.5054532885551453, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 47.0, 'epoch': 3.21}
+{'train/ce_loss': 0.36195895075798035, 'train/diffusion_loss': 0.4627474248409271, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 157.0, 'epoch': 3.21}
+{'train/ce_loss': 0.9635762572288513, 'train/diffusion_loss': 0.48666825890541077, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 193.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 193.0, 'epoch': 3.21}
+{'train/ce_loss': 1.3511831760406494, 'train/diffusion_loss': 0.48245084285736084, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 206.0, 'epoch': 3.21}
+{'train/ce_loss': 1.4614169597625732, 'train/diffusion_loss': 0.4913807809352875, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.21}
+{'train/ce_loss': 1.0805132389068604, 'train/diffusion_loss': 0.47873273491859436, 'epoch': 3.21}
+{'train/learning_rate_real': 1.5362282473143603e-05, 'epoch': 3.21}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 167.0, 'epoch': 3.22}
+{'train/ce_loss': 1.2963616847991943, 'train/diffusion_loss': 0.4591580927371979, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 167.0, 'epoch': 3.22}
+{'train/ce_loss': 1.1741567850112915, 'train/diffusion_loss': 0.5086501836776733, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 194.0, 'epoch': 3.22}
+{'train/ce_loss': 1.4422725439071655, 'train/diffusion_loss': 0.48597338795661926, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 130.0, 'epoch': 3.22}
+{'train/ce_loss': 0.9401484131813049, 'train/diffusion_loss': 0.5180262327194214, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.22}
+{'train/ce_loss': 1.091589331626892, 'train/diffusion_loss': 0.5039805173873901, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 370.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 370.0, 'debug/num_lat_loss': 207.0, 'epoch': 3.22}
+{'train/ce_loss': 1.6332521438598633, 'train/diffusion_loss': 0.5023003220558167, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 217.0, 'debug/num_tok_loss': 62.0, 'debug/num_lat_total': 217.0, 'debug/num_lat_loss': 62.0, 'epoch': 3.22}
+{'train/ce_loss': 0.6265101432800293, 'train/diffusion_loss': 0.46110010147094727, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 78.0, 'epoch': 3.22}
+{'train/ce_loss': 0.5994551777839661, 'train/diffusion_loss': 0.3972477614879608, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 94.0, 'epoch': 3.22}
+{'train/ce_loss': 0.7435473799705505, 'train/diffusion_loss': 0.45489025115966797, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 101.0, 'epoch': 3.22}
+{'train/ce_loss': 0.8387695550918579, 'train/diffusion_loss': 0.49983108043670654, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 84.0, 'epoch': 3.22}
+{'train/ce_loss': 1.0324515104293823, 'train/diffusion_loss': 0.44772300124168396, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.22}
+{'train/ce_loss': 0.7182118892669678, 'train/diffusion_loss': 0.48893797397613525, 'epoch': 3.22}
+{'train/learning_rate_real': 1.5174374208651912e-05, 'epoch': 3.22}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 171.0, 'epoch': 3.23}
+{'train/ce_loss': 1.444770097732544, 'train/diffusion_loss': 0.4708690047264099, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 155.0, 'epoch': 3.23}
+{'train/ce_loss': 1.2379437685012817, 'train/diffusion_loss': 0.5122774243354797, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 197.0, 'epoch': 3.23}
+{'train/ce_loss': 1.349348783493042, 'train/diffusion_loss': 0.5086765289306641, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 167.0, 'epoch': 3.23}
+{'train/ce_loss': 1.2747859954833984, 'train/diffusion_loss': 0.5133202075958252, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.23}
+{'train/ce_loss': 0.8440201878547668, 'train/diffusion_loss': 0.5490429401397705, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 114.0, 'epoch': 3.23}
+{'train/ce_loss': 1.147822380065918, 'train/diffusion_loss': 0.5114456415176392, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.23}
+{'train/ce_loss': 0.9899987578392029, 'train/diffusion_loss': 0.500410258769989, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 98.0, 'epoch': 3.23}
+{'train/ce_loss': 0.9071205258369446, 'train/diffusion_loss': 0.5323898196220398, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 70.0, 'epoch': 3.23}
+{'train/ce_loss': 0.7073618173599243, 'train/diffusion_loss': 0.4491128623485565, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 216.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 216.0, 'debug/num_lat_loss': 72.0, 'epoch': 3.23}
+{'train/ce_loss': 0.7529516816139221, 'train/diffusion_loss': 0.417655885219574, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 249.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 249.0, 'debug/num_lat_loss': 88.0, 'epoch': 3.23}
+{'train/ce_loss': 0.797096848487854, 'train/diffusion_loss': 0.4904896318912506, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 143.0, 'epoch': 3.23}
+{'train/ce_loss': 1.4971704483032227, 'train/diffusion_loss': 0.4869275391101837, 'epoch': 3.23}
+{'train/learning_rate_real': 1.4987120182658878e-05, 'epoch': 3.23}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.24}
+{'train/ce_loss': 1.094716191291809, 'train/diffusion_loss': 0.5221503973007202, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 107.0, 'epoch': 3.24}
+{'train/ce_loss': 0.8570991158485413, 'train/diffusion_loss': 0.4533309042453766, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 182.0, 'epoch': 3.24}
+{'train/ce_loss': 1.311295986175537, 'train/diffusion_loss': 0.523819088935852, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 182.0, 'epoch': 3.24}
+{'train/ce_loss': 1.3164832592010498, 'train/diffusion_loss': 0.49904701113700867, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.24}
+{'train/ce_loss': 1.1238423585891724, 'train/diffusion_loss': 0.49075332283973694, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 84.0, 'epoch': 3.24}
+{'train/ce_loss': 0.8849054574966431, 'train/diffusion_loss': 0.5178430080413818, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 100.0, 'epoch': 3.24}
+{'train/ce_loss': 0.9460729956626892, 'train/diffusion_loss': 0.44669464230537415, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 172.0, 'epoch': 3.24}
+{'train/ce_loss': 1.3407764434814453, 'train/diffusion_loss': 0.5482506155967712, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 164.0, 'epoch': 3.24}
+{'train/ce_loss': 1.3531640768051147, 'train/diffusion_loss': 0.5478456020355225, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 44.0, 'epoch': 3.24}
+{'train/ce_loss': 0.5219973921775818, 'train/diffusion_loss': 0.3875269889831543, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 122.0, 'epoch': 3.24}
+{'train/ce_loss': 0.9861191511154175, 'train/diffusion_loss': 0.43492111563682556, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 178.0, 'epoch': 3.24}
+{'train/ce_loss': 1.4949721097946167, 'train/diffusion_loss': 0.5155270099639893, 'epoch': 3.24}
+{'train/learning_rate_real': 1.4800532863458665e-05, 'epoch': 3.24}
+{'loss': 18.3829, 'grad_norm': 22.479164123535156, 'learning_rate': 1.4800532863458665e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.25}
+{'train/ce_loss': 1.3558779954910278, 'train/diffusion_loss': 0.5574456453323364, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.25}
+{'train/ce_loss': 0.8389219045639038, 'train/diffusion_loss': 0.46805456280708313, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.25}
+{'train/ce_loss': 1.0699665546417236, 'train/diffusion_loss': 0.49694404006004333, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 145.0, 'epoch': 3.25}
+{'train/ce_loss': 1.2755032777786255, 'train/diffusion_loss': 0.5347025990486145, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 58.0, 'epoch': 3.25}
+{'train/ce_loss': 0.5066460967063904, 'train/diffusion_loss': 0.3634253740310669, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 190.0, 'epoch': 3.25}
+{'train/ce_loss': 1.3101006746292114, 'train/diffusion_loss': 0.4804978370666504, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 208.0, 'epoch': 3.25}
+{'train/ce_loss': 1.2714346647262573, 'train/diffusion_loss': 0.4200880825519562, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 100.0, 'epoch': 3.25}
+{'train/ce_loss': 0.8565252423286438, 'train/diffusion_loss': 0.42893198132514954, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 104.0, 'epoch': 3.25}
+{'train/ce_loss': 0.7499828934669495, 'train/diffusion_loss': 0.5056275725364685, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 104.0, 'epoch': 3.25}
+{'train/ce_loss': 0.9573677778244019, 'train/diffusion_loss': 0.47052890062332153, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 173.0, 'epoch': 3.25}
+{'train/ce_loss': 1.1100342273712158, 'train/diffusion_loss': 0.49117714166641235, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 108.0, 'epoch': 3.25}
+{'train/ce_loss': 0.8863698840141296, 'train/diffusion_loss': 0.4965081512928009, 'epoch': 3.25}
+{'train/learning_rate_real': 1.4614624674952842e-05, 'epoch': 3.25}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 145.0, 'epoch': 3.27}
+{'train/ce_loss': 0.9954733848571777, 'train/diffusion_loss': 0.49844133853912354, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 137.0, 'epoch': 3.27}
+{'train/ce_loss': 1.2129956483840942, 'train/diffusion_loss': 0.5164797306060791, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 61.0, 'epoch': 3.27}
+{'train/ce_loss': 0.5117262601852417, 'train/diffusion_loss': 0.4811254143714905, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 168.0, 'epoch': 3.27}
+{'train/ce_loss': 1.4329936504364014, 'train/diffusion_loss': 0.5450217127799988, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 144.0, 'epoch': 3.27}
+{'train/ce_loss': 1.0914396047592163, 'train/diffusion_loss': 0.533283531665802, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 124.0, 'epoch': 3.27}
+{'train/ce_loss': 1.0081583261489868, 'train/diffusion_loss': 0.5428342223167419, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 98.0, 'epoch': 3.27}
+{'train/ce_loss': 0.8449031114578247, 'train/diffusion_loss': 0.4858582019805908, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 123.0, 'epoch': 3.27}
+{'train/ce_loss': 0.9601730108261108, 'train/diffusion_loss': 0.6063143014907837, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 135.0, 'epoch': 3.27}
+{'train/ce_loss': 1.1099873781204224, 'train/diffusion_loss': 0.5294151306152344, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 172.0, 'epoch': 3.27}
+{'train/ce_loss': 1.365539312362671, 'train/diffusion_loss': 0.49318423867225647, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 233.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 233.0, 'epoch': 3.27}
+{'train/ce_loss': 1.3458002805709839, 'train/diffusion_loss': 0.49720755219459534, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 380.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 380.0, 'debug/num_lat_loss': 186.0, 'epoch': 3.27}
+{'train/ce_loss': 1.2420661449432373, 'train/diffusion_loss': 0.4261851906776428, 'epoch': 3.27}
+{'train/learning_rate_real': 1.4429407995823094e-05, 'epoch': 3.27}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 129.0, 'epoch': 3.28}
+{'train/ce_loss': 1.1765555143356323, 'train/diffusion_loss': 0.512619137763977, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 78.0, 'epoch': 3.28}
+{'train/ce_loss': 0.7326555252075195, 'train/diffusion_loss': 0.4310855567455292, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 330.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 330.0, 'debug/num_lat_loss': 169.0, 'epoch': 3.28}
+{'train/ce_loss': 1.074299693107605, 'train/diffusion_loss': 0.5269193649291992, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 134.0, 'epoch': 3.28}
+{'train/ce_loss': 1.0139391422271729, 'train/diffusion_loss': 0.5746340155601501, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 83.0, 'epoch': 3.28}
+{'train/ce_loss': 0.6403647661209106, 'train/diffusion_loss': 0.45986875891685486, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 137.0, 'epoch': 3.28}
+{'train/ce_loss': 1.0480300188064575, 'train/diffusion_loss': 0.5099383592605591, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 135.0, 'epoch': 3.28}
+{'train/ce_loss': 1.1061005592346191, 'train/diffusion_loss': 0.5458365678787231, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 136.0, 'epoch': 3.28}
+{'train/ce_loss': 1.026852011680603, 'train/diffusion_loss': 0.5439353585243225, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 171.0, 'epoch': 3.28}
+{'train/ce_loss': 1.3634033203125, 'train/diffusion_loss': 0.45526453852653503, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 70.0, 'epoch': 3.28}
+{'train/ce_loss': 0.6251428723335266, 'train/diffusion_loss': 0.40448787808418274, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 157.0, 'epoch': 3.28}
+{'train/ce_loss': 1.084580421447754, 'train/diffusion_loss': 0.4943440556526184, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 93.0, 'epoch': 3.28}
+{'train/ce_loss': 0.8859395384788513, 'train/diffusion_loss': 0.4496711492538452, 'epoch': 3.28}
+{'train/learning_rate_real': 1.4244895158707031e-05, 'epoch': 3.28}
+{'debug/num_tok_total': 291.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 291.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.29}
+{'train/ce_loss': 1.0024141073226929, 'train/diffusion_loss': 0.4793342649936676, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 209.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 209.0, 'epoch': 3.29}
+{'train/ce_loss': 1.458376407623291, 'train/diffusion_loss': 0.5304689407348633, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 117.0, 'epoch': 3.29}
+{'train/ce_loss': 0.9541839361190796, 'train/diffusion_loss': 0.5464980602264404, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.29}
+{'train/ce_loss': 0.7560940980911255, 'train/diffusion_loss': 0.48551544547080994, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 99.0, 'epoch': 3.29}
+{'train/ce_loss': 1.0038090944290161, 'train/diffusion_loss': 0.47805723547935486, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 216.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 216.0, 'debug/num_lat_loss': 103.0, 'epoch': 3.29}
+{'train/ce_loss': 0.9948840141296387, 'train/diffusion_loss': 0.5262167453765869, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.29}
+{'train/ce_loss': 0.8976634740829468, 'train/diffusion_loss': 0.48491162061691284, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 88.0, 'epoch': 3.29}
+{'train/ce_loss': 0.8167405724525452, 'train/diffusion_loss': 0.4683564603328705, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.29}
+{'train/ce_loss': 0.9029967188835144, 'train/diffusion_loss': 0.4884324371814728, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.29}
+{'train/ce_loss': 1.0570803880691528, 'train/diffusion_loss': 0.5210402011871338, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.29}
+{'train/ce_loss': 1.0020006895065308, 'train/diffusion_loss': 0.5024734735488892, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 134.0, 'epoch': 3.29}
+{'train/ce_loss': 0.9673771858215332, 'train/diffusion_loss': 0.44015389680862427, 'epoch': 3.29}
+{'train/learning_rate_real': 1.4061098449376985e-05, 'epoch': 3.29}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.3}
+{'train/ce_loss': 0.9571437239646912, 'train/diffusion_loss': 0.5105150938034058, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.3}
+{'train/ce_loss': 1.1088650226593018, 'train/diffusion_loss': 0.5013929605484009, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 99.0, 'epoch': 3.3}
+{'train/ce_loss': 0.8681634664535522, 'train/diffusion_loss': 0.49055036902427673, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.3}
+{'train/ce_loss': 1.1342597007751465, 'train/diffusion_loss': 0.4689478576183319, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 376.0, 'debug/num_tok_loss': 221.0, 'debug/num_lat_total': 376.0, 'debug/num_lat_loss': 221.0, 'epoch': 3.3}
+{'train/ce_loss': 1.5164496898651123, 'train/diffusion_loss': 0.5831732749938965, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.3}
+{'train/ce_loss': 0.8644757270812988, 'train/diffusion_loss': 0.5045864582061768, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.3}
+{'train/ce_loss': 1.3597428798675537, 'train/diffusion_loss': 0.5372920036315918, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.3}
+{'train/ce_loss': 0.9699100255966187, 'train/diffusion_loss': 0.4747031629085541, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 140.0, 'epoch': 3.3}
+{'train/ce_loss': 1.0642009973526, 'train/diffusion_loss': 0.5111047029495239, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.3}
+{'train/ce_loss': 0.9529370069503784, 'train/diffusion_loss': 0.5319782495498657, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 153.0, 'epoch': 3.3}
+{'train/ce_loss': 1.1866106986999512, 'train/diffusion_loss': 0.44806116819381714, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 409.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 409.0, 'debug/num_lat_loss': 210.0, 'epoch': 3.3}
+{'train/ce_loss': 1.2462202310562134, 'train/diffusion_loss': 0.49059799313545227, 'epoch': 3.3}
+{'train/learning_rate_real': 1.387803010592198e-05, 'epoch': 3.3}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 115.0, 'epoch': 3.31}
+{'train/ce_loss': 0.9445988535881042, 'train/diffusion_loss': 0.41333112120628357, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 127.0, 'epoch': 3.31}
+{'train/ce_loss': 1.043076992034912, 'train/diffusion_loss': 0.40806853771209717, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.31}
+{'train/ce_loss': 0.9210458397865295, 'train/diffusion_loss': 0.45330747961997986, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.31}
+{'train/ce_loss': 0.8404633402824402, 'train/diffusion_loss': 0.5585163831710815, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.31}
+{'train/ce_loss': 1.0027010440826416, 'train/diffusion_loss': 0.44825422763824463, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 56.0, 'epoch': 3.31}
+{'train/ce_loss': 0.678722620010376, 'train/diffusion_loss': 0.40350067615509033, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.31}
+{'train/ce_loss': 1.2149691581726074, 'train/diffusion_loss': 0.5327539443969727, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 213.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 213.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.31}
+{'train/ce_loss': 1.0271048545837402, 'train/diffusion_loss': 0.5066657662391663, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 104.0, 'epoch': 3.31}
+{'train/ce_loss': 0.9527868628501892, 'train/diffusion_loss': 0.5038871765136719, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.31}
+{'train/ce_loss': 1.005138635635376, 'train/diffusion_loss': 0.4485761821269989, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.31}
+{'train/ce_loss': 0.9451752305030823, 'train/diffusion_loss': 0.4936487376689911, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 118.0, 'epoch': 3.31}
+{'train/ce_loss': 1.0464801788330078, 'train/diffusion_loss': 0.4559735953807831, 'epoch': 3.31}
+{'train/learning_rate_real': 1.3695702317932862e-05, 'epoch': 3.31}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 89.0, 'epoch': 3.33}
+{'train/ce_loss': 0.7349702715873718, 'train/diffusion_loss': 0.44137075543403625, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 146.0, 'epoch': 3.33}
+{'train/ce_loss': 1.2740494012832642, 'train/diffusion_loss': 0.48443958163261414, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 173.0, 'epoch': 3.33}
+{'train/ce_loss': 1.256084680557251, 'train/diffusion_loss': 0.5318716168403625, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 218.0, 'epoch': 3.33}
+{'train/ce_loss': 1.621951937675476, 'train/diffusion_loss': 0.48913004994392395, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.33}
+{'train/ce_loss': 0.7851073741912842, 'train/diffusion_loss': 0.4913374185562134, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.33}
+{'train/ce_loss': 0.8759521245956421, 'train/diffusion_loss': 0.4876546561717987, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 129.0, 'epoch': 3.33}
+{'train/ce_loss': 1.1943973302841187, 'train/diffusion_loss': 0.5640490651130676, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 382.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 382.0, 'debug/num_lat_loss': 185.0, 'epoch': 3.33}
+{'train/ce_loss': 1.4306148290634155, 'train/diffusion_loss': 0.5129209160804749, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.33}
+{'train/ce_loss': 0.9402230978012085, 'train/diffusion_loss': 0.4421983063220978, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 136.0, 'epoch': 3.33}
+{'train/ce_loss': 0.9623415470123291, 'train/diffusion_loss': 0.42740750312805176, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 225.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 225.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.33}
+{'train/ce_loss': 0.371064692735672, 'train/diffusion_loss': 0.4800337553024292, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 89.0, 'epoch': 3.33}
+{'train/ce_loss': 0.705237090587616, 'train/diffusion_loss': 0.41920557618141174, 'epoch': 3.33}
+{'train/learning_rate_real': 1.3514127225690637e-05, 'epoch': 3.33}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 105.0, 'epoch': 3.34}
+{'train/ce_loss': 0.991179883480072, 'train/diffusion_loss': 0.4564611613750458, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 170.0, 'epoch': 3.34}
+{'train/ce_loss': 1.399196982383728, 'train/diffusion_loss': 0.5042885541915894, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 163.0, 'epoch': 3.34}
+{'train/ce_loss': 1.2690143585205078, 'train/diffusion_loss': 0.5190536975860596, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 88.0, 'epoch': 3.34}
+{'train/ce_loss': 0.7541194558143616, 'train/diffusion_loss': 0.4380970001220703, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.34}
+{'train/ce_loss': 0.7045336365699768, 'train/diffusion_loss': 0.4928348660469055, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.34}
+{'train/ce_loss': 0.9938876628875732, 'train/diffusion_loss': 0.484112024307251, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 408.0, 'debug/num_tok_loss': 225.0, 'debug/num_lat_total': 408.0, 'debug/num_lat_loss': 225.0, 'epoch': 3.34}
+{'train/ce_loss': 1.2043542861938477, 'train/diffusion_loss': 0.4840456247329712, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 131.0, 'epoch': 3.34}
+{'train/ce_loss': 1.084475040435791, 'train/diffusion_loss': 0.43137356638908386, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 163.0, 'epoch': 3.34}
+{'train/ce_loss': 1.4109618663787842, 'train/diffusion_loss': 0.46754324436187744, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 97.0, 'epoch': 3.34}
+{'train/ce_loss': 0.9685235023498535, 'train/diffusion_loss': 0.44273823499679565, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 163.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 163.0, 'debug/num_lat_loss': 50.0, 'epoch': 3.34}
+{'train/ce_loss': 0.432742714881897, 'train/diffusion_loss': 0.3833506405353546, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 87.0, 'epoch': 3.34}
+{'train/ce_loss': 0.8204687833786011, 'train/diffusion_loss': 0.4696429967880249, 'epoch': 3.34}
+{'train/learning_rate_real': 1.3333316919358157e-05, 'epoch': 3.34}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.35}
+{'train/ce_loss': 1.3630039691925049, 'train/diffusion_loss': 0.46491339802742004, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 178.0, 'epoch': 3.35}
+{'train/ce_loss': 1.4099619388580322, 'train/diffusion_loss': 0.4656018018722534, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 57.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 57.0, 'epoch': 3.35}
+{'train/ce_loss': 0.38362571597099304, 'train/diffusion_loss': 0.3748493492603302, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 199.0, 'epoch': 3.35}
+{'train/ce_loss': 1.410047173500061, 'train/diffusion_loss': 0.5097101926803589, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 92.0, 'epoch': 3.35}
+{'train/ce_loss': 0.7968623638153076, 'train/diffusion_loss': 0.5225566625595093, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 118.0, 'epoch': 3.35}
+{'train/ce_loss': 0.9297816753387451, 'train/diffusion_loss': 0.4854910969734192, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 83.0, 'epoch': 3.35}
+{'train/ce_loss': 0.7682809233665466, 'train/diffusion_loss': 0.4389846920967102, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 281.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 281.0, 'debug/num_lat_loss': 71.0, 'epoch': 3.35}
+{'train/ce_loss': 0.8520796298980713, 'train/diffusion_loss': 0.4813999533653259, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.35}
+{'train/ce_loss': 0.9449771642684937, 'train/diffusion_loss': 0.49522024393081665, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.35}
+{'train/ce_loss': 0.9446473717689514, 'train/diffusion_loss': 0.506767988204956, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 142.0, 'epoch': 3.35}
+{'train/ce_loss': 1.016394853591919, 'train/diffusion_loss': 0.49779874086380005, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 136.0, 'epoch': 3.35}
+{'train/ce_loss': 0.9996704459190369, 'train/diffusion_loss': 0.546757161617279, 'epoch': 3.35}
+{'train/learning_rate_real': 1.3153283438175034e-05, 'epoch': 3.35}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 142.0, 'epoch': 3.36}
+{'train/ce_loss': 0.8455222249031067, 'train/diffusion_loss': 0.4981037676334381, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.36}
+{'train/ce_loss': 1.2604397535324097, 'train/diffusion_loss': 0.45351675152778625, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 134.0, 'epoch': 3.36}
+{'train/ce_loss': 1.2232353687286377, 'train/diffusion_loss': 0.5877416729927063, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 166.0, 'epoch': 3.36}
+{'train/ce_loss': 1.1280800104141235, 'train/diffusion_loss': 0.47587850689888, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.36}
+{'train/ce_loss': 0.9918258786201477, 'train/diffusion_loss': 0.4279082119464874, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 145.0, 'epoch': 3.36}
+{'train/ce_loss': 1.051742672920227, 'train/diffusion_loss': 0.49945953488349915, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 137.0, 'epoch': 3.36}
+{'train/ce_loss': 0.9623146057128906, 'train/diffusion_loss': 0.4759622812271118, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.36}
+{'train/ce_loss': 0.8759559988975525, 'train/diffusion_loss': 0.4984046518802643, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.36}
+{'train/ce_loss': 1.014760136604309, 'train/diffusion_loss': 0.4961703419685364, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 146.0, 'epoch': 3.36}
+{'train/ce_loss': 1.084163784980774, 'train/diffusion_loss': 0.4638904929161072, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.36}
+{'train/ce_loss': 0.9951147437095642, 'train/diffusion_loss': 0.4819463789463043, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 160.0, 'epoch': 3.36}
+{'train/ce_loss': 1.2931807041168213, 'train/diffusion_loss': 0.5116720795631409, 'epoch': 3.36}
+{'train/learning_rate_real': 1.2974038769656054e-05, 'epoch': 3.36}
+{'loss': 17.8354, 'grad_norm': 21.615489959716797, 'learning_rate': 1.2974038769656054e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 185.0, 'epoch': 3.38}
+{'train/ce_loss': 1.4082657098770142, 'train/diffusion_loss': 0.4708826243877411, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 135.0, 'epoch': 3.38}
+{'train/ce_loss': 1.1841020584106445, 'train/diffusion_loss': 0.5986422896385193, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 146.0, 'epoch': 3.38}
+{'train/ce_loss': 1.030556321144104, 'train/diffusion_loss': 0.5276506543159485, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 112.0, 'epoch': 3.38}
+{'train/ce_loss': 0.9504247903823853, 'train/diffusion_loss': 0.5202021598815918, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 148.0, 'epoch': 3.38}
+{'train/ce_loss': 1.3471418619155884, 'train/diffusion_loss': 0.4986087381839752, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 138.0, 'epoch': 3.38}
+{'train/ce_loss': 1.142623782157898, 'train/diffusion_loss': 0.48715487122535706, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 195.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 195.0, 'epoch': 3.38}
+{'train/ce_loss': 1.2357845306396484, 'train/diffusion_loss': 0.5938481688499451, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 123.0, 'epoch': 3.38}
+{'train/ce_loss': 1.1051450967788696, 'train/diffusion_loss': 0.5269348621368408, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 127.0, 'epoch': 3.38}
+{'train/ce_loss': 1.063576340675354, 'train/diffusion_loss': 0.5223127007484436, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 94.0, 'epoch': 3.38}
+{'train/ce_loss': 0.7692551612854004, 'train/diffusion_loss': 0.4725111126899719, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 100.0, 'epoch': 3.38}
+{'train/ce_loss': 0.9167012572288513, 'train/diffusion_loss': 0.39286983013153076, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 86.0, 'epoch': 3.38}
+{'train/ce_loss': 0.6326729655265808, 'train/diffusion_loss': 0.46927323937416077, 'epoch': 3.38}
+{'train/learning_rate_real': 1.2795594848792975e-05, 'epoch': 3.38}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 92.0, 'epoch': 3.39}
+{'train/ce_loss': 0.7863895893096924, 'train/diffusion_loss': 0.47979024052619934, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.39}
+{'train/ce_loss': 1.2827097177505493, 'train/diffusion_loss': 0.44792547821998596, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 143.0, 'epoch': 3.39}
+{'train/ce_loss': 1.0399850606918335, 'train/diffusion_loss': 0.46021223068237305, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 168.0, 'epoch': 3.39}
+{'train/ce_loss': 1.017830729484558, 'train/diffusion_loss': 0.41722479462623596, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.39}
+{'train/ce_loss': 1.0130434036254883, 'train/diffusion_loss': 0.4663332402706146, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 78.0, 'epoch': 3.39}
+{'train/ce_loss': 0.5735422968864441, 'train/diffusion_loss': 0.3630675673484802, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 112.0, 'epoch': 3.39}
+{'train/ce_loss': 1.2153350114822388, 'train/diffusion_loss': 0.5115383267402649, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 121.0, 'epoch': 3.39}
+{'train/ce_loss': 0.725752592086792, 'train/diffusion_loss': 0.4677213728427887, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.39}
+{'train/ce_loss': 1.2813172340393066, 'train/diffusion_loss': 0.5006352066993713, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 63.0, 'epoch': 3.39}
+{'train/ce_loss': 0.6650077700614929, 'train/diffusion_loss': 0.5393912196159363, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 82.0, 'epoch': 3.39}
+{'train/ce_loss': 0.6876569390296936, 'train/diffusion_loss': 0.3901398479938507, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 124.0, 'epoch': 3.39}
+{'train/ce_loss': 0.9893436431884766, 'train/diffusion_loss': 0.4412280321121216, 'epoch': 3.39}
+{'train/learning_rate_real': 1.261796355725982e-05, 'epoch': 3.39}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 79.0, 'epoch': 3.4}
+{'train/ce_loss': 0.6943795084953308, 'train/diffusion_loss': 0.4382156729698181, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 187.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 187.0, 'epoch': 3.4}
+{'train/ce_loss': 1.2305296659469604, 'train/diffusion_loss': 0.5183389782905579, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.4}
+{'train/ce_loss': 1.185266375541687, 'train/diffusion_loss': 0.49362969398498535, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 138.0, 'epoch': 3.4}
+{'train/ce_loss': 1.0647763013839722, 'train/diffusion_loss': 0.47889941930770874, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.4}
+{'train/ce_loss': 1.3176765441894531, 'train/diffusion_loss': 0.545067310333252, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 95.0, 'epoch': 3.4}
+{'train/ce_loss': 0.6694327592849731, 'train/diffusion_loss': 0.46020129323005676, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 193.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 193.0, 'epoch': 3.4}
+{'train/ce_loss': 1.3492757081985474, 'train/diffusion_loss': 0.5240835547447205, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 140.0, 'epoch': 3.4}
+{'train/ce_loss': 1.002403736114502, 'train/diffusion_loss': 0.5224400162696838, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 372.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 372.0, 'debug/num_lat_loss': 186.0, 'epoch': 3.4}
+{'train/ce_loss': 1.576278805732727, 'train/diffusion_loss': 0.5411953926086426, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 137.0, 'epoch': 3.4}
+{'train/ce_loss': 1.3281233310699463, 'train/diffusion_loss': 0.5252858400344849, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 139.0, 'epoch': 3.4}
+{'train/ce_loss': 1.1852480173110962, 'train/diffusion_loss': 0.5361989140510559, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 154.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 154.0, 'debug/num_lat_loss': 80.0, 'epoch': 3.4}
+{'train/ce_loss': 0.7098826169967651, 'train/diffusion_loss': 0.4483667016029358, 'epoch': 3.4}
+{'train/learning_rate_real': 1.2441156722621793e-05, 'epoch': 3.4}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 175.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 175.0, 'epoch': 3.41}
+{'train/ce_loss': 1.4903396368026733, 'train/diffusion_loss': 0.5238224864006042, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.41}
+{'train/ce_loss': 1.1970943212509155, 'train/diffusion_loss': 0.5200561881065369, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 142.0, 'epoch': 3.41}
+{'train/ce_loss': 0.8247826099395752, 'train/diffusion_loss': 0.5161082148551941, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.41}
+{'train/ce_loss': 1.3459908962249756, 'train/diffusion_loss': 0.4842512309551239, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 204.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 204.0, 'debug/num_lat_loss': 130.0, 'epoch': 3.41}
+{'train/ce_loss': 1.0670160055160522, 'train/diffusion_loss': 0.505498468875885, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 205.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 205.0, 'epoch': 3.41}
+{'train/ce_loss': 1.6353528499603271, 'train/diffusion_loss': 0.5406845211982727, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 109.0, 'epoch': 3.41}
+{'train/ce_loss': 1.1019182205200195, 'train/diffusion_loss': 0.5283719897270203, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 123.0, 'epoch': 3.41}
+{'train/ce_loss': 0.8186718225479126, 'train/diffusion_loss': 0.4328640401363373, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.41}
+{'train/ce_loss': 0.9334905743598938, 'train/diffusion_loss': 0.5485240817070007, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 390.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 390.0, 'debug/num_lat_loss': 213.0, 'epoch': 3.41}
+{'train/ce_loss': 1.4636942148208618, 'train/diffusion_loss': 0.584349513053894, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 208.0, 'epoch': 3.41}
+{'train/ce_loss': 1.4482733011245728, 'train/diffusion_loss': 0.4798913896083832, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 114.0, 'epoch': 3.41}
+{'train/ce_loss': 1.228978157043457, 'train/diffusion_loss': 0.5069016814231873, 'epoch': 3.41}
+{'train/learning_rate_real': 1.2265186117547669e-05, 'epoch': 3.41}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 153.0, 'epoch': 3.42}
+{'train/ce_loss': 1.065313458442688, 'train/diffusion_loss': 0.5245364904403687, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.42}
+{'train/ce_loss': 1.2481622695922852, 'train/diffusion_loss': 0.48756179213523865, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 99.0, 'epoch': 3.42}
+{'train/ce_loss': 0.8296750783920288, 'train/diffusion_loss': 0.5320091843605042, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 367.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 367.0, 'debug/num_lat_loss': 189.0, 'epoch': 3.42}
+{'train/ce_loss': 1.2532627582550049, 'train/diffusion_loss': 0.5790192484855652, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.42}
+{'train/ce_loss': 0.9524238705635071, 'train/diffusion_loss': 0.47222650051116943, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.42}
+{'train/ce_loss': 0.9589434266090393, 'train/diffusion_loss': 0.5134443640708923, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.42}
+{'train/ce_loss': 0.9261700510978699, 'train/diffusion_loss': 0.48222094774246216, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 107.0, 'epoch': 3.42}
+{'train/ce_loss': 0.8207853436470032, 'train/diffusion_loss': 0.48046502470970154, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 281.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 281.0, 'debug/num_lat_loss': 118.0, 'epoch': 3.42}
+{'train/ce_loss': 1.256025791168213, 'train/diffusion_loss': 0.4527220129966736, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 176.0, 'epoch': 3.42}
+{'train/ce_loss': 1.4893983602523804, 'train/diffusion_loss': 0.5276010632514954, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 52.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 52.0, 'epoch': 3.42}
+{'train/ce_loss': 0.6722001433372498, 'train/diffusion_loss': 0.46349993348121643, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 122.0, 'epoch': 3.42}
+{'train/ce_loss': 0.8801895976066589, 'train/diffusion_loss': 0.447519451379776, 'epoch': 3.42}
+{'train/learning_rate_real': 1.2090063459025955e-05, 'epoch': 3.42}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 169.0, 'epoch': 3.44}
+{'train/ce_loss': 0.7949857115745544, 'train/diffusion_loss': 0.5112785696983337, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 376.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 376.0, 'debug/num_lat_loss': 180.0, 'epoch': 3.44}
+{'train/ce_loss': 1.3956170082092285, 'train/diffusion_loss': 0.45547881722450256, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 197.0, 'epoch': 3.44}
+{'train/ce_loss': 1.5447872877120972, 'train/diffusion_loss': 0.5510644912719727, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 164.0, 'epoch': 3.44}
+{'train/ce_loss': 1.0691306591033936, 'train/diffusion_loss': 0.5083842873573303, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 97.0, 'epoch': 3.44}
+{'train/ce_loss': 0.982016921043396, 'train/diffusion_loss': 0.4537620544433594, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 68.0, 'epoch': 3.44}
+{'train/ce_loss': 0.6485223174095154, 'train/diffusion_loss': 0.38755497336387634, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 78.0, 'epoch': 3.44}
+{'train/ce_loss': 0.6882294416427612, 'train/diffusion_loss': 0.493893563747406, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 207.0, 'epoch': 3.44}
+{'train/ce_loss': 1.5445517301559448, 'train/diffusion_loss': 0.5812337398529053, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 134.0, 'epoch': 3.44}
+{'train/ce_loss': 1.3942519426345825, 'train/diffusion_loss': 0.5778878927230835, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.44}
+{'train/ce_loss': 1.3227434158325195, 'train/diffusion_loss': 0.46284565329551697, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.44}
+{'train/ce_loss': 1.0996979475021362, 'train/diffusion_loss': 0.5453994870185852, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 185.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 185.0, 'debug/num_lat_loss': 56.0, 'epoch': 3.44}
+{'train/ce_loss': 0.5617086291313171, 'train/diffusion_loss': 0.41060930490493774, 'epoch': 3.44}
+{'train/learning_rate_real': 1.1915800407584704e-05, 'epoch': 3.44}
+{'debug/num_tok_total': 385.0, 'debug/num_tok_loss': 202.0, 'debug/num_lat_total': 385.0, 'debug/num_lat_loss': 202.0, 'epoch': 3.45}
+{'train/ce_loss': 1.2882920503616333, 'train/diffusion_loss': 0.4768330752849579, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 139.0, 'epoch': 3.45}
+{'train/ce_loss': 0.9963527321815491, 'train/diffusion_loss': 0.48451167345046997, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.45}
+{'train/ce_loss': 1.1382468938827515, 'train/diffusion_loss': 0.48351916670799255, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 140.0, 'epoch': 3.45}
+{'train/ce_loss': 1.1125293970108032, 'train/diffusion_loss': 0.4623575508594513, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.45}
+{'train/ce_loss': 0.9840759038925171, 'train/diffusion_loss': 0.48362085223197937, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.45}
+{'train/ce_loss': 0.7199751734733582, 'train/diffusion_loss': 0.528679609298706, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.45}
+{'train/ce_loss': 1.1568080186843872, 'train/diffusion_loss': 0.48743104934692383, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 135.0, 'epoch': 3.45}
+{'train/ce_loss': 1.304661750793457, 'train/diffusion_loss': 0.5206497311592102, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.45}
+{'train/ce_loss': 0.8136798143386841, 'train/diffusion_loss': 0.43889114260673523, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 160.0, 'epoch': 3.45}
+{'train/ce_loss': 0.932952880859375, 'train/diffusion_loss': 0.4599059522151947, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 89.0, 'epoch': 3.45}
+{'train/ce_loss': 0.6406255960464478, 'train/diffusion_loss': 0.3856934607028961, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.45}
+{'train/ce_loss': 0.917213499546051, 'train/diffusion_loss': 0.472497820854187, 'epoch': 3.45}
+{'train/learning_rate_real': 1.1742408566515103e-05, 'epoch': 3.45}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 98.0, 'epoch': 3.46}
+{'train/ce_loss': 0.9268520474433899, 'train/diffusion_loss': 0.4853134751319885, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 173.0, 'epoch': 3.46}
+{'train/ce_loss': 1.0980881452560425, 'train/diffusion_loss': 0.4923531413078308, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 182.0, 'epoch': 3.46}
+{'train/ce_loss': 1.5477440357208252, 'train/diffusion_loss': 0.5296228528022766, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 124.0, 'epoch': 3.46}
+{'train/ce_loss': 0.909115731716156, 'train/diffusion_loss': 0.5789917707443237, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 211.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 211.0, 'epoch': 3.46}
+{'train/ce_loss': 1.6137280464172363, 'train/diffusion_loss': 0.500702977180481, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 138.0, 'epoch': 3.46}
+{'train/ce_loss': 1.1151469945907593, 'train/diffusion_loss': 0.460021048784256, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 412.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 412.0, 'debug/num_lat_loss': 213.0, 'epoch': 3.46}
+{'train/ce_loss': 1.4814809560775757, 'train/diffusion_loss': 0.5166299343109131, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 179.0, 'epoch': 3.46}
+{'train/ce_loss': 1.2717275619506836, 'train/diffusion_loss': 0.49584585428237915, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 168.0, 'epoch': 3.46}
+{'train/ce_loss': 1.6216678619384766, 'train/diffusion_loss': 0.5529269576072693, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 129.0, 'epoch': 3.46}
+{'train/ce_loss': 1.1140118837356567, 'train/diffusion_loss': 0.48805519938468933, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.46}
+{'train/ce_loss': 1.2283481359481812, 'train/diffusion_loss': 0.49023279547691345, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.46}
+{'train/ce_loss': 1.1046640872955322, 'train/diffusion_loss': 0.5369648933410645, 'epoch': 3.46}
+{'train/learning_rate_real': 1.1569899481098859e-05, 'epoch': 3.46}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.47}
+{'train/ce_loss': 1.0741734504699707, 'train/diffusion_loss': 0.49367910623550415, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 129.0, 'epoch': 3.47}
+{'train/ce_loss': 0.913623034954071, 'train/diffusion_loss': 0.527891993522644, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 173.0, 'epoch': 3.47}
+{'train/ce_loss': 1.3971768617630005, 'train/diffusion_loss': 0.4995396137237549, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.47}
+{'train/ce_loss': 0.9981691837310791, 'train/diffusion_loss': 0.58742755651474, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 88.0, 'epoch': 3.47}
+{'train/ce_loss': 0.8075113892555237, 'train/diffusion_loss': 0.550376296043396, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 129.0, 'epoch': 3.47}
+{'train/ce_loss': 1.1430480480194092, 'train/diffusion_loss': 0.5143760442733765, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 94.0, 'epoch': 3.47}
+{'train/ce_loss': 0.9707621932029724, 'train/diffusion_loss': 0.43857133388519287, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 112.0, 'epoch': 3.47}
+{'train/ce_loss': 0.9957995414733887, 'train/diffusion_loss': 0.48257195949554443, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 145.0, 'epoch': 3.47}
+{'train/ce_loss': 1.0441349744796753, 'train/diffusion_loss': 0.47648298740386963, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 105.0, 'epoch': 3.47}
+{'train/ce_loss': 0.8099469542503357, 'train/diffusion_loss': 0.4853344261646271, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.47}
+{'train/ce_loss': 1.5391877889633179, 'train/diffusion_loss': 0.5424281358718872, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 133.0, 'epoch': 3.47}
+{'train/ce_loss': 1.070016622543335, 'train/diffusion_loss': 0.49841976165771484, 'epoch': 3.47}
+{'train/learning_rate_real': 1.1398284637839487e-05, 'epoch': 3.47}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 151.0, 'epoch': 3.48}
+{'train/ce_loss': 1.135056972503662, 'train/diffusion_loss': 0.5327301025390625, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.48}
+{'train/ce_loss': 1.1433968544006348, 'train/diffusion_loss': 0.44877347350120544, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.48}
+{'train/ce_loss': 1.0834497213363647, 'train/diffusion_loss': 0.5199973583221436, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 83.0, 'epoch': 3.48}
+{'train/ce_loss': 0.6655646562576294, 'train/diffusion_loss': 0.5181604027748108, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.48}
+{'train/ce_loss': 0.8777648210525513, 'train/diffusion_loss': 0.670018196105957, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 93.0, 'epoch': 3.48}
+{'train/ce_loss': 0.7093443274497986, 'train/diffusion_loss': 0.4601723849773407, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 182.0, 'epoch': 3.48}
+{'train/ce_loss': 1.3798511028289795, 'train/diffusion_loss': 0.523788571357727, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'debug/num_tok_total': 218.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 218.0, 'debug/num_lat_loss': 103.0, 'epoch': 3.48}
+{'train/ce_loss': 1.065765142440796, 'train/diffusion_loss': 0.5087566375732422, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.48}
+{'train/ce_loss': 1.2104613780975342, 'train/diffusion_loss': 0.5560948252677917, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 191.0, 'epoch': 3.48}
+{'train/ce_loss': 1.3868848085403442, 'train/diffusion_loss': 0.5579273104667664, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 108.0, 'epoch': 3.48}
+{'train/ce_loss': 1.0047286748886108, 'train/diffusion_loss': 0.49092501401901245, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.48}
+{'train/ce_loss': 0.9399299025535583, 'train/diffusion_loss': 0.5681669116020203, 'epoch': 3.48}
+{'train/learning_rate_real': 1.122757546369744e-05, 'epoch': 3.48}
+{'loss': 18.5234, 'grad_norm': 22.272775650024414, 'learning_rate': 1.122757546369744e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 139.0, 'epoch': 3.5}
+{'train/ce_loss': 0.943536102771759, 'train/diffusion_loss': 0.4675966501235962, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 145.0, 'epoch': 3.5}
+{'train/ce_loss': 1.4979822635650635, 'train/diffusion_loss': 0.606609046459198, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 153.0, 'epoch': 3.5}
+{'train/ce_loss': 1.2339754104614258, 'train/diffusion_loss': 0.4705568253993988, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 63.0, 'epoch': 3.5}
+{'train/ce_loss': 0.5333651900291443, 'train/diffusion_loss': 0.39685961604118347, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 191.0, 'epoch': 3.5}
+{'train/ce_loss': 1.3681052923202515, 'train/diffusion_loss': 0.5237558484077454, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 194.0, 'epoch': 3.5}
+{'train/ce_loss': 1.2012475728988647, 'train/diffusion_loss': 0.4281999170780182, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.5}
+{'train/ce_loss': 1.0643008947372437, 'train/diffusion_loss': 0.5653184056282043, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.5}
+{'train/ce_loss': 1.2858664989471436, 'train/diffusion_loss': 0.5215610861778259, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 189.0, 'epoch': 3.5}
+{'train/ce_loss': 1.5550223588943481, 'train/diffusion_loss': 0.4597800076007843, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 176.0, 'epoch': 3.5}
+{'train/ce_loss': 1.4258180856704712, 'train/diffusion_loss': 0.47851547598838806, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.5}
+{'train/ce_loss': 1.1407958269119263, 'train/diffusion_loss': 0.5191730856895447, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 157.0, 'epoch': 3.5}
+{'train/ce_loss': 1.2253727912902832, 'train/diffusion_loss': 0.5144762992858887, 'epoch': 3.5}
+{'train/learning_rate_real': 1.1057783325329268e-05, 'epoch': 3.5}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 135.0, 'epoch': 3.51}
+{'train/ce_loss': 0.9881754517555237, 'train/diffusion_loss': 0.4369291067123413, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 378.0, 'debug/num_tok_loss': 198.0, 'debug/num_lat_total': 378.0, 'debug/num_lat_loss': 198.0, 'epoch': 3.51}
+{'train/ce_loss': 1.4116172790527344, 'train/diffusion_loss': 0.5120986104011536, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 157.0, 'epoch': 3.51}
+{'train/ce_loss': 1.2180019617080688, 'train/diffusion_loss': 0.6547778844833374, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 191.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 191.0, 'debug/num_lat_loss': 78.0, 'epoch': 3.51}
+{'train/ce_loss': 0.6631237268447876, 'train/diffusion_loss': 0.40318793058395386, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 168.0, 'epoch': 3.51}
+{'train/ce_loss': 1.332746982574463, 'train/diffusion_loss': 0.5629724860191345, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.51}
+{'train/ce_loss': 0.8625465035438538, 'train/diffusion_loss': 0.46069568395614624, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 101.0, 'epoch': 3.51}
+{'train/ce_loss': 0.9665902853012085, 'train/diffusion_loss': 0.4375614821910858, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 368.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 368.0, 'debug/num_lat_loss': 188.0, 'epoch': 3.51}
+{'train/ce_loss': 1.3343778848648071, 'train/diffusion_loss': 0.5077703595161438, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 177.0, 'epoch': 3.51}
+{'train/ce_loss': 1.381400465965271, 'train/diffusion_loss': 0.4873528778553009, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 168.0, 'epoch': 3.51}
+{'train/ce_loss': 1.0936983823776245, 'train/diffusion_loss': 0.47985950112342834, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.51}
+{'train/ce_loss': 1.1676511764526367, 'train/diffusion_loss': 0.5289105176925659, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 71.0, 'epoch': 3.51}
+{'train/ce_loss': 0.7516592741012573, 'train/diffusion_loss': 0.41174811124801636, 'epoch': 3.51}
+{'train/learning_rate_real': 1.0888919528330777e-05, 'epoch': 3.51}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 145.0, 'epoch': 3.52}
+{'train/ce_loss': 1.0029852390289307, 'train/diffusion_loss': 0.43710699677467346, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 64.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 64.0, 'epoch': 3.52}
+{'train/ce_loss': 0.7192217707633972, 'train/diffusion_loss': 0.4289729595184326, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 208.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 208.0, 'debug/num_lat_loss': 93.0, 'epoch': 3.52}
+{'train/ce_loss': 0.8784024119377136, 'train/diffusion_loss': 0.48653391003608704, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 97.0, 'epoch': 3.52}
+{'train/ce_loss': 0.8203921318054199, 'train/diffusion_loss': 0.43547317385673523, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 129.0, 'epoch': 3.52}
+{'train/ce_loss': 1.1795049905776978, 'train/diffusion_loss': 0.4674515128135681, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 94.0, 'epoch': 3.52}
+{'train/ce_loss': 1.1329058408737183, 'train/diffusion_loss': 0.48784664273262024, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 138.0, 'epoch': 3.52}
+{'train/ce_loss': 1.0963927507400513, 'train/diffusion_loss': 0.49040597677230835, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 174.0, 'epoch': 3.52}
+{'train/ce_loss': 1.2993829250335693, 'train/diffusion_loss': 0.49485713243484497, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.52}
+{'train/ce_loss': 1.0237268209457397, 'train/diffusion_loss': 0.4518573582172394, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.52}
+{'train/ce_loss': 1.0062856674194336, 'train/diffusion_loss': 0.552204966545105, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 104.0, 'epoch': 3.52}
+{'train/ce_loss': 0.8994288444519043, 'train/diffusion_loss': 0.44021520018577576, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 134.0, 'epoch': 3.52}
+{'train/ce_loss': 1.1758675575256348, 'train/diffusion_loss': 0.5574042201042175, 'epoch': 3.52}
+{'train/learning_rate_real': 1.0720995316484219e-05, 'epoch': 3.52}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 71.0, 'epoch': 3.53}
+{'train/ce_loss': 0.6818065047264099, 'train/diffusion_loss': 0.37504786252975464, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 77.0, 'epoch': 3.53}
+{'train/ce_loss': 0.7720220685005188, 'train/diffusion_loss': 0.4846154749393463, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 99.0, 'epoch': 3.53}
+{'train/ce_loss': 0.710057258605957, 'train/diffusion_loss': 0.44500184059143066, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 148.0, 'epoch': 3.53}
+{'train/ce_loss': 1.3385664224624634, 'train/diffusion_loss': 0.5393563508987427, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 130.0, 'epoch': 3.53}
+{'train/ce_loss': 1.0890955924987793, 'train/diffusion_loss': 0.45043668150901794, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.53}
+{'train/ce_loss': 1.046006441116333, 'train/diffusion_loss': 0.47906166315078735, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 166.0, 'epoch': 3.53}
+{'train/ce_loss': 1.2256232500076294, 'train/diffusion_loss': 0.5007309913635254, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 163.0, 'epoch': 3.53}
+{'train/ce_loss': 1.2958452701568604, 'train/diffusion_loss': 0.5514424443244934, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 168.0, 'epoch': 3.53}
+{'train/ce_loss': 0.9849414825439453, 'train/diffusion_loss': 0.47213926911354065, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 92.0, 'epoch': 3.53}
+{'train/ce_loss': 0.8224719166755676, 'train/diffusion_loss': 0.4421062171459198, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.53}
+{'train/ce_loss': 0.8410112857818604, 'train/diffusion_loss': 0.43131136894226074, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 142.0, 'epoch': 3.53}
+{'train/ce_loss': 1.0483967065811157, 'train/diffusion_loss': 0.591129720211029, 'epoch': 3.53}
+{'train/learning_rate_real': 1.0554021871009679e-05, 'epoch': 3.53}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 179.0, 'epoch': 3.54}
+{'train/ce_loss': 1.19643235206604, 'train/diffusion_loss': 0.5131118297576904, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 152.0, 'epoch': 3.54}
+{'train/ce_loss': 1.1753674745559692, 'train/diffusion_loss': 0.6404933333396912, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.54}
+{'train/ce_loss': 0.9180939793586731, 'train/diffusion_loss': 0.4783105254173279, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 59.0, 'epoch': 3.54}
+{'train/ce_loss': 0.6842566132545471, 'train/diffusion_loss': 0.4125436842441559, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 120.0, 'epoch': 3.54}
+{'train/ce_loss': 0.7820432782173157, 'train/diffusion_loss': 0.43906280398368835, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.54}
+{'train/ce_loss': 1.0340461730957031, 'train/diffusion_loss': 0.42682456970214844, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 81.0, 'epoch': 3.54}
+{'train/ce_loss': 0.8367568254470825, 'train/diffusion_loss': 0.4028662145137787, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 197.0, 'epoch': 3.54}
+{'train/ce_loss': 1.5176403522491455, 'train/diffusion_loss': 0.4752870202064514, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 136.0, 'epoch': 3.54}
+{'train/ce_loss': 0.9460662603378296, 'train/diffusion_loss': 0.47195377945899963, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.54}
+{'train/ce_loss': 1.1709662675857544, 'train/diffusion_loss': 0.47177302837371826, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 112.0, 'epoch': 3.54}
+{'train/ce_loss': 0.8733684420585632, 'train/diffusion_loss': 0.4020557105541229, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.54}
+{'train/ce_loss': 1.2821985483169556, 'train/diffusion_loss': 0.4607006907463074, 'epoch': 3.54}
+{'train/learning_rate_real': 1.0388010309820512e-05, 'epoch': 3.54}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 80.0, 'epoch': 3.56}
+{'train/ce_loss': 0.6821556091308594, 'train/diffusion_loss': 0.45098868012428284, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 3.56}
+{'train/ce_loss': 0.8077830672264099, 'train/diffusion_loss': 0.4106513559818268, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.56}
+{'train/ce_loss': 1.360818862915039, 'train/diffusion_loss': 0.46414005756378174, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 97.0, 'epoch': 3.56}
+{'train/ce_loss': 0.725757896900177, 'train/diffusion_loss': 0.4334426522254944, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 166.0, 'epoch': 3.56}
+{'train/ce_loss': 1.2375681400299072, 'train/diffusion_loss': 0.5569610595703125, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 145.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 145.0, 'debug/num_lat_loss': 71.0, 'epoch': 3.56}
+{'train/ce_loss': 0.832970917224884, 'train/diffusion_loss': 0.4872680902481079, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 74.0, 'epoch': 3.56}
+{'train/ce_loss': 0.6678391695022583, 'train/diffusion_loss': 0.4501146078109741, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 143.0, 'epoch': 3.56}
+{'train/ce_loss': 1.5346695184707642, 'train/diffusion_loss': 0.5921921133995056, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 163.0, 'epoch': 3.56}
+{'train/ce_loss': 1.33319091796875, 'train/diffusion_loss': 0.4900059103965759, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 203.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 203.0, 'epoch': 3.56}
+{'train/ce_loss': 1.2074971199035645, 'train/diffusion_loss': 0.5649843215942383, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 231.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 231.0, 'epoch': 3.56}
+{'train/ce_loss': 1.3221840858459473, 'train/diffusion_loss': 0.5427204966545105, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 90.0, 'epoch': 3.56}
+{'train/ce_loss': 0.913577139377594, 'train/diffusion_loss': 0.4416830241680145, 'epoch': 3.56}
+{'train/learning_rate_real': 1.022297168678309e-05, 'epoch': 3.56}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 100.0, 'epoch': 3.57}
+{'train/ce_loss': 0.7177219390869141, 'train/diffusion_loss': 0.44015753269195557, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 137.0, 'epoch': 3.57}
+{'train/ce_loss': 1.1789295673370361, 'train/diffusion_loss': 0.46071135997772217, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 101.0, 'epoch': 3.57}
+{'train/ce_loss': 0.9428837299346924, 'train/diffusion_loss': 0.44742506742477417, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.57}
+{'train/ce_loss': 0.8672154545783997, 'train/diffusion_loss': 0.462527334690094, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.57}
+{'train/ce_loss': 0.9857450127601624, 'train/diffusion_loss': 0.4782119393348694, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.57}
+{'train/ce_loss': 1.222599744796753, 'train/diffusion_loss': 0.5032119154930115, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 114.0, 'epoch': 3.57}
+{'train/ce_loss': 0.9763298034667969, 'train/diffusion_loss': 0.4678639769554138, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 117.0, 'epoch': 3.57}
+{'train/ce_loss': 0.9860495924949646, 'train/diffusion_loss': 0.49912673234939575, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 177.0, 'epoch': 3.57}
+{'train/ce_loss': 1.089463472366333, 'train/diffusion_loss': 0.5195103883743286, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 227.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 227.0, 'debug/num_lat_loss': 114.0, 'epoch': 3.57}
+{'train/ce_loss': 0.9595104455947876, 'train/diffusion_loss': 0.48842400312423706, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 114.0, 'epoch': 3.57}
+{'train/ce_loss': 0.9222309589385986, 'train/diffusion_loss': 0.5032032132148743, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 78.0, 'epoch': 3.57}
+{'train/ce_loss': 0.686172604560852, 'train/diffusion_loss': 0.47932660579681396, 'epoch': 3.57}
+{'train/learning_rate_real': 1.0058916990980782e-05, 'epoch': 3.57}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 151.0, 'epoch': 3.58}
+{'train/ce_loss': 1.025600790977478, 'train/diffusion_loss': 0.5229589343070984, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 95.0, 'epoch': 3.58}
+{'train/ce_loss': 0.9224975109100342, 'train/diffusion_loss': 0.43399831652641296, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 139.0, 'epoch': 3.58}
+{'train/ce_loss': 0.8743874430656433, 'train/diffusion_loss': 0.42684173583984375, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 390.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 390.0, 'debug/num_lat_loss': 204.0, 'epoch': 3.58}
+{'train/ce_loss': 1.4350789785385132, 'train/diffusion_loss': 0.4757517874240875, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.58}
+{'train/ce_loss': 1.0075114965438843, 'train/diffusion_loss': 0.4160858988761902, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 75.0, 'epoch': 3.58}
+{'train/ce_loss': 0.7838224172592163, 'train/diffusion_loss': 0.4491722583770752, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 105.0, 'epoch': 3.58}
+{'train/ce_loss': 0.9979601502418518, 'train/diffusion_loss': 0.5135087966918945, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 330.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 330.0, 'debug/num_lat_loss': 191.0, 'epoch': 3.58}
+{'train/ce_loss': 1.0534262657165527, 'train/diffusion_loss': 0.48656803369522095, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 213.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 213.0, 'debug/num_lat_loss': 74.0, 'epoch': 3.58}
+{'train/ce_loss': 0.6438645124435425, 'train/diffusion_loss': 0.4303043484687805, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 188.0, 'epoch': 3.58}
+{'train/ce_loss': 1.219655156135559, 'train/diffusion_loss': 0.4670003652572632, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 138.0, 'epoch': 3.58}
+{'train/ce_loss': 1.1249250173568726, 'train/diffusion_loss': 0.5326042175292969, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.58}
+{'train/ce_loss': 1.263968586921692, 'train/diffusion_loss': 0.4722195267677307, 'epoch': 3.58}
+{'train/learning_rate_real': 9.895857145982232e-06, 'epoch': 3.58}
+{'debug/num_tok_total': 398.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 398.0, 'debug/num_lat_loss': 218.0, 'epoch': 3.59}
+{'train/ce_loss': 1.57940673828125, 'train/diffusion_loss': 0.5147472620010376, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 192.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 192.0, 'epoch': 3.59}
+{'train/ce_loss': 0.9629126787185669, 'train/diffusion_loss': 0.5355823040008545, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 182.0, 'epoch': 3.59}
+{'train/ce_loss': 1.5827711820602417, 'train/diffusion_loss': 0.5090317726135254, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 191.0, 'epoch': 3.59}
+{'train/ce_loss': 1.4000734090805054, 'train/diffusion_loss': 0.5315264463424683, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 108.0, 'epoch': 3.59}
+{'train/ce_loss': 1.124803900718689, 'train/diffusion_loss': 0.5042791962623596, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.59}
+{'train/ce_loss': 0.8482071757316589, 'train/diffusion_loss': 0.45566150546073914, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.59}
+{'train/ce_loss': 1.4935132265090942, 'train/diffusion_loss': 0.5944904088973999, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 164.0, 'epoch': 3.59}
+{'train/ce_loss': 1.3064173460006714, 'train/diffusion_loss': 0.47970643639564514, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 55.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 55.0, 'epoch': 3.59}
+{'train/ce_loss': 0.5962330102920532, 'train/diffusion_loss': 0.389504998922348, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 172.0, 'epoch': 3.59}
+{'train/ce_loss': 1.2272530794143677, 'train/diffusion_loss': 0.4848615825176239, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 138.0, 'epoch': 3.59}
+{'train/ce_loss': 1.099687099456787, 'train/diffusion_loss': 0.49309971928596497, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.59}
+{'train/ce_loss': 0.7157198190689087, 'train/diffusion_loss': 0.5056627988815308, 'epoch': 3.59}
+{'train/learning_rate_real': 9.733803009114045e-06, 'epoch': 3.59}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.6}
+{'train/ce_loss': 1.2185553312301636, 'train/diffusion_loss': 0.45899203419685364, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 150.0, 'epoch': 3.6}
+{'train/ce_loss': 1.4522258043289185, 'train/diffusion_loss': 0.5480719804763794, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.6}
+{'train/ce_loss': 1.2569279670715332, 'train/diffusion_loss': 0.45988622307777405, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 107.0, 'epoch': 3.6}
+{'train/ce_loss': 1.0540308952331543, 'train/diffusion_loss': 0.5258688926696777, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 93.0, 'epoch': 3.6}
+{'train/ce_loss': 0.763626217842102, 'train/diffusion_loss': 0.41863685846328735, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 106.0, 'epoch': 3.6}
+{'train/ce_loss': 0.9875142574310303, 'train/diffusion_loss': 0.5402423739433289, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 164.0, 'epoch': 3.6}
+{'train/ce_loss': 1.1657967567443848, 'train/diffusion_loss': 0.4950467050075531, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 108.0, 'epoch': 3.6}
+{'train/ce_loss': 1.0026018619537354, 'train/diffusion_loss': 0.4649737477302551, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'debug/num_tok_total': 181.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 181.0, 'debug/num_lat_loss': 107.0, 'epoch': 3.6}
+{'train/ce_loss': 1.183640956878662, 'train/diffusion_loss': 0.48687484860420227, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 118.0, 'epoch': 3.6}
+{'train/ce_loss': 1.056993007659912, 'train/diffusion_loss': 0.4642106592655182, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 180.0, 'epoch': 3.6}
+{'train/ce_loss': 1.3175146579742432, 'train/diffusion_loss': 0.47070297598838806, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.6}
+{'train/ce_loss': 1.201788306236267, 'train/diffusion_loss': 0.5140175223350525, 'epoch': 3.6}
+{'train/learning_rate_real': 9.572765370737815e-06, 'epoch': 3.6}
+{'loss': 18.0806, 'grad_norm': 22.841135025024414, 'learning_rate': 9.572765370737815e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 185.0, 'epoch': 3.62}
+{'train/ce_loss': 1.40000581741333, 'train/diffusion_loss': 0.5464483499526978, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 166.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 166.0, 'debug/num_lat_loss': 92.0, 'epoch': 3.62}
+{'train/ce_loss': 1.0176808834075928, 'train/diffusion_loss': 0.5057883858680725, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 131.0, 'epoch': 3.62}
+{'train/ce_loss': 1.1547690629959106, 'train/diffusion_loss': 0.534613847732544, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 164.0, 'epoch': 3.62}
+{'train/ce_loss': 1.285321831703186, 'train/diffusion_loss': 0.49051791429519653, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 70.0, 'epoch': 3.62}
+{'train/ce_loss': 0.6278142333030701, 'train/diffusion_loss': 0.40343496203422546, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.62}
+{'train/ce_loss': 1.1528507471084595, 'train/diffusion_loss': 0.4782544672489166, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 425.0, 'debug/num_tok_loss': 231.0, 'debug/num_lat_total': 425.0, 'debug/num_lat_loss': 231.0, 'epoch': 3.62}
+{'train/ce_loss': 1.3354880809783936, 'train/diffusion_loss': 0.5096422433853149, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 169.0, 'epoch': 3.62}
+{'train/ce_loss': 1.647873044013977, 'train/diffusion_loss': 0.5887852311134338, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 182.0, 'epoch': 3.62}
+{'train/ce_loss': 1.2671616077423096, 'train/diffusion_loss': 0.4981080889701843, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 169.0, 'epoch': 3.62}
+{'train/ce_loss': 1.186579704284668, 'train/diffusion_loss': 0.49951162934303284, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 171.0, 'epoch': 3.62}
+{'train/ce_loss': 1.3739842176437378, 'train/diffusion_loss': 0.4870866537094116, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 95.0, 'epoch': 3.62}
+{'train/ce_loss': 0.6826668381690979, 'train/diffusion_loss': 0.42882266640663147, 'epoch': 3.62}
+{'train/learning_rate_real': 9.412754953531663e-06, 'epoch': 3.62}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 153.0, 'epoch': 3.63}
+{'train/ce_loss': 1.2848646640777588, 'train/diffusion_loss': 0.5165134072303772, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 84.0, 'epoch': 3.63}
+{'train/ce_loss': 0.6148840188980103, 'train/diffusion_loss': 0.46106138825416565, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.63}
+{'train/ce_loss': 1.0817359685897827, 'train/diffusion_loss': 0.4601197838783264, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 108.0, 'epoch': 3.63}
+{'train/ce_loss': 0.9719057679176331, 'train/diffusion_loss': 0.4652131497859955, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.63}
+{'train/ce_loss': 1.0799503326416016, 'train/diffusion_loss': 0.4538879096508026, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 150.0, 'epoch': 3.63}
+{'train/ce_loss': 1.1841888427734375, 'train/diffusion_loss': 0.49154338240623474, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 130.0, 'epoch': 3.63}
+{'train/ce_loss': 1.2289866209030151, 'train/diffusion_loss': 0.5272080898284912, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 131.0, 'epoch': 3.63}
+{'train/ce_loss': 1.1473896503448486, 'train/diffusion_loss': 0.48434820771217346, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 73.0, 'epoch': 3.63}
+{'train/ce_loss': 0.7975846529006958, 'train/diffusion_loss': 0.37691983580589294, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 227.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 227.0, 'debug/num_lat_loss': 83.0, 'epoch': 3.63}
+{'train/ce_loss': 0.7008953094482422, 'train/diffusion_loss': 0.4086964428424835, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 167.0, 'epoch': 3.63}
+{'train/ce_loss': 1.1837362051010132, 'train/diffusion_loss': 0.4644107222557068, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 160.0, 'epoch': 3.63}
+{'train/ce_loss': 1.122168779373169, 'train/diffusion_loss': 0.46248960494995117, 'epoch': 3.63}
+{'train/learning_rate_real': 9.253782411776282e-06, 'epoch': 3.63}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 183.0, 'epoch': 3.64}
+{'train/ce_loss': 1.314711332321167, 'train/diffusion_loss': 0.49521946907043457, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 130.0, 'epoch': 3.64}
+{'train/ce_loss': 1.1058015823364258, 'train/diffusion_loss': 0.4731026291847229, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 221.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 221.0, 'epoch': 3.64}
+{'train/ce_loss': 1.411751389503479, 'train/diffusion_loss': 0.5346733331680298, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 122.0, 'epoch': 3.64}
+{'train/ce_loss': 0.8531500101089478, 'train/diffusion_loss': 0.5396388173103333, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 98.0, 'epoch': 3.64}
+{'train/ce_loss': 0.8164184093475342, 'train/diffusion_loss': 0.43923842906951904, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 54.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 54.0, 'epoch': 3.64}
+{'train/ce_loss': 0.4748820662498474, 'train/diffusion_loss': 0.3657864034175873, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 144.0, 'epoch': 3.64}
+{'train/ce_loss': 1.0880106687545776, 'train/diffusion_loss': 0.4829064607620239, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 183.0, 'epoch': 3.64}
+{'train/ce_loss': 1.281914234161377, 'train/diffusion_loss': 0.5354524254798889, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 117.0, 'epoch': 3.64}
+{'train/ce_loss': 1.08484947681427, 'train/diffusion_loss': 0.4867587089538574, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 131.0, 'epoch': 3.64}
+{'train/ce_loss': 1.2419230937957764, 'train/diffusion_loss': 0.4682266116142273, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.64}
+{'train/ce_loss': 1.2137188911437988, 'train/diffusion_loss': 0.5389291644096375, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 166.0, 'epoch': 3.64}
+{'train/ce_loss': 1.1795610189437866, 'train/diffusion_loss': 0.549237847328186, 'epoch': 3.64}
+{'train/learning_rate_real': 9.095858330645507e-06, 'epoch': 3.64}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 160.0, 'epoch': 3.65}
+{'train/ce_loss': 1.3118613958358765, 'train/diffusion_loss': 0.5278913378715515, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.65}
+{'train/ce_loss': 1.0863288640975952, 'train/diffusion_loss': 0.4551636576652527, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 179.0, 'epoch': 3.65}
+{'train/ce_loss': 1.3896701335906982, 'train/diffusion_loss': 0.5254043340682983, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 174.0, 'epoch': 3.65}
+{'train/ce_loss': 1.6242666244506836, 'train/diffusion_loss': 0.4418180584907532, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 165.0, 'epoch': 3.65}
+{'train/ce_loss': 1.444028377532959, 'train/diffusion_loss': 0.4872203469276428, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 173.0, 'epoch': 3.65}
+{'train/ce_loss': 1.1555689573287964, 'train/diffusion_loss': 0.47808024287223816, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 182.0, 'epoch': 3.65}
+{'train/ce_loss': 1.14523446559906, 'train/diffusion_loss': 0.5516150593757629, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 101.0, 'epoch': 3.65}
+{'train/ce_loss': 1.0448507070541382, 'train/diffusion_loss': 0.4844423830509186, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 118.0, 'epoch': 3.65}
+{'train/ce_loss': 0.8764650225639343, 'train/diffusion_loss': 0.48404034972190857, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 206.0, 'epoch': 3.65}
+{'train/ce_loss': 1.4729249477386475, 'train/diffusion_loss': 0.47821271419525146, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 173.0, 'epoch': 3.65}
+{'train/ce_loss': 1.446960687637329, 'train/diffusion_loss': 0.48891812562942505, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 183.0, 'epoch': 3.65}
+{'train/ce_loss': 1.5124876499176025, 'train/diffusion_loss': 0.5614194273948669, 'epoch': 3.65}
+{'train/learning_rate_real': 8.938993225501497e-06, 'epoch': 3.65}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.67}
+{'train/ce_loss': 1.4651678800582886, 'train/diffusion_loss': 0.5137969851493835, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 101.0, 'epoch': 3.67}
+{'train/ce_loss': 0.845695972442627, 'train/diffusion_loss': 0.47055745124816895, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 114.0, 'epoch': 3.67}
+{'train/ce_loss': 0.791163980960846, 'train/diffusion_loss': 0.4083766043186188, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 176.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 176.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.67}
+{'train/ce_loss': 0.8477064371109009, 'train/diffusion_loss': 0.43832576274871826, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 106.0, 'epoch': 3.67}
+{'train/ce_loss': 1.1178933382034302, 'train/diffusion_loss': 0.480531245470047, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.67}
+{'train/ce_loss': 1.0859949588775635, 'train/diffusion_loss': 0.5049706697463989, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 87.0, 'epoch': 3.67}
+{'train/ce_loss': 0.5779942870140076, 'train/diffusion_loss': 0.4390261769294739, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.67}
+{'train/ce_loss': 0.9374088644981384, 'train/diffusion_loss': 0.4316287934780121, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 107.0, 'epoch': 3.67}
+{'train/ce_loss': 0.9454624056816101, 'train/diffusion_loss': 0.4556068778038025, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.67}
+{'train/ce_loss': 1.2217833995819092, 'train/diffusion_loss': 0.5698239803314209, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 196.0, 'epoch': 3.67}
+{'train/ce_loss': 1.2323716878890991, 'train/diffusion_loss': 0.503859281539917, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 154.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 154.0, 'epoch': 3.67}
+{'train/ce_loss': 1.0149694681167603, 'train/diffusion_loss': 0.4618777334690094, 'epoch': 3.67}
+{'train/learning_rate_real': 8.78319754119461e-06, 'epoch': 3.67}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 99.0, 'epoch': 3.68}
+{'train/ce_loss': 1.0914530754089355, 'train/diffusion_loss': 0.4887562096118927, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.68}
+{'train/ce_loss': 1.1973271369934082, 'train/diffusion_loss': 0.5013680458068848, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 104.0, 'epoch': 3.68}
+{'train/ce_loss': 1.0823057889938354, 'train/diffusion_loss': 0.48506686091423035, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 171.0, 'epoch': 3.68}
+{'train/ce_loss': 0.7815991044044495, 'train/diffusion_loss': 0.5062922239303589, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 195.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 195.0, 'debug/num_lat_loss': 80.0, 'epoch': 3.68}
+{'train/ce_loss': 0.7398874759674072, 'train/diffusion_loss': 0.4877742826938629, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 101.0, 'epoch': 3.68}
+{'train/ce_loss': 0.8057398796081543, 'train/diffusion_loss': 0.4854305684566498, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 359.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 359.0, 'debug/num_lat_loss': 182.0, 'epoch': 3.68}
+{'train/ce_loss': 1.262620210647583, 'train/diffusion_loss': 0.4515630900859833, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 87.0, 'epoch': 3.68}
+{'train/ce_loss': 0.8547085523605347, 'train/diffusion_loss': 0.42925775051116943, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 141.0, 'epoch': 3.68}
+{'train/ce_loss': 1.147374153137207, 'train/diffusion_loss': 0.4688494801521301, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.68}
+{'train/ce_loss': 1.3423823118209839, 'train/diffusion_loss': 0.5553747415542603, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.68}
+{'train/ce_loss': 0.9228368401527405, 'train/diffusion_loss': 0.5281606912612915, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 108.0, 'epoch': 3.68}
+{'train/ce_loss': 0.9020630717277527, 'train/diffusion_loss': 0.4485629200935364, 'epoch': 3.68}
+{'train/learning_rate_real': 8.628481651367876e-06, 'epoch': 3.68}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 151.0, 'epoch': 3.69}
+{'train/ce_loss': 1.230535864830017, 'train/diffusion_loss': 0.556000828742981, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 153.0, 'epoch': 3.69}
+{'train/ce_loss': 0.9142463803291321, 'train/diffusion_loss': 0.5026898384094238, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 125.0, 'epoch': 3.69}
+{'train/ce_loss': 1.0090049505233765, 'train/diffusion_loss': 0.5143941044807434, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 118.0, 'epoch': 3.69}
+{'train/ce_loss': 1.0840219259262085, 'train/diffusion_loss': 0.455156534910202, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 130.0, 'epoch': 3.69}
+{'train/ce_loss': 1.0145509243011475, 'train/diffusion_loss': 0.5282585620880127, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 101.0, 'epoch': 3.69}
+{'train/ce_loss': 0.9163987040519714, 'train/diffusion_loss': 0.4489313066005707, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 165.0, 'epoch': 3.69}
+{'train/ce_loss': 1.1662734746932983, 'train/diffusion_loss': 0.5607773661613464, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 120.0, 'epoch': 3.69}
+{'train/ce_loss': 1.0483219623565674, 'train/diffusion_loss': 0.49522459506988525, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 94.0, 'epoch': 3.69}
+{'train/ce_loss': 0.8393154144287109, 'train/diffusion_loss': 0.47088855504989624, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 122.0, 'epoch': 3.69}
+{'train/ce_loss': 1.1459863185882568, 'train/diffusion_loss': 0.5010415315628052, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 137.0, 'epoch': 3.69}
+{'train/ce_loss': 0.9474834203720093, 'train/diffusion_loss': 0.5304452180862427, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 117.0, 'epoch': 3.69}
+{'train/ce_loss': 1.1670008897781372, 'train/diffusion_loss': 0.524610698223114, 'epoch': 3.69}
+{'train/learning_rate_real': 8.474855857766304e-06, 'epoch': 3.69}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 213.0, 'epoch': 3.7}
+{'train/ce_loss': 1.5939000844955444, 'train/diffusion_loss': 0.4647514522075653, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.7}
+{'train/ce_loss': 0.9682084321975708, 'train/diffusion_loss': 0.4935918152332306, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 161.0, 'epoch': 3.7}
+{'train/ce_loss': 1.1364505290985107, 'train/diffusion_loss': 0.48217934370040894, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 389.0, 'debug/num_tok_loss': 211.0, 'debug/num_lat_total': 389.0, 'debug/num_lat_loss': 211.0, 'epoch': 3.7}
+{'train/ce_loss': 1.5454679727554321, 'train/diffusion_loss': 0.46723270416259766, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 162.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 162.0, 'debug/num_lat_loss': 88.0, 'epoch': 3.7}
+{'train/ce_loss': 0.7063302397727966, 'train/diffusion_loss': 0.43912672996520996, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 181.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 181.0, 'epoch': 3.7}
+{'train/ce_loss': 1.0592775344848633, 'train/diffusion_loss': 0.4978914260864258, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.7}
+{'train/ce_loss': 1.0815134048461914, 'train/diffusion_loss': 0.4961429238319397, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 194.0, 'epoch': 3.7}
+{'train/ce_loss': 1.2821415662765503, 'train/diffusion_loss': 0.5369076728820801, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.7}
+{'train/ce_loss': 0.9492237567901611, 'train/diffusion_loss': 0.43256089091300964, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.7}
+{'train/ce_loss': 1.1396429538726807, 'train/diffusion_loss': 0.43966495990753174, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 186.0, 'epoch': 3.7}
+{'train/ce_loss': 1.4590946435928345, 'train/diffusion_loss': 0.49163341522216797, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.7}
+{'train/ce_loss': 1.0300257205963135, 'train/diffusion_loss': 0.5081706047058105, 'epoch': 3.7}
+{'train/learning_rate_real': 8.322330389550942e-06, 'epoch': 3.7}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 130.0, 'epoch': 3.71}
+{'train/ce_loss': 1.1787539720535278, 'train/diffusion_loss': 0.49474406242370605, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 140.0, 'epoch': 3.71}
+{'train/ce_loss': 1.3648661375045776, 'train/diffusion_loss': 0.5133065581321716, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 107.0, 'epoch': 3.71}
+{'train/ce_loss': 0.9560919404029846, 'train/diffusion_loss': 0.47390809655189514, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 172.0, 'epoch': 3.71}
+{'train/ce_loss': 0.8911159038543701, 'train/diffusion_loss': 0.535388708114624, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 185.0, 'epoch': 3.71}
+{'train/ce_loss': 1.2375280857086182, 'train/diffusion_loss': 0.47361913323402405, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.71}
+{'train/ce_loss': 0.9202603697776794, 'train/diffusion_loss': 0.4154420495033264, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 138.0, 'epoch': 3.71}
+{'train/ce_loss': 0.8284679055213928, 'train/diffusion_loss': 0.4255942106246948, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 75.0, 'epoch': 3.71}
+{'train/ce_loss': 0.7124823927879333, 'train/diffusion_loss': 0.5113503336906433, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 130.0, 'epoch': 3.71}
+{'train/ce_loss': 1.292240023612976, 'train/diffusion_loss': 0.49198397994041443, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 123.0, 'epoch': 3.71}
+{'train/ce_loss': 0.9528331160545349, 'train/diffusion_loss': 0.456755131483078, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 135.0, 'epoch': 3.71}
+{'train/ce_loss': 0.9516406655311584, 'train/diffusion_loss': 0.5311969518661499, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 163.0, 'epoch': 3.71}
+{'train/ce_loss': 1.2664508819580078, 'train/diffusion_loss': 0.46318596601486206, 'epoch': 3.71}
+{'train/learning_rate_real': 8.170915402617741e-06, 'epoch': 3.71}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 164.0, 'epoch': 3.73}
+{'train/ce_loss': 1.283772349357605, 'train/diffusion_loss': 0.5003281235694885, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 219.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 219.0, 'epoch': 3.73}
+{'train/ce_loss': 1.2631655931472778, 'train/diffusion_loss': 0.4771425127983093, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'debug/num_tok_total': 420.0, 'debug/num_tok_loss': 223.0, 'debug/num_lat_total': 420.0, 'debug/num_lat_loss': 223.0, 'epoch': 3.73}
+{'train/ce_loss': 1.217313528060913, 'train/diffusion_loss': 0.5738884806632996, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 130.0, 'epoch': 3.73}
+{'train/ce_loss': 0.9339009523391724, 'train/diffusion_loss': 0.5441314578056335, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 121.0, 'epoch': 3.73}
+{'train/ce_loss': 0.9881211519241333, 'train/diffusion_loss': 0.49950742721557617, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'debug/num_tok_total': 423.0, 'debug/num_tok_loss': 237.0, 'debug/num_lat_total': 423.0, 'debug/num_lat_loss': 237.0, 'epoch': 3.73}
+{'train/ce_loss': 1.6506978273391724, 'train/diffusion_loss': 0.5016527771949768, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 207.0, 'epoch': 3.73}
+{'train/ce_loss': 1.5843781232833862, 'train/diffusion_loss': 0.5119926929473877, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 161.0, 'epoch': 3.73}
+{'train/ce_loss': 1.113049030303955, 'train/diffusion_loss': 0.45549723505973816, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 140.0, 'epoch': 3.73}
+{'train/ce_loss': 1.0422122478485107, 'train/diffusion_loss': 0.509261429309845, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 93.0, 'epoch': 3.73}
+{'train/ce_loss': 0.7529410719871521, 'train/diffusion_loss': 0.47953885793685913, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 150.0, 'epoch': 3.73}
+{'train/ce_loss': 0.9878153204917908, 'train/diffusion_loss': 0.5640465021133423, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.73}
+{'train/ce_loss': 1.2348322868347168, 'train/diffusion_loss': 0.4637931287288666, 'epoch': 3.73}
+{'train/learning_rate_real': 8.020620978921382e-06, 'epoch': 3.73}
+{'loss': 18.4209, 'grad_norm': 22.254289627075195, 'learning_rate': 8.020620978921382e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.74}
+{'train/ce_loss': 0.9130740165710449, 'train/diffusion_loss': 0.4572013318538666, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 130.0, 'epoch': 3.74}
+{'train/ce_loss': 0.4906670153141022, 'train/diffusion_loss': 0.48456069827079773, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 100.0, 'epoch': 3.74}
+{'train/ce_loss': 0.9097836017608643, 'train/diffusion_loss': 0.5755853056907654, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 89.0, 'epoch': 3.74}
+{'train/ce_loss': 0.8627442121505737, 'train/diffusion_loss': 0.4616635739803314, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 106.0, 'epoch': 3.74}
+{'train/ce_loss': 1.137461543083191, 'train/diffusion_loss': 0.4063264727592468, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 66.0, 'epoch': 3.74}
+{'train/ce_loss': 0.6112474203109741, 'train/diffusion_loss': 0.41144999861717224, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 151.0, 'epoch': 3.74}
+{'train/ce_loss': 1.2756682634353638, 'train/diffusion_loss': 0.5596126317977905, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 196.0, 'epoch': 3.74}
+{'train/ce_loss': 1.2607698440551758, 'train/diffusion_loss': 0.4405510425567627, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 76.0, 'epoch': 3.74}
+{'train/ce_loss': 0.5993490815162659, 'train/diffusion_loss': 0.5224405527114868, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 165.0, 'epoch': 3.74}
+{'train/ce_loss': 1.2267298698425293, 'train/diffusion_loss': 0.513531506061554, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 380.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 380.0, 'debug/num_lat_loss': 197.0, 'epoch': 3.74}
+{'train/ce_loss': 0.987899899482727, 'train/diffusion_loss': 0.5218641757965088, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 135.0, 'epoch': 3.74}
+{'train/ce_loss': 1.0192395448684692, 'train/diffusion_loss': 0.46698880195617676, 'epoch': 3.74}
+{'train/learning_rate_real': 7.871457125803896e-06, 'epoch': 3.74}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 178.0, 'epoch': 3.75}
+{'train/ce_loss': 1.279088020324707, 'train/diffusion_loss': 0.5385061502456665, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 182.0, 'debug/num_tok_loss': 53.0, 'debug/num_lat_total': 182.0, 'debug/num_lat_loss': 53.0, 'epoch': 3.75}
+{'train/ce_loss': 0.5768215656280518, 'train/diffusion_loss': 0.39141249656677246, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 185.0, 'epoch': 3.75}
+{'train/ce_loss': 1.459173321723938, 'train/diffusion_loss': 0.5135564208030701, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.75}
+{'train/ce_loss': 0.9344589114189148, 'train/diffusion_loss': 0.4589281380176544, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 171.0, 'epoch': 3.75}
+{'train/ce_loss': 1.0865745544433594, 'train/diffusion_loss': 0.4497930407524109, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 141.0, 'epoch': 3.75}
+{'train/ce_loss': 1.0477662086486816, 'train/diffusion_loss': 0.5223113894462585, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 151.0, 'epoch': 3.75}
+{'train/ce_loss': 1.4697455167770386, 'train/diffusion_loss': 0.5319162607192993, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 208.0, 'epoch': 3.75}
+{'train/ce_loss': 1.494204044342041, 'train/diffusion_loss': 0.5405341386795044, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 183.0, 'epoch': 3.75}
+{'train/ce_loss': 1.0874966382980347, 'train/diffusion_loss': 0.6026153564453125, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.75}
+{'train/ce_loss': 1.0507720708847046, 'train/diffusion_loss': 0.4751054048538208, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 112.0, 'epoch': 3.75}
+{'train/ce_loss': 1.0706535577774048, 'train/diffusion_loss': 0.4736676514148712, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.75}
+{'train/ce_loss': 1.0636076927185059, 'train/diffusion_loss': 0.5388039350509644, 'epoch': 3.75}
+{'train/learning_rate_real': 7.723433775328384e-06, 'epoch': 3.75}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.76}
+{'train/ce_loss': 1.1100274324417114, 'train/diffusion_loss': 0.5044846534729004, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 88.0, 'epoch': 3.76}
+{'train/ce_loss': 0.7694198489189148, 'train/diffusion_loss': 0.45493370294570923, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 124.0, 'epoch': 3.76}
+{'train/ce_loss': 1.081861972808838, 'train/diffusion_loss': 0.4764736294746399, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.76}
+{'train/ce_loss': 1.0489001274108887, 'train/diffusion_loss': 0.5809482932090759, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 218.0, 'epoch': 3.76}
+{'train/ce_loss': 1.454487681388855, 'train/diffusion_loss': 0.504581868648529, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 143.0, 'epoch': 3.76}
+{'train/ce_loss': 1.2022918462753296, 'train/diffusion_loss': 0.4807528853416443, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 173.0, 'epoch': 3.76}
+{'train/ce_loss': 1.2637687921524048, 'train/diffusion_loss': 0.4771835505962372, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 187.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 187.0, 'epoch': 3.76}
+{'train/ce_loss': 1.341959834098816, 'train/diffusion_loss': 0.5057668685913086, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 185.0, 'epoch': 3.76}
+{'train/ce_loss': 1.6765652894973755, 'train/diffusion_loss': 0.5516824722290039, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 103.0, 'epoch': 3.76}
+{'train/ce_loss': 1.0929073095321655, 'train/diffusion_loss': 0.4982510507106781, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 197.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 197.0, 'debug/num_lat_loss': 84.0, 'epoch': 3.76}
+{'train/ce_loss': 0.6877880692481995, 'train/diffusion_loss': 0.44309577345848083, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 129.0, 'epoch': 3.76}
+{'train/ce_loss': 0.9103332161903381, 'train/diffusion_loss': 0.4396614134311676, 'epoch': 3.76}
+{'train/learning_rate_real': 7.576560783617668e-06, 'epoch': 3.76}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 68.0, 'epoch': 3.77}
+{'train/ce_loss': 0.56205815076828, 'train/diffusion_loss': 0.4718847870826721, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.77}
+{'train/ce_loss': 1.1730362176895142, 'train/diffusion_loss': 0.5769457817077637, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 249.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 249.0, 'debug/num_lat_loss': 136.0, 'epoch': 3.77}
+{'train/ce_loss': 1.045670509338379, 'train/diffusion_loss': 0.46746841073036194, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 51.0, 'epoch': 3.77}
+{'train/ce_loss': 0.5172677636146545, 'train/diffusion_loss': 0.44951584935188293, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.77}
+{'train/ce_loss': 1.0595695972442627, 'train/diffusion_loss': 0.49434229731559753, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 118.0, 'epoch': 3.77}
+{'train/ce_loss': 1.0113334655761719, 'train/diffusion_loss': 0.48989126086235046, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.77}
+{'train/ce_loss': 1.230443000793457, 'train/diffusion_loss': 0.46753355860710144, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 61.0, 'epoch': 3.77}
+{'train/ce_loss': 0.791663408279419, 'train/diffusion_loss': 0.38283687829971313, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 383.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 383.0, 'debug/num_lat_loss': 189.0, 'epoch': 3.77}
+{'train/ce_loss': 1.3326948881149292, 'train/diffusion_loss': 0.5274030566215515, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 77.0, 'epoch': 3.77}
+{'train/ce_loss': 0.7976363301277161, 'train/diffusion_loss': 0.4217815101146698, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 189.0, 'epoch': 3.77}
+{'train/ce_loss': 1.461801528930664, 'train/diffusion_loss': 0.5051441192626953, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 131.0, 'epoch': 3.77}
+{'train/ce_loss': 1.0641710758209229, 'train/diffusion_loss': 0.47068578004837036, 'epoch': 3.77}
+{'train/learning_rate_real': 7.430847930198009e-06, 'epoch': 3.77}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.79}
+{'train/ce_loss': 1.1362247467041016, 'train/diffusion_loss': 0.42739158868789673, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.79}
+{'train/ce_loss': 1.077171802520752, 'train/diffusion_loss': 0.5424168705940247, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 171.0, 'epoch': 3.79}
+{'train/ce_loss': 1.320469856262207, 'train/diffusion_loss': 0.5218407511711121, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.79}
+{'train/ce_loss': 0.9424479007720947, 'train/diffusion_loss': 0.46516481041908264, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 155.0, 'epoch': 3.79}
+{'train/ce_loss': 1.1754422187805176, 'train/diffusion_loss': 0.5408079028129578, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 138.0, 'epoch': 3.79}
+{'train/ce_loss': 1.3886971473693848, 'train/diffusion_loss': 0.5608075857162476, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 108.0, 'epoch': 3.79}
+{'train/ce_loss': 1.1092522144317627, 'train/diffusion_loss': 0.4943191707134247, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 108.0, 'epoch': 3.79}
+{'train/ce_loss': 1.027341604232788, 'train/diffusion_loss': 0.4808979630470276, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 180.0, 'epoch': 3.79}
+{'train/ce_loss': 1.2266119718551636, 'train/diffusion_loss': 0.5122344493865967, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 144.0, 'epoch': 3.79}
+{'train/ce_loss': 1.1425734758377075, 'train/diffusion_loss': 0.5081545114517212, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 154.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 154.0, 'epoch': 3.79}
+{'train/ce_loss': 1.3880038261413574, 'train/diffusion_loss': 0.5046955943107605, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 148.0, 'epoch': 3.79}
+{'train/ce_loss': 1.428497314453125, 'train/diffusion_loss': 0.5353682637214661, 'epoch': 3.79}
+{'train/learning_rate_real': 7.286304917347986e-06, 'epoch': 3.79}
+{'debug/num_tok_total': 360.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 360.0, 'debug/num_lat_loss': 161.0, 'epoch': 3.8}
+{'train/ce_loss': 1.20555579662323, 'train/diffusion_loss': 0.5048219561576843, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 151.0, 'epoch': 3.8}
+{'train/ce_loss': 1.0771243572235107, 'train/diffusion_loss': 0.46571168303489685, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 203.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 203.0, 'debug/num_lat_loss': 81.0, 'epoch': 3.8}
+{'train/ce_loss': 0.8060473203659058, 'train/diffusion_loss': 0.49147364497184753, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 176.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 176.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.8}
+{'train/ce_loss': 1.0921965837478638, 'train/diffusion_loss': 0.5142173767089844, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.8}
+{'train/ce_loss': 1.3096699714660645, 'train/diffusion_loss': 0.5636734366416931, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 139.0, 'epoch': 3.8}
+{'train/ce_loss': 1.1112221479415894, 'train/diffusion_loss': 0.5273626446723938, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 86.0, 'epoch': 3.8}
+{'train/ce_loss': 0.9250812530517578, 'train/diffusion_loss': 0.4158712327480316, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 111.0, 'epoch': 3.8}
+{'train/ce_loss': 0.8875489234924316, 'train/diffusion_loss': 0.46573856472969055, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 214.0, 'epoch': 3.8}
+{'train/ce_loss': 1.4287545680999756, 'train/diffusion_loss': 0.5716955065727234, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.8}
+{'train/ce_loss': 0.8636274933815002, 'train/diffusion_loss': 0.44481509923934937, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 100.0, 'epoch': 3.8}
+{'train/ce_loss': 1.118735671043396, 'train/diffusion_loss': 0.5008248090744019, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 145.0, 'epoch': 3.8}
+{'train/ce_loss': 1.1884945631027222, 'train/diffusion_loss': 0.4775867760181427, 'epoch': 3.8}
+{'train/learning_rate_real': 7.142941369452411e-06, 'epoch': 3.8}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 99.0, 'epoch': 3.81}
+{'train/ce_loss': 0.8173872232437134, 'train/diffusion_loss': 0.4969773292541504, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 122.0, 'epoch': 3.81}
+{'train/ce_loss': 1.0906020402908325, 'train/diffusion_loss': 0.4767845571041107, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.81}
+{'train/ce_loss': 1.0946528911590576, 'train/diffusion_loss': 0.4806484282016754, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 135.0, 'epoch': 3.81}
+{'train/ce_loss': 1.2372157573699951, 'train/diffusion_loss': 0.5082845091819763, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.81}
+{'train/ce_loss': 1.172109603881836, 'train/diffusion_loss': 0.46403905749320984, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 82.0, 'epoch': 3.81}
+{'train/ce_loss': 0.9445860385894775, 'train/diffusion_loss': 0.49033036828041077, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 152.0, 'epoch': 3.81}
+{'train/ce_loss': 1.0268926620483398, 'train/diffusion_loss': 0.42438140511512756, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 94.0, 'epoch': 3.81}
+{'train/ce_loss': 0.8830743432044983, 'train/diffusion_loss': 0.4465094208717346, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.81}
+{'train/ce_loss': 0.8752332329750061, 'train/diffusion_loss': 0.44121500849723816, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 117.0, 'epoch': 3.81}
+{'train/ce_loss': 0.6138039827346802, 'train/diffusion_loss': 0.5618393421173096, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 76.0, 'epoch': 3.81}
+{'train/ce_loss': 0.7654272317886353, 'train/diffusion_loss': 0.40238168835639954, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 148.0, 'epoch': 3.81}
+{'train/ce_loss': 1.1270068883895874, 'train/diffusion_loss': 0.5083958506584167, 'epoch': 3.81}
+{'train/learning_rate_real': 7.000766832361525e-06, 'epoch': 3.81}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 201.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 201.0, 'epoch': 3.82}
+{'train/ce_loss': 1.463028073310852, 'train/diffusion_loss': 0.49425533413887024, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 114.0, 'epoch': 3.82}
+{'train/ce_loss': 0.9578258395195007, 'train/diffusion_loss': 0.49894365668296814, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 170.0, 'epoch': 3.82}
+{'train/ce_loss': 1.2724297046661377, 'train/diffusion_loss': 0.5005133152008057, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 113.0, 'epoch': 3.82}
+{'train/ce_loss': 0.783473014831543, 'train/diffusion_loss': 0.4421654939651489, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 95.0, 'epoch': 3.82}
+{'train/ce_loss': 0.8274216055870056, 'train/diffusion_loss': 0.4163562059402466, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 63.0, 'epoch': 3.82}
+{'train/ce_loss': 0.5854976177215576, 'train/diffusion_loss': 0.39628341794013977, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.82}
+{'train/ce_loss': 1.0446372032165527, 'train/diffusion_loss': 0.4764108955860138, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 127.0, 'epoch': 3.82}
+{'train/ce_loss': 1.0856261253356934, 'train/diffusion_loss': 0.5118894577026367, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 102.0, 'epoch': 3.82}
+{'train/ce_loss': 0.8850923180580139, 'train/diffusion_loss': 0.47882965207099915, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 172.0, 'epoch': 3.82}
+{'train/ce_loss': 1.3137495517730713, 'train/diffusion_loss': 0.4891534447669983, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 368.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 368.0, 'debug/num_lat_loss': 188.0, 'epoch': 3.82}
+{'train/ce_loss': 1.4909993410110474, 'train/diffusion_loss': 0.5291036367416382, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 79.0, 'epoch': 3.82}
+{'train/ce_loss': 0.8292981386184692, 'train/diffusion_loss': 0.45464563369750977, 'epoch': 3.82}
+{'train/learning_rate_real': 6.859790772755381e-06, 'epoch': 3.82}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.83}
+{'train/ce_loss': 0.9733782410621643, 'train/diffusion_loss': 0.4913155138492584, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.83}
+{'train/ce_loss': 0.8108786344528198, 'train/diffusion_loss': 0.47274187207221985, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.83}
+{'train/ce_loss': 1.091647982597351, 'train/diffusion_loss': 0.47913333773612976, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 3.83}
+{'train/ce_loss': 1.3740630149841309, 'train/diffusion_loss': 0.5270087718963623, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 133.0, 'epoch': 3.83}
+{'train/ce_loss': 1.0870565176010132, 'train/diffusion_loss': 0.458789199590683, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 181.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 181.0, 'epoch': 3.83}
+{'train/ce_loss': 1.4865241050720215, 'train/diffusion_loss': 0.5457947254180908, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 58.0, 'epoch': 3.83}
+{'train/ce_loss': 0.6705991625785828, 'train/diffusion_loss': 0.48028483986854553, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.83}
+{'train/ce_loss': 1.0382375717163086, 'train/diffusion_loss': 0.525897741317749, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 132.0, 'epoch': 3.83}
+{'train/ce_loss': 1.255025029182434, 'train/diffusion_loss': 0.5814070105552673, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 164.0, 'epoch': 3.83}
+{'train/ce_loss': 1.1331199407577515, 'train/diffusion_loss': 0.4827324151992798, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 67.0, 'epoch': 3.83}
+{'train/ce_loss': 0.6390975117683411, 'train/diffusion_loss': 0.41018614172935486, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 112.0, 'epoch': 3.83}
+{'train/ce_loss': 0.9511215686798096, 'train/diffusion_loss': 0.44019395112991333, 'epoch': 3.83}
+{'train/learning_rate_real': 6.720022577513507e-06, 'epoch': 3.83}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 163.0, 'epoch': 3.85}
+{'train/ce_loss': 1.2213127613067627, 'train/diffusion_loss': 0.49108028411865234, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 180.0, 'epoch': 3.85}
+{'train/ce_loss': 1.2132257223129272, 'train/diffusion_loss': 0.4804094135761261, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 67.0, 'epoch': 3.85}
+{'train/ce_loss': 0.6560240387916565, 'train/diffusion_loss': 0.39410626888275146, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 157.0, 'epoch': 3.85}
+{'train/ce_loss': 0.8840484023094177, 'train/diffusion_loss': 0.5169637203216553, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.85}
+{'train/ce_loss': 1.020607829093933, 'train/diffusion_loss': 0.4492989182472229, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 92.0, 'epoch': 3.85}
+{'train/ce_loss': 1.044447422027588, 'train/diffusion_loss': 0.5408123135566711, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 167.0, 'epoch': 3.85}
+{'train/ce_loss': 1.391640543937683, 'train/diffusion_loss': 0.5651445388793945, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.85}
+{'train/ce_loss': 1.1004561185836792, 'train/diffusion_loss': 0.4666636288166046, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 164.0, 'epoch': 3.85}
+{'train/ce_loss': 1.5255094766616821, 'train/diffusion_loss': 0.489185631275177, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 95.0, 'epoch': 3.85}
+{'train/ce_loss': 0.7551558017730713, 'train/diffusion_loss': 0.42890217900276184, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 150.0, 'epoch': 3.85}
+{'train/ce_loss': 1.1696265935897827, 'train/diffusion_loss': 0.490825355052948, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 180.0, 'epoch': 3.85}
+{'train/ce_loss': 1.018535852432251, 'train/diffusion_loss': 0.49709466099739075, 'epoch': 3.85}
+{'train/learning_rate_real': 6.5814715530898745e-06, 'epoch': 3.85}
+{'loss': 18.1632, 'grad_norm': 21.9747371673584, 'learning_rate': 6.5814715530898745e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 162.0, 'epoch': 3.86}
+{'train/ce_loss': 1.2290303707122803, 'train/diffusion_loss': 0.5489295721054077, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.86}
+{'train/ce_loss': 1.2763561010360718, 'train/diffusion_loss': 0.46451839804649353, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 50.0, 'epoch': 3.86}
+{'train/ce_loss': 0.42940330505371094, 'train/diffusion_loss': 0.3723534047603607, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 130.0, 'epoch': 3.86}
+{'train/ce_loss': 1.1692429780960083, 'train/diffusion_loss': 0.5204955339431763, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 373.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 373.0, 'debug/num_lat_loss': 188.0, 'epoch': 3.86}
+{'train/ce_loss': 1.2409948110580444, 'train/diffusion_loss': 0.4642591178417206, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 90.0, 'epoch': 3.86}
+{'train/ce_loss': 0.7505168318748474, 'train/diffusion_loss': 0.45016568899154663, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 158.0, 'epoch': 3.86}
+{'train/ce_loss': 1.2227035760879517, 'train/diffusion_loss': 0.526148796081543, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.86}
+{'train/ce_loss': 1.1327219009399414, 'train/diffusion_loss': 0.5287381410598755, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 178.0, 'epoch': 3.86}
+{'train/ce_loss': 1.0978323221206665, 'train/diffusion_loss': 0.5059636831283569, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 86.0, 'epoch': 3.86}
+{'train/ce_loss': 0.8922034502029419, 'train/diffusion_loss': 0.45752644538879395, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 92.0, 'epoch': 3.86}
+{'train/ce_loss': 0.9924143552780151, 'train/diffusion_loss': 0.4826679229736328, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.86}
+{'train/ce_loss': 0.8134191036224365, 'train/diffusion_loss': 0.461814820766449, 'epoch': 3.86}
+{'train/learning_rate_real': 6.4441469248932515e-06, 'epoch': 3.86}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 136.0, 'epoch': 3.87}
+{'train/ce_loss': 1.2067292928695679, 'train/diffusion_loss': 0.48276951909065247, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 88.0, 'epoch': 3.87}
+{'train/ce_loss': 0.6782034039497375, 'train/diffusion_loss': 0.4450628161430359, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 70.0, 'epoch': 3.87}
+{'train/ce_loss': 0.6921218633651733, 'train/diffusion_loss': 0.362702339887619, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 138.0, 'epoch': 3.87}
+{'train/ce_loss': 1.1209901571273804, 'train/diffusion_loss': 0.45820435881614685, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 111.0, 'epoch': 3.87}
+{'train/ce_loss': 0.9094234704971313, 'train/diffusion_loss': 0.48039981722831726, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.87}
+{'train/ce_loss': 1.2296968698501587, 'train/diffusion_loss': 0.5091173648834229, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 142.0, 'epoch': 3.87}
+{'train/ce_loss': 1.0482667684555054, 'train/diffusion_loss': 0.5121248364448547, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 107.0, 'epoch': 3.87}
+{'train/ce_loss': 0.9025060534477234, 'train/diffusion_loss': 0.45980292558670044, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 199.0, 'epoch': 3.87}
+{'train/ce_loss': 1.381906270980835, 'train/diffusion_loss': 0.538976788520813, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 111.0, 'epoch': 3.87}
+{'train/ce_loss': 0.8673262596130371, 'train/diffusion_loss': 0.4447818100452423, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 122.0, 'epoch': 3.87}
+{'train/ce_loss': 1.0052928924560547, 'train/diffusion_loss': 0.5417184829711914, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 75.0, 'epoch': 3.87}
+{'train/ce_loss': 0.5999959111213684, 'train/diffusion_loss': 0.5083364844322205, 'epoch': 3.87}
+{'train/learning_rate_real': 6.308057836672893e-06, 'epoch': 3.87}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 57.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 57.0, 'epoch': 3.88}
+{'train/ce_loss': 0.4993024170398712, 'train/diffusion_loss': 0.3621867895126343, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.88}
+{'train/ce_loss': 1.3418503999710083, 'train/diffusion_loss': 0.4902227818965912, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.88}
+{'train/ce_loss': 1.1430524587631226, 'train/diffusion_loss': 0.49948397278785706, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 115.0, 'epoch': 3.88}
+{'train/ce_loss': 1.1515876054763794, 'train/diffusion_loss': 0.5474825501441956, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 128.0, 'epoch': 3.88}
+{'train/ce_loss': 0.9397280812263489, 'train/diffusion_loss': 0.5851084589958191, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 366.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 366.0, 'debug/num_lat_loss': 172.0, 'epoch': 3.88}
+{'train/ce_loss': 1.601881504058838, 'train/diffusion_loss': 0.5169756412506104, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 159.0, 'epoch': 3.88}
+{'train/ce_loss': 1.3924123048782349, 'train/diffusion_loss': 0.4936864972114563, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 164.0, 'epoch': 3.88}
+{'train/ce_loss': 0.8006260395050049, 'train/diffusion_loss': 0.5468074083328247, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 103.0, 'epoch': 3.88}
+{'train/ce_loss': 0.758000373840332, 'train/diffusion_loss': 0.4274245500564575, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 123.0, 'epoch': 3.88}
+{'train/ce_loss': 1.1288148164749146, 'train/diffusion_loss': 0.428525447845459, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 73.0, 'epoch': 3.88}
+{'train/ce_loss': 0.7224503755569458, 'train/diffusion_loss': 0.467117041349411, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 74.0, 'epoch': 3.88}
+{'train/ce_loss': 0.6927013397216797, 'train/diffusion_loss': 0.45410478115081787, 'epoch': 3.88}
+{'train/learning_rate_real': 6.173213349909729e-06, 'epoch': 3.88}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 214.0, 'epoch': 3.9}
+{'train/ce_loss': 1.5261892080307007, 'train/diffusion_loss': 0.44883206486701965, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 129.0, 'epoch': 3.9}
+{'train/ce_loss': 1.17676842212677, 'train/diffusion_loss': 0.5175182819366455, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 98.0, 'epoch': 3.9}
+{'train/ce_loss': 0.9024825096130371, 'train/diffusion_loss': 0.38923487067222595, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 3.9}
+{'train/ce_loss': 0.792149543762207, 'train/diffusion_loss': 0.4238682985305786, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 156.0, 'epoch': 3.9}
+{'train/ce_loss': 1.2454760074615479, 'train/diffusion_loss': 0.5026220083236694, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 97.0, 'epoch': 3.9}
+{'train/ce_loss': 0.9167832136154175, 'train/diffusion_loss': 0.4570119380950928, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 3.9}
+{'train/ce_loss': 0.7132915258407593, 'train/diffusion_loss': 0.46409305930137634, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 185.0, 'epoch': 3.9}
+{'train/ce_loss': 1.4482163190841675, 'train/diffusion_loss': 0.5658259987831116, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 152.0, 'epoch': 3.9}
+{'train/ce_loss': 1.2069833278656006, 'train/diffusion_loss': 0.5162278413772583, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 174.0, 'epoch': 3.9}
+{'train/ce_loss': 1.2798576354980469, 'train/diffusion_loss': 0.5232625007629395, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 426.0, 'debug/num_tok_loss': 230.0, 'debug/num_lat_total': 426.0, 'debug/num_lat_loss': 230.0, 'epoch': 3.9}
+{'train/ce_loss': 1.4318374395370483, 'train/diffusion_loss': 0.5578041672706604, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 116.0, 'epoch': 3.9}
+{'train/ce_loss': 0.9882147312164307, 'train/diffusion_loss': 0.501287043094635, 'epoch': 3.9}
+{'train/learning_rate_real': 6.039622443213008e-06, 'epoch': 3.9}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 101.0, 'epoch': 3.91}
+{'train/ce_loss': 0.8561146855354309, 'train/diffusion_loss': 0.4332873523235321, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 168.0, 'epoch': 3.91}
+{'train/ce_loss': 1.3063020706176758, 'train/diffusion_loss': 0.4859203100204468, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 197.0, 'epoch': 3.91}
+{'train/ce_loss': 1.5746763944625854, 'train/diffusion_loss': 0.5387867093086243, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 124.0, 'epoch': 3.91}
+{'train/ce_loss': 1.1428041458129883, 'train/diffusion_loss': 0.536205530166626, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 185.0, 'epoch': 3.91}
+{'train/ce_loss': 1.4340916872024536, 'train/diffusion_loss': 0.44262728095054626, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 140.0, 'epoch': 3.91}
+{'train/ce_loss': 0.9210079312324524, 'train/diffusion_loss': 0.5089912414550781, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 204.0, 'epoch': 3.91}
+{'train/ce_loss': 1.2485313415527344, 'train/diffusion_loss': 0.506186842918396, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 92.0, 'epoch': 3.91}
+{'train/ce_loss': 0.8017906546592712, 'train/diffusion_loss': 0.4833703339099884, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 98.0, 'epoch': 3.91}
+{'train/ce_loss': 0.8401973247528076, 'train/diffusion_loss': 0.4708693325519562, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 315.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 315.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.91}
+{'train/ce_loss': 0.9728104472160339, 'train/diffusion_loss': 0.5513837933540344, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 403.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 403.0, 'debug/num_lat_loss': 206.0, 'epoch': 3.91}
+{'train/ce_loss': 1.4638400077819824, 'train/diffusion_loss': 0.44230592250823975, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 149.0, 'epoch': 3.91}
+{'train/ce_loss': 1.2539838552474976, 'train/diffusion_loss': 0.4719214141368866, 'epoch': 3.91}
+{'train/learning_rate_real': 5.907294011722439e-06, 'epoch': 3.91}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 126.0, 'epoch': 3.92}
+{'train/ce_loss': 0.9278867840766907, 'train/diffusion_loss': 0.46340781450271606, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 133.0, 'epoch': 3.92}
+{'train/ce_loss': 1.0489696264266968, 'train/diffusion_loss': 0.6314212083816528, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 104.0, 'epoch': 3.92}
+{'train/ce_loss': 0.9358134269714355, 'train/diffusion_loss': 0.49057281017303467, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 136.0, 'epoch': 3.92}
+{'train/ce_loss': 0.891345739364624, 'train/diffusion_loss': 0.5069528222084045, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.92}
+{'train/ce_loss': 1.0072141885757446, 'train/diffusion_loss': 0.511759340763092, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 165.0, 'epoch': 3.92}
+{'train/ce_loss': 1.3137468099594116, 'train/diffusion_loss': 0.4862443804740906, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 169.0, 'epoch': 3.92}
+{'train/ce_loss': 1.2363560199737549, 'train/diffusion_loss': 0.4963490068912506, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 117.0, 'epoch': 3.92}
+{'train/ce_loss': 0.9378297328948975, 'train/diffusion_loss': 0.5360981225967407, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 138.0, 'epoch': 3.92}
+{'train/ce_loss': 1.1719197034835815, 'train/diffusion_loss': 0.5533158183097839, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 164.0, 'epoch': 3.92}
+{'train/ce_loss': 1.0110877752304077, 'train/diffusion_loss': 0.5286815762519836, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.92}
+{'train/ce_loss': 1.0092803239822388, 'train/diffusion_loss': 0.5320579409599304, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.92}
+{'train/ce_loss': 0.795971155166626, 'train/diffusion_loss': 0.49656495451927185, 'epoch': 3.92}
+{'train/learning_rate_real': 5.776236866515947e-06, 'epoch': 3.92}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 103.0, 'epoch': 3.93}
+{'train/ce_loss': 0.8813536763191223, 'train/diffusion_loss': 0.49813932180404663, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 68.0, 'epoch': 3.93}
+{'train/ce_loss': 0.6464826464653015, 'train/diffusion_loss': 0.397857666015625, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 145.0, 'epoch': 3.93}
+{'train/ce_loss': 1.2065049409866333, 'train/diffusion_loss': 0.4962616562843323, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 134.0, 'epoch': 3.93}
+{'train/ce_loss': 0.9315492510795593, 'train/diffusion_loss': 0.44806310534477234, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 188.0, 'epoch': 3.93}
+{'train/ce_loss': 1.205632209777832, 'train/diffusion_loss': 0.49329739809036255, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 86.0, 'epoch': 3.93}
+{'train/ce_loss': 0.8347355723381042, 'train/diffusion_loss': 0.4945012032985687, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 105.0, 'epoch': 3.93}
+{'train/ce_loss': 1.0210882425308228, 'train/diffusion_loss': 0.4801323413848877, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 107.0, 'epoch': 3.93}
+{'train/ce_loss': 0.8951029777526855, 'train/diffusion_loss': 0.47214600443840027, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 96.0, 'epoch': 3.93}
+{'train/ce_loss': 0.8191168904304504, 'train/diffusion_loss': 0.44339561462402344, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 135.0, 'epoch': 3.93}
+{'train/ce_loss': 0.9662071466445923, 'train/diffusion_loss': 0.5097306966781616, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.93}
+{'train/ce_loss': 0.7076802253723145, 'train/diffusion_loss': 0.4688453674316406, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 138.0, 'epoch': 3.93}
+{'train/ce_loss': 0.9851212501525879, 'train/diffusion_loss': 0.46888458728790283, 'epoch': 3.93}
+{'train/learning_rate_real': 5.646459734022938e-06, 'epoch': 3.93}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.94}
+{'train/ce_loss': 0.8252301812171936, 'train/diffusion_loss': 0.4593799412250519, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 114.0, 'epoch': 3.94}
+{'train/ce_loss': 0.862677812576294, 'train/diffusion_loss': 0.42435622215270996, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 175.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 175.0, 'epoch': 3.94}
+{'train/ce_loss': 1.1126468181610107, 'train/diffusion_loss': 0.5036300420761108, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 147.0, 'epoch': 3.94}
+{'train/ce_loss': 1.194069743156433, 'train/diffusion_loss': 0.5114911198616028, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 141.0, 'epoch': 3.94}
+{'train/ce_loss': 0.7849614024162292, 'train/diffusion_loss': 0.5261732339859009, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 144.0, 'epoch': 3.94}
+{'train/ce_loss': 1.356016993522644, 'train/diffusion_loss': 0.5353825688362122, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 367.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 367.0, 'debug/num_lat_loss': 186.0, 'epoch': 3.94}
+{'train/ce_loss': 1.4078119993209839, 'train/diffusion_loss': 0.5239654183387756, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 75.0, 'epoch': 3.94}
+{'train/ce_loss': 0.5943170189857483, 'train/diffusion_loss': 0.45462504029273987, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 70.0, 'epoch': 3.94}
+{'train/ce_loss': 0.7074166536331177, 'train/diffusion_loss': 0.4231012761592865, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 198.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 198.0, 'epoch': 3.94}
+{'train/ce_loss': 0.9810212850570679, 'train/diffusion_loss': 0.4921993017196655, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 63.0, 'epoch': 3.94}
+{'train/ce_loss': 0.5566233396530151, 'train/diffusion_loss': 0.46172162890434265, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 291.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 291.0, 'debug/num_lat_loss': 191.0, 'epoch': 3.94}
+{'train/ce_loss': 1.616420865058899, 'train/diffusion_loss': 0.5704341530799866, 'epoch': 3.94}
+{'train/learning_rate_real': 5.517971255443283e-06, 'epoch': 3.94}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 166.0, 'epoch': 3.96}
+{'train/ce_loss': 1.5219770669937134, 'train/diffusion_loss': 0.5232272744178772, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 185.0, 'debug/num_tok_loss': 41.0, 'debug/num_lat_total': 185.0, 'debug/num_lat_loss': 41.0, 'epoch': 3.96}
+{'train/ce_loss': 0.37880808115005493, 'train/diffusion_loss': 0.3604896366596222, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 112.0, 'epoch': 3.96}
+{'train/ce_loss': 1.098722219467163, 'train/diffusion_loss': 0.5460546016693115, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.96}
+{'train/ce_loss': 0.9952722191810608, 'train/diffusion_loss': 0.45194000005722046, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 68.0, 'epoch': 3.96}
+{'train/ce_loss': 0.384292334318161, 'train/diffusion_loss': 0.4396956264972687, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 172.0, 'epoch': 3.96}
+{'train/ce_loss': 1.334581971168518, 'train/diffusion_loss': 0.5395867228507996, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 121.0, 'epoch': 3.96}
+{'train/ce_loss': 1.120703935623169, 'train/diffusion_loss': 0.562066912651062, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 395.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 395.0, 'debug/num_lat_loss': 214.0, 'epoch': 3.96}
+{'train/ce_loss': 1.5117082595825195, 'train/diffusion_loss': 0.5323647260665894, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 133.0, 'epoch': 3.96}
+{'train/ce_loss': 0.9951446056365967, 'train/diffusion_loss': 0.5055841207504272, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 157.0, 'epoch': 3.96}
+{'train/ce_loss': 1.450475811958313, 'train/diffusion_loss': 0.5493858456611633, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 118.0, 'epoch': 3.96}
+{'train/ce_loss': 1.1189213991165161, 'train/diffusion_loss': 0.5046088695526123, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 68.0, 'epoch': 3.96}
+{'train/ce_loss': 0.5753743052482605, 'train/diffusion_loss': 0.34932941198349, 'epoch': 3.96}
+{'train/learning_rate_real': 5.390779986171934e-06, 'epoch': 3.96}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 117.0, 'epoch': 3.97}
+{'train/ce_loss': 1.0986486673355103, 'train/diffusion_loss': 0.49299854040145874, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 165.0, 'epoch': 3.97}
+{'train/ce_loss': 1.3755742311477661, 'train/diffusion_loss': 0.5555945038795471, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 136.0, 'epoch': 3.97}
+{'train/ce_loss': 1.1932857036590576, 'train/diffusion_loss': 0.5005571842193604, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 143.0, 'epoch': 3.97}
+{'train/ce_loss': 1.1612004041671753, 'train/diffusion_loss': 0.501040518283844, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 99.0, 'epoch': 3.97}
+{'train/ce_loss': 0.6755385398864746, 'train/diffusion_loss': 0.48651716113090515, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 141.0, 'epoch': 3.97}
+{'train/ce_loss': 1.2262115478515625, 'train/diffusion_loss': 0.5538848042488098, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 81.0, 'epoch': 3.97}
+{'train/ce_loss': 0.7307491898536682, 'train/diffusion_loss': 0.4618431031703949, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 135.0, 'epoch': 3.97}
+{'train/ce_loss': 1.2314375638961792, 'train/diffusion_loss': 0.4719986021518707, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 202.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 202.0, 'epoch': 3.97}
+{'train/ce_loss': 1.729379415512085, 'train/diffusion_loss': 0.4365103542804718, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 110.0, 'epoch': 3.97}
+{'train/ce_loss': 0.9971583485603333, 'train/diffusion_loss': 0.4763825833797455, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 108.0, 'epoch': 3.97}
+{'train/ce_loss': 0.9499600529670715, 'train/diffusion_loss': 0.46615517139434814, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 143.0, 'epoch': 3.97}
+{'train/ce_loss': 1.3489561080932617, 'train/diffusion_loss': 0.49325069785118103, 'epoch': 3.97}
+{'train/learning_rate_real': 5.264894395229267e-06, 'epoch': 3.97}
+{'loss': 18.0216, 'grad_norm': 23.253660202026367, 'learning_rate': 5.264894395229267e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 150.0, 'epoch': 3.98}
+{'train/ce_loss': 1.1572248935699463, 'train/diffusion_loss': 0.5055043697357178, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 178.0, 'epoch': 3.98}
+{'train/ce_loss': 1.1005827188491821, 'train/diffusion_loss': 0.4972989857196808, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 81.0, 'epoch': 3.98}
+{'train/ce_loss': 0.7299022674560547, 'train/diffusion_loss': 0.4027034640312195, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 177.0, 'epoch': 3.98}
+{'train/ce_loss': 1.1699141263961792, 'train/diffusion_loss': 0.4389820992946625, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 157.0, 'epoch': 3.98}
+{'train/ce_loss': 1.345746397972107, 'train/diffusion_loss': 0.5153909921646118, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 183.0, 'epoch': 3.98}
+{'train/ce_loss': 1.1193212270736694, 'train/diffusion_loss': 0.5423859357833862, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 161.0, 'epoch': 3.98}
+{'train/ce_loss': 1.263805627822876, 'train/diffusion_loss': 0.45264965295791626, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 119.0, 'epoch': 3.98}
+{'train/ce_loss': 1.0135307312011719, 'train/diffusion_loss': 0.5068141222000122, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 174.0, 'epoch': 3.98}
+{'train/ce_loss': 1.3647617101669312, 'train/diffusion_loss': 0.5124671459197998, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 91.0, 'epoch': 3.98}
+{'train/ce_loss': 0.9332907199859619, 'train/diffusion_loss': 0.44191277027130127, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 152.0, 'epoch': 3.98}
+{'train/ce_loss': 1.1371153593063354, 'train/diffusion_loss': 0.4507251977920532, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 144.0, 'epoch': 3.98}
+{'train/ce_loss': 1.010400414466858, 'train/diffusion_loss': 0.4992561936378479, 'epoch': 3.98}
+{'train/learning_rate_real': 5.140322864697183e-06, 'epoch': 3.98}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 129.0, 'epoch': 3.99}
+{'train/ce_loss': 1.1656301021575928, 'train/diffusion_loss': 0.5229436159133911, 'epoch': 3.99}
+{'train/learning_rate_real': 5.017073689160961e-06, 'epoch': 3.99}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 90.0, 'epoch': 3.99}
+{'train/ce_loss': 0.8747626543045044, 'train/diffusion_loss': 0.48189792037010193, 'epoch': 3.99}
+{'train/learning_rate_real': 5.017073689160961e-06, 'epoch': 3.99}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 170.0, 'epoch': 3.99}
+{'train/ce_loss': 1.3027762174606323, 'train/diffusion_loss': 0.5436628460884094, 'epoch': 3.99}
+{'train/learning_rate_real': 5.017073689160961e-06, 'epoch': 3.99}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 179.0, 'epoch': 3.99}
+{'train/ce_loss': 1.2393388748168945, 'train/diffusion_loss': 0.5054388046264648, 'epoch': 3.99}
+{'train/learning_rate_real': 5.017073689160961e-06, 'epoch': 3.99}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 99.0, 'epoch': 3.99}
+{'train/ce_loss': 0.8583245873451233, 'train/diffusion_loss': 0.4902295470237732, 'epoch': 3.99}
+{'train/learning_rate_real': 5.017073689160961e-06, 'epoch': 3.99}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 68.0, 'epoch': 3.99}
+{'train/ce_loss': 0.6530498266220093, 'train/diffusion_loss': 0.4773429334163666, 'epoch': 3.99}
+{'train/learning_rate_real': 5.017073689160961e-06, 'epoch': 3.99}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 97.0, 'epoch': 3.99}
+{'train/ce_loss': 0.737761378288269, 'train/diffusion_loss': 0.45598992705345154, 'epoch': 3.99}
+{'train/learning_rate_real': 5.017073689160961e-06, 'epoch': 3.99}
+{'debug/num_tok_total': 409.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 409.0, 'debug/num_lat_loss': 199.0, 'epoch': 3.99}
+{'train/ce_loss': 1.4058618545532227, 'train/diffusion_loss': 0.5363928079605103, 'epoch': 3.99}
+{'train/learning_rate_real': 5.017073689160961e-06, 'epoch': 3.99}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 171.0, 'epoch': 4.0}
+{'train/ce_loss': 0.710049569606781, 'train/diffusion_loss': 0.5656569004058838, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 203.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 203.0, 'epoch': 4.0}
+{'train/ce_loss': 1.1451681852340698, 'train/diffusion_loss': 0.5002805590629578, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 178.0, 'epoch': 4.0}
+{'train/ce_loss': 1.3833812475204468, 'train/diffusion_loss': 0.5142173767089844, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.0}
+{'train/ce_loss': 0.9790727496147156, 'train/diffusion_loss': 0.5657581090927124, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 168.0, 'epoch': 4.0}
+{'train/ce_loss': 0.9512438774108887, 'train/diffusion_loss': 0.5535638928413391, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 114.0, 'epoch': 4.0}
+{'train/ce_loss': 0.8315426707267761, 'train/diffusion_loss': 0.4386124312877655, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 182.0, 'epoch': 4.0}
+{'train/ce_loss': 1.4544368982315063, 'train/diffusion_loss': 0.47024041414260864, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.0}
+{'train/ce_loss': 1.2198879718780518, 'train/diffusion_loss': 0.47718560695648193, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 110.0, 'epoch': 4.0}
+{'train/ce_loss': 0.8782864212989807, 'train/diffusion_loss': 0.4258899986743927, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 106.0, 'epoch': 4.0}
+{'train/ce_loss': 1.0686795711517334, 'train/diffusion_loss': 0.4592839181423187, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 114.0, 'epoch': 4.0}
+{'train/ce_loss': 1.001177430152893, 'train/diffusion_loss': 0.4540844261646271, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 99.0, 'epoch': 4.0}
+{'train/ce_loss': 0.6444705724716187, 'train/diffusion_loss': 0.4680994153022766, 'epoch': 4.0}
+{'train/learning_rate_real': 4.895155075156987e-06, 'epoch': 4.0}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 222.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 222.0, 'epoch': 4.01}
+{'train/ce_loss': 1.0668096542358398, 'train/diffusion_loss': 0.5664767026901245, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.01}
+{'train/ce_loss': 1.0628060102462769, 'train/diffusion_loss': 0.5135484933853149, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 217.0, 'debug/num_tok_loss': 62.0, 'debug/num_lat_total': 217.0, 'debug/num_lat_loss': 62.0, 'epoch': 4.01}
+{'train/ce_loss': 0.588256299495697, 'train/diffusion_loss': 0.4036806523799896, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 330.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 330.0, 'debug/num_lat_loss': 169.0, 'epoch': 4.01}
+{'train/ce_loss': 0.9948851466178894, 'train/diffusion_loss': 0.4763537645339966, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.01}
+{'train/ce_loss': 0.8800327777862549, 'train/diffusion_loss': 0.4711763262748718, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 122.0, 'epoch': 4.01}
+{'train/ce_loss': 0.9194232225418091, 'train/diffusion_loss': 0.5183196067810059, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.01}
+{'train/ce_loss': 0.8289132118225098, 'train/diffusion_loss': 0.4952627718448639, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 139.0, 'epoch': 4.01}
+{'train/ce_loss': 0.8070179224014282, 'train/diffusion_loss': 0.46984875202178955, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 117.0, 'epoch': 4.01}
+{'train/ce_loss': 0.9128921031951904, 'train/diffusion_loss': 0.46035081148147583, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 118.0, 'epoch': 4.01}
+{'train/ce_loss': 1.0029747486114502, 'train/diffusion_loss': 0.54754638671875, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 110.0, 'epoch': 4.01}
+{'train/ce_loss': 0.9643968939781189, 'train/diffusion_loss': 0.5245256423950195, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 387.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 387.0, 'debug/num_lat_loss': 204.0, 'epoch': 4.01}
+{'train/ce_loss': 1.2785216569900513, 'train/diffusion_loss': 0.5354996919631958, 'epoch': 4.01}
+{'train/learning_rate_real': 4.7745751406263165e-06, 'epoch': 4.01}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.02}
+{'train/ce_loss': 1.1036192178726196, 'train/diffusion_loss': 0.5687364935874939, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 154.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 154.0, 'debug/num_lat_loss': 80.0, 'epoch': 4.02}
+{'train/ce_loss': 0.6430095434188843, 'train/diffusion_loss': 0.45963913202285767, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 51.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 51.0, 'epoch': 4.02}
+{'train/ce_loss': 0.46872252225875854, 'train/diffusion_loss': 0.3708988428115845, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.02}
+{'train/ce_loss': 0.9095706939697266, 'train/diffusion_loss': 0.4324008524417877, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 372.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 372.0, 'debug/num_lat_loss': 186.0, 'epoch': 4.02}
+{'train/ce_loss': 1.4781019687652588, 'train/diffusion_loss': 0.4893413782119751, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 191.0, 'epoch': 4.02}
+{'train/ce_loss': 1.2697933912277222, 'train/diffusion_loss': 0.5483914613723755, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 164.0, 'epoch': 4.02}
+{'train/ce_loss': 1.2172439098358154, 'train/diffusion_loss': 0.4715769588947296, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 99.0, 'epoch': 4.02}
+{'train/ce_loss': 0.8249455094337463, 'train/diffusion_loss': 0.46643778681755066, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 122.0, 'epoch': 4.02}
+{'train/ce_loss': 0.8001762628555298, 'train/diffusion_loss': 0.47746431827545166, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 185.0, 'epoch': 4.02}
+{'train/ce_loss': 1.5830631256103516, 'train/diffusion_loss': 0.5206071138381958, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 91.0, 'epoch': 4.02}
+{'train/ce_loss': 0.9592817425727844, 'train/diffusion_loss': 0.44379904866218567, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.02}
+{'train/ce_loss': 0.8973048329353333, 'train/diffusion_loss': 0.524364709854126, 'epoch': 4.02}
+{'train/learning_rate_real': 4.6553419143741255e-06, 'epoch': 4.02}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.04}
+{'train/ce_loss': 0.9301714301109314, 'train/diffusion_loss': 0.49093547463417053, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 170.0, 'epoch': 4.04}
+{'train/ce_loss': 0.9388259053230286, 'train/diffusion_loss': 0.5230748057365417, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 103.0, 'epoch': 4.04}
+{'train/ce_loss': 1.0043344497680664, 'train/diffusion_loss': 0.4801551401615143, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 129.0, 'epoch': 4.04}
+{'train/ce_loss': 1.056126356124878, 'train/diffusion_loss': 0.49127960205078125, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 91.0, 'epoch': 4.04}
+{'train/ce_loss': 0.6309288740158081, 'train/diffusion_loss': 0.4667298197746277, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 121.0, 'epoch': 4.04}
+{'train/ce_loss': 0.8153120875358582, 'train/diffusion_loss': 0.46113502979278564, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 180.0, 'epoch': 4.04}
+{'train/ce_loss': 1.146340012550354, 'train/diffusion_loss': 0.44278064370155334, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 97.0, 'epoch': 4.04}
+{'train/ce_loss': 0.7461744546890259, 'train/diffusion_loss': 0.4831264317035675, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 168.0, 'epoch': 4.04}
+{'train/ce_loss': 1.2152689695358276, 'train/diffusion_loss': 0.5226048827171326, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 315.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 315.0, 'debug/num_lat_loss': 199.0, 'epoch': 4.04}
+{'train/ce_loss': 1.0191839933395386, 'train/diffusion_loss': 0.5553232431411743, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 281.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 281.0, 'debug/num_lat_loss': 118.0, 'epoch': 4.04}
+{'train/ce_loss': 1.103716254234314, 'train/diffusion_loss': 0.5117955207824707, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 107.0, 'epoch': 4.04}
+{'train/ce_loss': 0.8603890538215637, 'train/diffusion_loss': 0.5374592542648315, 'epoch': 4.04}
+{'train/learning_rate_real': 4.537463335535161e-06, 'epoch': 4.04}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 109.0, 'epoch': 4.05}
+{'train/ce_loss': 0.9042893052101135, 'train/diffusion_loss': 0.4581168293952942, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 108.0, 'epoch': 4.05}
+{'train/ce_loss': 0.8806203603744507, 'train/diffusion_loss': 0.4404609799385071, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 143.0, 'epoch': 4.05}
+{'train/ce_loss': 0.8955432176589966, 'train/diffusion_loss': 0.48318448662757874, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 168.0, 'epoch': 4.05}
+{'train/ce_loss': 1.237253189086914, 'train/diffusion_loss': 0.4932608902454376, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 107.0, 'epoch': 4.05}
+{'train/ce_loss': 0.855136513710022, 'train/diffusion_loss': 0.4627957046031952, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 200.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 200.0, 'epoch': 4.05}
+{'train/ce_loss': 1.1057325601577759, 'train/diffusion_loss': 0.5027907490730286, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 166.0, 'epoch': 4.05}
+{'train/ce_loss': 1.2667311429977417, 'train/diffusion_loss': 0.5554488301277161, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 138.0, 'epoch': 4.05}
+{'train/ce_loss': 1.0171446800231934, 'train/diffusion_loss': 0.4411940276622772, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 131.0, 'epoch': 4.05}
+{'train/ce_loss': 0.9817216992378235, 'train/diffusion_loss': 0.4297829866409302, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 132.0, 'epoch': 4.05}
+{'train/ce_loss': 0.9078556299209595, 'train/diffusion_loss': 0.4579230546951294, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 225.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 225.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.05}
+{'train/ce_loss': 0.33877232670783997, 'train/diffusion_loss': 0.45015841722488403, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 59.0, 'epoch': 4.05}
+{'train/ce_loss': 0.616423487663269, 'train/diffusion_loss': 0.43898916244506836, 'epoch': 4.05}
+{'train/learning_rate_real': 4.420947253045049e-06, 'epoch': 4.05}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.06}
+{'train/ce_loss': 0.7828364372253418, 'train/diffusion_loss': 0.48282477259635925, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.06}
+{'train/ce_loss': 0.7343975901603699, 'train/diffusion_loss': 0.4210983216762543, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 167.0, 'epoch': 4.06}
+{'train/ce_loss': 1.1814810037612915, 'train/diffusion_loss': 0.47516003251075745, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 93.0, 'epoch': 4.06}
+{'train/ce_loss': 0.8207644820213318, 'train/diffusion_loss': 0.444905161857605, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 206.0, 'epoch': 4.06}
+{'train/ce_loss': 1.3324834108352661, 'train/diffusion_loss': 0.4620761275291443, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.06}
+{'train/ce_loss': 1.0378310680389404, 'train/diffusion_loss': 0.45761850476264954, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 148.0, 'epoch': 4.06}
+{'train/ce_loss': 1.2308553457260132, 'train/diffusion_loss': 0.5181529521942139, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 63.0, 'epoch': 4.06}
+{'train/ce_loss': 0.48058509826660156, 'train/diffusion_loss': 0.4430306851863861, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.06}
+{'train/ce_loss': 1.1102489233016968, 'train/diffusion_loss': 0.4841892719268799, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 185.0, 'epoch': 4.06}
+{'train/ce_loss': 1.0618969202041626, 'train/diffusion_loss': 0.5720328688621521, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 137.0, 'epoch': 4.06}
+{'train/ce_loss': 0.8844789266586304, 'train/diffusion_loss': 0.46578896045684814, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.06}
+{'train/ce_loss': 1.019974708557129, 'train/diffusion_loss': 0.5224764943122864, 'epoch': 4.06}
+{'train/learning_rate_real': 4.305801425117722e-06, 'epoch': 4.06}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 129.0, 'epoch': 4.07}
+{'train/ce_loss': 0.8073871731758118, 'train/diffusion_loss': 0.4275161921977997, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 170.0, 'epoch': 4.07}
+{'train/ce_loss': 1.3169687986373901, 'train/diffusion_loss': 0.5101603269577026, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 95.0, 'epoch': 4.07}
+{'train/ce_loss': 0.788586437702179, 'train/diffusion_loss': 0.41621023416519165, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 74.0, 'epoch': 4.07}
+{'train/ce_loss': 0.596560001373291, 'train/diffusion_loss': 0.43130165338516235, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 58.0, 'epoch': 4.07}
+{'train/ce_loss': 0.435306191444397, 'train/diffusion_loss': 0.4457603991031647, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 84.0, 'epoch': 4.07}
+{'train/ce_loss': 0.5672957301139832, 'train/diffusion_loss': 0.47958847880363464, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 143.0, 'epoch': 4.07}
+{'train/ce_loss': 1.1338545083999634, 'train/diffusion_loss': 0.4919266104698181, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 101.0, 'epoch': 4.07}
+{'train/ce_loss': 0.8634395599365234, 'train/diffusion_loss': 0.46976548433303833, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 142.0, 'epoch': 4.07}
+{'train/ce_loss': 0.7659818530082703, 'train/diffusion_loss': 0.4428737759590149, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 281.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 281.0, 'debug/num_lat_loss': 71.0, 'epoch': 4.07}
+{'train/ce_loss': 0.7625095248222351, 'train/diffusion_loss': 0.4450707733631134, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 187.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 187.0, 'epoch': 4.07}
+{'train/ce_loss': 1.152113914489746, 'train/diffusion_loss': 0.5070825815200806, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 75.0, 'epoch': 4.07}
+{'train/ce_loss': 0.5666325688362122, 'train/diffusion_loss': 0.44786399602890015, 'epoch': 4.07}
+{'train/learning_rate_real': 4.192033518728819e-06, 'epoch': 4.07}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 151.0, 'epoch': 4.08}
+{'train/ce_loss': 1.181514024734497, 'train/diffusion_loss': 0.4520339369773865, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 95.0, 'epoch': 4.08}
+{'train/ce_loss': 0.7014961242675781, 'train/diffusion_loss': 0.45136702060699463, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 140.0, 'epoch': 4.08}
+{'train/ce_loss': 0.9620916843414307, 'train/diffusion_loss': 0.5750982165336609, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 117.0, 'epoch': 4.08}
+{'train/ce_loss': 0.9087609648704529, 'train/diffusion_loss': 0.4687039852142334, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 112.0, 'epoch': 4.08}
+{'train/ce_loss': 0.863226592540741, 'train/diffusion_loss': 0.45472854375839233, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 134.0, 'epoch': 4.08}
+{'train/ce_loss': 0.8840555548667908, 'train/diffusion_loss': 0.4363039433956146, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 157.0, 'epoch': 4.08}
+{'train/ce_loss': 1.31786048412323, 'train/diffusion_loss': 0.47806626558303833, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.08}
+{'train/ce_loss': 0.932738721370697, 'train/diffusion_loss': 0.5149057507514954, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 157.0, 'epoch': 4.08}
+{'train/ce_loss': 0.8307930827140808, 'train/diffusion_loss': 0.4927287697792053, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'debug/num_tok_total': 291.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 291.0, 'debug/num_lat_loss': 191.0, 'epoch': 4.08}
+{'train/ce_loss': 1.5669310092926025, 'train/diffusion_loss': 0.5477474331855774, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 170.0, 'epoch': 4.08}
+{'train/ce_loss': 1.158785104751587, 'train/diffusion_loss': 0.5196285843849182, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 143.0, 'epoch': 4.08}
+{'train/ce_loss': 1.3627394437789917, 'train/diffusion_loss': 0.49880164861679077, 'epoch': 4.08}
+{'train/learning_rate_real': 4.079651109105184e-06, 'epoch': 4.08}
+{'loss': 16.9352, 'grad_norm': 21.73170280456543, 'learning_rate': 4.079651109105184e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 146.0, 'epoch': 4.1}
+{'train/ce_loss': 1.226672887802124, 'train/diffusion_loss': 0.5057674050331116, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 153.0, 'epoch': 4.1}
+{'train/ce_loss': 1.0009195804595947, 'train/diffusion_loss': 0.4755614697933197, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 155.0, 'epoch': 4.1}
+{'train/ce_loss': 0.983025848865509, 'train/diffusion_loss': 0.4847676753997803, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 74.0, 'epoch': 4.1}
+{'train/ce_loss': 0.6643824577331543, 'train/diffusion_loss': 0.38942936062812805, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 366.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 366.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.1}
+{'train/ce_loss': 0.9125913977622986, 'train/diffusion_loss': 0.4828912913799286, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 151.0, 'epoch': 4.1}
+{'train/ce_loss': 1.0104469060897827, 'train/diffusion_loss': 0.46481016278266907, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.1}
+{'train/ce_loss': 0.8716617226600647, 'train/diffusion_loss': 0.5470302700996399, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 124.0, 'epoch': 4.1}
+{'train/ce_loss': 0.8310213088989258, 'train/diffusion_loss': 0.44157132506370544, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.1}
+{'train/ce_loss': 0.8065317273139954, 'train/diffusion_loss': 0.4527309834957123, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 210.0, 'epoch': 4.1}
+{'train/ce_loss': 1.142503023147583, 'train/diffusion_loss': 0.5388898253440857, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 63.0, 'epoch': 4.1}
+{'train/ce_loss': 0.43882736563682556, 'train/diffusion_loss': 0.4121997654438019, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 390.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 390.0, 'debug/num_lat_loss': 204.0, 'epoch': 4.1}
+{'train/ce_loss': 1.3356627225875854, 'train/diffusion_loss': 0.4704718589782715, 'epoch': 4.1}
+{'train/learning_rate_real': 3.968661679220468e-06, 'epoch': 4.1}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 108.0, 'epoch': 4.11}
+{'train/ce_loss': 0.927558422088623, 'train/diffusion_loss': 0.5075725317001343, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 163.0, 'epoch': 4.11}
+{'train/ce_loss': 1.1500954627990723, 'train/diffusion_loss': 0.4983547627925873, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 194.0, 'epoch': 4.11}
+{'train/ce_loss': 1.1013482809066772, 'train/diffusion_loss': 0.4430740773677826, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 4.11}
+{'train/ce_loss': 1.3161964416503906, 'train/diffusion_loss': 0.5494357347488403, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.11}
+{'train/ce_loss': 0.8723143935203552, 'train/diffusion_loss': 0.5235872864723206, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.11}
+{'train/ce_loss': 1.07752525806427, 'train/diffusion_loss': 0.5556797385215759, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 376.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 376.0, 'debug/num_lat_loss': 180.0, 'epoch': 4.11}
+{'train/ce_loss': 1.2993613481521606, 'train/diffusion_loss': 0.5613890290260315, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 222.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 222.0, 'epoch': 4.11}
+{'train/ce_loss': 1.454525351524353, 'train/diffusion_loss': 0.5788978338241577, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 425.0, 'debug/num_tok_loss': 231.0, 'debug/num_lat_total': 425.0, 'debug/num_lat_loss': 231.0, 'epoch': 4.11}
+{'train/ce_loss': 1.2367908954620361, 'train/diffusion_loss': 0.5498493313789368, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 104.0, 'epoch': 4.11}
+{'train/ce_loss': 0.8343539237976074, 'train/diffusion_loss': 0.39587461948394775, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 77.0, 'epoch': 4.11}
+{'train/ce_loss': 0.7447655200958252, 'train/diffusion_loss': 0.47603321075439453, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 110.0, 'epoch': 4.11}
+{'train/ce_loss': 0.7574657201766968, 'train/diffusion_loss': 0.4371429681777954, 'epoch': 4.11}
+{'train/learning_rate_real': 3.859072619296897e-06, 'epoch': 4.11}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 140.0, 'epoch': 4.12}
+{'train/ce_loss': 1.2742063999176025, 'train/diffusion_loss': 0.5083304047584534, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 145.0, 'epoch': 4.12}
+{'train/ce_loss': 1.1469489336013794, 'train/diffusion_loss': 0.4832192659378052, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 144.0, 'epoch': 4.12}
+{'train/ce_loss': 1.080186128616333, 'train/diffusion_loss': 0.44113364815711975, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 87.0, 'epoch': 4.12}
+{'train/ce_loss': 0.7168201208114624, 'train/diffusion_loss': 0.42483997344970703, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 129.0, 'epoch': 4.12}
+{'train/ce_loss': 1.1134639978408813, 'train/diffusion_loss': 0.5033312439918518, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 190.0, 'epoch': 4.12}
+{'train/ce_loss': 1.175765872001648, 'train/diffusion_loss': 0.49339818954467773, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 173.0, 'epoch': 4.12}
+{'train/ce_loss': 0.9977255463600159, 'train/diffusion_loss': 0.4998491704463959, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 146.0, 'epoch': 4.12}
+{'train/ce_loss': 0.9497115612030029, 'train/diffusion_loss': 0.5132460594177246, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 144.0, 'epoch': 4.12}
+{'train/ce_loss': 1.0582740306854248, 'train/diffusion_loss': 0.6180084943771362, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.12}
+{'train/ce_loss': 1.2417824268341064, 'train/diffusion_loss': 0.4846244156360626, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 188.0, 'epoch': 4.12}
+{'train/ce_loss': 1.167156457901001, 'train/diffusion_loss': 0.48694369196891785, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 127.0, 'epoch': 4.12}
+{'train/ce_loss': 1.011167049407959, 'train/diffusion_loss': 0.5160079002380371, 'epoch': 4.12}
+{'train/learning_rate_real': 3.7508912263131524e-06, 'epoch': 4.12}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.13}
+{'train/ce_loss': 0.9150866270065308, 'train/diffusion_loss': 0.4963665306568146, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 138.0, 'epoch': 4.13}
+{'train/ce_loss': 0.7730893492698669, 'train/diffusion_loss': 0.5364859700202942, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 160.0, 'epoch': 4.13}
+{'train/ce_loss': 1.1925431489944458, 'train/diffusion_loss': 0.5474293828010559, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 182.0, 'debug/num_tok_loss': 53.0, 'debug/num_lat_total': 182.0, 'debug/num_lat_loss': 53.0, 'epoch': 4.13}
+{'train/ce_loss': 0.5212389230728149, 'train/diffusion_loss': 0.44864553213119507, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 94.0, 'epoch': 4.13}
+{'train/ce_loss': 0.6889627575874329, 'train/diffusion_loss': 0.408193439245224, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 178.0, 'epoch': 4.13}
+{'train/ce_loss': 1.185688853263855, 'train/diffusion_loss': 0.4921960234642029, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 403.0, 'debug/num_tok_loss': 225.0, 'debug/num_lat_total': 403.0, 'debug/num_lat_loss': 225.0, 'epoch': 4.13}
+{'train/ce_loss': 1.3579286336898804, 'train/diffusion_loss': 0.4909549951553345, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 132.0, 'epoch': 4.13}
+{'train/ce_loss': 1.1172457933425903, 'train/diffusion_loss': 0.4120869040489197, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 50.0, 'epoch': 4.13}
+{'train/ce_loss': 0.39876455068588257, 'train/diffusion_loss': 0.35257261991500854, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.13}
+{'train/ce_loss': 0.9620327353477478, 'train/diffusion_loss': 0.5262003540992737, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 114.0, 'epoch': 4.13}
+{'train/ce_loss': 0.7944751977920532, 'train/diffusion_loss': 0.4724658131599426, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 97.0, 'epoch': 4.13}
+{'train/ce_loss': 0.5031090974807739, 'train/diffusion_loss': 0.4461999237537384, 'epoch': 4.13}
+{'train/learning_rate_real': 3.644124703518542e-06, 'epoch': 4.13}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 105.0, 'epoch': 4.15}
+{'train/ce_loss': 0.9119829535484314, 'train/diffusion_loss': 0.5448974370956421, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 181.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 181.0, 'epoch': 4.15}
+{'train/ce_loss': 0.9767059683799744, 'train/diffusion_loss': 0.48806360363960266, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 138.0, 'epoch': 4.15}
+{'train/ce_loss': 1.0525518655776978, 'train/diffusion_loss': 0.4674001634120941, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 185.0, 'epoch': 4.15}
+{'train/ce_loss': 1.369777798652649, 'train/diffusion_loss': 0.5753340721130371, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 79.0, 'epoch': 4.15}
+{'train/ce_loss': 0.6204156279563904, 'train/diffusion_loss': 0.39515382051467896, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 70.0, 'epoch': 4.15}
+{'train/ce_loss': 0.6551671028137207, 'train/diffusion_loss': 0.432221919298172, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 187.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 187.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.15}
+{'train/ce_loss': 0.8594403266906738, 'train/diffusion_loss': 0.5206847190856934, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 159.0, 'epoch': 4.15}
+{'train/ce_loss': 1.16398024559021, 'train/diffusion_loss': 0.5436891913414001, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 64.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 64.0, 'epoch': 4.15}
+{'train/ce_loss': 0.6435256004333496, 'train/diffusion_loss': 0.4696362614631653, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 129.0, 'epoch': 4.15}
+{'train/ce_loss': 0.855066180229187, 'train/diffusion_loss': 0.47019219398498535, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 115.0, 'epoch': 4.15}
+{'train/ce_loss': 0.8703773021697998, 'train/diffusion_loss': 0.4676761031150818, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 121.0, 'epoch': 4.15}
+{'train/ce_loss': 0.8936032056808472, 'train/diffusion_loss': 0.5373648405075073, 'epoch': 4.15}
+{'train/learning_rate_real': 3.5387801599533475e-06, 'epoch': 4.15}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 118.0, 'epoch': 4.16}
+{'train/ce_loss': 0.939298152923584, 'train/diffusion_loss': 0.47111859917640686, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 315.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 315.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.16}
+{'train/ce_loss': 0.9232112169265747, 'train/diffusion_loss': 0.4957590699195862, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 167.0, 'epoch': 4.16}
+{'train/ce_loss': 1.0709586143493652, 'train/diffusion_loss': 0.5160806775093079, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 196.0, 'epoch': 4.16}
+{'train/ce_loss': 1.2167192697525024, 'train/diffusion_loss': 0.44559064507484436, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 189.0, 'epoch': 4.16}
+{'train/ce_loss': 1.4582632780075073, 'train/diffusion_loss': 0.4444599747657776, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 105.0, 'epoch': 4.16}
+{'train/ce_loss': 0.7300814986228943, 'train/diffusion_loss': 0.41570940613746643, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.16}
+{'train/ce_loss': 1.0114845037460327, 'train/diffusion_loss': 0.5797674059867859, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 159.0, 'epoch': 4.16}
+{'train/ce_loss': 1.4366244077682495, 'train/diffusion_loss': 0.490599125623703, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 159.0, 'epoch': 4.16}
+{'train/ce_loss': 1.1939784288406372, 'train/diffusion_loss': 0.45882102847099304, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 171.0, 'epoch': 4.16}
+{'train/ce_loss': 1.2704994678497314, 'train/diffusion_loss': 0.504763126373291, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 172.0, 'epoch': 4.16}
+{'train/ce_loss': 1.2089265584945679, 'train/diffusion_loss': 0.539860188961029, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 79.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 79.0, 'epoch': 4.16}
+{'train/ce_loss': 0.7725715637207031, 'train/diffusion_loss': 0.5525303483009338, 'epoch': 4.16}
+{'train/learning_rate_real': 3.43486460997548e-06, 'epoch': 4.16}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 142.0, 'epoch': 4.17}
+{'train/ce_loss': 0.9630318880081177, 'train/diffusion_loss': 0.4406167268753052, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.17}
+{'train/ce_loss': 0.8817367553710938, 'train/diffusion_loss': 0.6403501033782959, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 135.0, 'epoch': 4.17}
+{'train/ce_loss': 1.035119891166687, 'train/diffusion_loss': 0.5195644497871399, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 58.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 58.0, 'epoch': 4.17}
+{'train/ce_loss': 0.5978935360908508, 'train/diffusion_loss': 0.44865068793296814, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.17}
+{'train/ce_loss': 0.9660157561302185, 'train/diffusion_loss': 0.5749496221542358, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 117.0, 'epoch': 4.17}
+{'train/ce_loss': 1.0414865016937256, 'train/diffusion_loss': 0.5727629065513611, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 126.0, 'epoch': 4.17}
+{'train/ce_loss': 0.9891352653503418, 'train/diffusion_loss': 0.5360910892486572, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 173.0, 'epoch': 4.17}
+{'train/ce_loss': 1.1187372207641602, 'train/diffusion_loss': 0.48148322105407715, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 148.0, 'epoch': 4.17}
+{'train/ce_loss': 1.2309454679489136, 'train/diffusion_loss': 0.4604111313819885, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 83.0, 'epoch': 4.17}
+{'train/ce_loss': 0.5964776873588562, 'train/diffusion_loss': 0.48110702633857727, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 126.0, 'epoch': 4.17}
+{'train/ce_loss': 0.6275686025619507, 'train/diffusion_loss': 0.4634684920310974, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 174.0, 'epoch': 4.17}
+{'train/ce_loss': 1.2179700136184692, 'train/diffusion_loss': 0.5098305344581604, 'epoch': 4.17}
+{'train/learning_rate_real': 3.3323849727934426e-06, 'epoch': 4.17}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 174.0, 'epoch': 4.18}
+{'train/ce_loss': 1.50393807888031, 'train/diffusion_loss': 0.5002455711364746, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 80.0, 'epoch': 4.18}
+{'train/ce_loss': 0.6317841410636902, 'train/diffusion_loss': 0.48740988969802856, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 291.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 291.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.18}
+{'train/ce_loss': 0.932876706123352, 'train/diffusion_loss': 0.46110832691192627, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 148.0, 'epoch': 4.18}
+{'train/ce_loss': 1.080356478691101, 'train/diffusion_loss': 0.5127806067466736, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 163.0, 'epoch': 4.18}
+{'train/ce_loss': 1.284575343132019, 'train/diffusion_loss': 0.5176191329956055, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 114.0, 'epoch': 4.18}
+{'train/ce_loss': 1.1186833381652832, 'train/diffusion_loss': 0.499836802482605, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.18}
+{'train/ce_loss': 1.2007503509521484, 'train/diffusion_loss': 0.5111439228057861, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 130.0, 'epoch': 4.18}
+{'train/ce_loss': 0.8507135510444641, 'train/diffusion_loss': 0.4731462299823761, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 101.0, 'epoch': 4.18}
+{'train/ce_loss': 0.7756072282791138, 'train/diffusion_loss': 0.4423670172691345, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 88.0, 'epoch': 4.18}
+{'train/ce_loss': 0.7052279114723206, 'train/diffusion_loss': 0.4581696391105652, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 104.0, 'epoch': 4.18}
+{'train/ce_loss': 0.8254933953285217, 'train/diffusion_loss': 0.46118590235710144, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 108.0, 'epoch': 4.18}
+{'train/ce_loss': 0.9409657716751099, 'train/diffusion_loss': 0.43908125162124634, 'epoch': 4.18}
+{'train/learning_rate_real': 3.2313480720055745e-06, 'epoch': 4.18}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 130.0, 'epoch': 4.19}
+{'train/ce_loss': 1.0240205526351929, 'train/diffusion_loss': 0.4468633234500885, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 89.0, 'epoch': 4.19}
+{'train/ce_loss': 0.6408535838127136, 'train/diffusion_loss': 0.4320780038833618, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 152.0, 'epoch': 4.19}
+{'train/ce_loss': 1.0768390893936157, 'train/diffusion_loss': 0.5044441819190979, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 109.0, 'epoch': 4.19}
+{'train/ce_loss': 0.8254064321517944, 'train/diffusion_loss': 0.41752979159355164, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.19}
+{'train/ce_loss': 0.8659859299659729, 'train/diffusion_loss': 0.4429321587085724, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 129.0, 'epoch': 4.19}
+{'train/ce_loss': 1.0862247943878174, 'train/diffusion_loss': 0.5534229278564453, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 117.0, 'epoch': 4.19}
+{'train/ce_loss': 0.8964852690696716, 'train/diffusion_loss': 0.4586830139160156, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 191.0, 'epoch': 4.19}
+{'train/ce_loss': 1.537189245223999, 'train/diffusion_loss': 0.584921658039093, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 168.0, 'epoch': 4.19}
+{'train/ce_loss': 0.9747499823570251, 'train/diffusion_loss': 0.5875533819198608, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 157.0, 'epoch': 4.19}
+{'train/ce_loss': 0.9230049252510071, 'train/diffusion_loss': 0.5169211626052856, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 84.0, 'epoch': 4.19}
+{'train/ce_loss': 0.967728316783905, 'train/diffusion_loss': 0.4291204810142517, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 87.0, 'epoch': 4.19}
+{'train/ce_loss': 0.5280765891075134, 'train/diffusion_loss': 0.45179852843284607, 'epoch': 4.19}
+{'train/learning_rate_real': 3.13176063514575e-06, 'epoch': 4.19}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 92.0, 'epoch': 4.21}
+{'train/ce_loss': 0.7148318290710449, 'train/diffusion_loss': 0.423886775970459, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 91.0, 'epoch': 4.21}
+{'train/ce_loss': 0.7267162203788757, 'train/diffusion_loss': 0.4802600145339966, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 140.0, 'epoch': 4.21}
+{'train/ce_loss': 1.02867591381073, 'train/diffusion_loss': 0.47868216037750244, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 183.0, 'epoch': 4.21}
+{'train/ce_loss': 1.2494796514511108, 'train/diffusion_loss': 0.48859646916389465, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 91.0, 'epoch': 4.21}
+{'train/ce_loss': 0.7390569448471069, 'train/diffusion_loss': 0.4667086601257324, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 117.0, 'epoch': 4.21}
+{'train/ce_loss': 0.8988081216812134, 'train/diffusion_loss': 0.5172202587127686, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.21}
+{'train/ce_loss': 1.0505845546722412, 'train/diffusion_loss': 0.44861680269241333, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 163.0, 'epoch': 4.21}
+{'train/ce_loss': 1.2325644493103027, 'train/diffusion_loss': 0.48655298352241516, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 190.0, 'epoch': 4.21}
+{'train/ce_loss': 1.2241475582122803, 'train/diffusion_loss': 0.5238579511642456, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 183.0, 'epoch': 4.21}
+{'train/ce_loss': 1.4430538415908813, 'train/diffusion_loss': 0.5376150012016296, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 137.0, 'epoch': 4.21}
+{'train/ce_loss': 0.9483681917190552, 'train/diffusion_loss': 0.5175842642784119, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 140.0, 'epoch': 4.21}
+{'train/ce_loss': 0.9382467865943909, 'train/diffusion_loss': 0.520852267742157, 'epoch': 4.21}
+{'train/learning_rate_real': 3.0336292932353904e-06, 'epoch': 4.21}
+{'loss': 17.6645, 'grad_norm': 21.996780395507812, 'learning_rate': 3.0336292932353904e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.22}
+{'train/ce_loss': 1.0387946367263794, 'train/diffusion_loss': 0.5052220225334167, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 227.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 227.0, 'debug/num_lat_loss': 114.0, 'epoch': 4.22}
+{'train/ce_loss': 0.9096150994300842, 'train/diffusion_loss': 0.4736769199371338, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 98.0, 'epoch': 4.22}
+{'train/ce_loss': 0.8435097932815552, 'train/diffusion_loss': 0.42099419236183167, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 94.0, 'epoch': 4.22}
+{'train/ce_loss': 1.0456663370132446, 'train/diffusion_loss': 0.485221266746521, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 84.0, 'epoch': 4.22}
+{'train/ce_loss': 0.7880035042762756, 'train/diffusion_loss': 0.3409741222858429, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 145.0, 'epoch': 4.22}
+{'train/ce_loss': 0.9724181890487671, 'train/diffusion_loss': 0.5955605506896973, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 143.0, 'epoch': 4.22}
+{'train/ce_loss': 1.4340695142745972, 'train/diffusion_loss': 0.5529767870903015, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 244.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 244.0, 'debug/num_lat_loss': 83.0, 'epoch': 4.22}
+{'train/ce_loss': 0.5544607639312744, 'train/diffusion_loss': 0.4552616775035858, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 157.0, 'epoch': 4.22}
+{'train/ce_loss': 1.0537282228469849, 'train/diffusion_loss': 0.48644015192985535, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 144.0, 'epoch': 4.22}
+{'train/ce_loss': 1.028583288192749, 'train/diffusion_loss': 0.5494997501373291, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 189.0, 'epoch': 4.22}
+{'train/ce_loss': 1.3852269649505615, 'train/diffusion_loss': 0.542037844657898, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 168.0, 'epoch': 4.22}
+{'train/ce_loss': 0.9192305207252502, 'train/diffusion_loss': 0.4652175009250641, 'epoch': 4.22}
+{'train/learning_rate_real': 2.9369605803419715e-06, 'epoch': 4.22}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 158.0, 'epoch': 4.23}
+{'train/ce_loss': 0.9772898554801941, 'train/diffusion_loss': 0.4879586100578308, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 148.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 148.0, 'epoch': 4.23}
+{'train/ce_loss': 1.3477460145950317, 'train/diffusion_loss': 0.5730500221252441, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 163.0, 'epoch': 4.23}
+{'train/ce_loss': 1.1539349555969238, 'train/diffusion_loss': 0.5576754212379456, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.23}
+{'train/ce_loss': 1.0154359340667725, 'train/diffusion_loss': 0.533891499042511, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 97.0, 'epoch': 4.23}
+{'train/ce_loss': 0.8898841142654419, 'train/diffusion_loss': 0.4464927911758423, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 135.0, 'epoch': 4.23}
+{'train/ce_loss': 0.9071036577224731, 'train/diffusion_loss': 0.5072468519210815, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 132.0, 'epoch': 4.23}
+{'train/ce_loss': 1.1884955167770386, 'train/diffusion_loss': 0.4726361930370331, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 231.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 231.0, 'epoch': 4.23}
+{'train/ce_loss': 1.270922064781189, 'train/diffusion_loss': 0.5326200723648071, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 182.0, 'epoch': 4.23}
+{'train/ce_loss': 1.2031255960464478, 'train/diffusion_loss': 0.48593494296073914, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 172.0, 'epoch': 4.23}
+{'train/ce_loss': 1.2531315088272095, 'train/diffusion_loss': 0.4929312765598297, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 153.0, 'epoch': 4.23}
+{'train/ce_loss': 1.1082254648208618, 'train/diffusion_loss': 0.43093323707580566, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 197.0, 'epoch': 4.23}
+{'train/ce_loss': 1.4498471021652222, 'train/diffusion_loss': 0.5077640414237976, 'epoch': 4.23}
+{'train/learning_rate_real': 2.8417609331439165e-06, 'epoch': 4.23}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 165.0, 'epoch': 4.24}
+{'train/ce_loss': 1.3640295267105103, 'train/diffusion_loss': 0.45711982250213623, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 168.0, 'epoch': 4.24}
+{'train/ce_loss': 1.0199315547943115, 'train/diffusion_loss': 0.5357471704483032, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 161.0, 'epoch': 4.24}
+{'train/ce_loss': 1.0742037296295166, 'train/diffusion_loss': 0.44674599170684814, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 162.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 162.0, 'debug/num_lat_loss': 88.0, 'epoch': 4.24}
+{'train/ce_loss': 0.6454643607139587, 'train/diffusion_loss': 0.38912662863731384, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 215.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 215.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.24}
+{'train/ce_loss': 0.7396628856658936, 'train/diffusion_loss': 0.4849677085876465, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 236.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 236.0, 'epoch': 4.24}
+{'train/ce_loss': 1.5080091953277588, 'train/diffusion_loss': 0.5166028738021851, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 124.0, 'epoch': 4.24}
+{'train/ce_loss': 1.008033037185669, 'train/diffusion_loss': 0.44189995527267456, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 167.0, 'epoch': 4.24}
+{'train/ce_loss': 1.0988036394119263, 'train/diffusion_loss': 0.4549747109413147, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 187.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 187.0, 'epoch': 4.24}
+{'train/ce_loss': 1.249284029006958, 'train/diffusion_loss': 0.527183473110199, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 136.0, 'epoch': 4.24}
+{'train/ce_loss': 1.0200231075286865, 'train/diffusion_loss': 0.4522430896759033, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 197.0, 'epoch': 4.24}
+{'train/ce_loss': 1.246346116065979, 'train/diffusion_loss': 0.4871818721294403, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 360.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 360.0, 'debug/num_lat_loss': 179.0, 'epoch': 4.24}
+{'train/ce_loss': 0.9468063116073608, 'train/diffusion_loss': 0.5592889785766602, 'epoch': 4.24}
+{'train/learning_rate_real': 2.74803669050204e-06, 'epoch': 4.24}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 110.0, 'epoch': 4.25}
+{'train/ce_loss': 0.7107405662536621, 'train/diffusion_loss': 0.5288448929786682, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 137.0, 'epoch': 4.25}
+{'train/ce_loss': 1.0682110786437988, 'train/diffusion_loss': 0.5489553213119507, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 127.0, 'epoch': 4.25}
+{'train/ce_loss': 1.0157967805862427, 'train/diffusion_loss': 0.45080235600471497, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 131.0, 'epoch': 4.25}
+{'train/ce_loss': 1.155421495437622, 'train/diffusion_loss': 0.4378334879875183, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.25}
+{'train/ce_loss': 1.1040812730789185, 'train/diffusion_loss': 0.4863226115703583, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 124.0, 'epoch': 4.25}
+{'train/ce_loss': 0.9293057918548584, 'train/diffusion_loss': 0.4559168815612793, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 120.0, 'epoch': 4.25}
+{'train/ce_loss': 0.7046040296554565, 'train/diffusion_loss': 0.4394553601741791, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.25}
+{'train/ce_loss': 1.1693298816680908, 'train/diffusion_loss': 0.5287584662437439, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 155.0, 'epoch': 4.25}
+{'train/ce_loss': 1.2741209268569946, 'train/diffusion_loss': 0.49689823389053345, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 68.0, 'epoch': 4.25}
+{'train/ce_loss': 0.5219769477844238, 'train/diffusion_loss': 0.41125836968421936, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 132.0, 'epoch': 4.25}
+{'train/ce_loss': 0.9243239760398865, 'train/diffusion_loss': 0.48052963614463806, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 114.0, 'epoch': 4.25}
+{'train/ce_loss': 0.8659765720367432, 'train/diffusion_loss': 0.38575342297554016, 'epoch': 4.25}
+{'train/learning_rate_real': 2.6557940930374504e-06, 'epoch': 4.25}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.27}
+{'train/ce_loss': 0.9675868153572083, 'train/diffusion_loss': 0.46700578927993774, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 135.0, 'epoch': 4.27}
+{'train/ce_loss': 1.1958222389221191, 'train/diffusion_loss': 0.4917325973510742, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 139.0, 'epoch': 4.27}
+{'train/ce_loss': 1.075358271598816, 'train/diffusion_loss': 0.4739508330821991, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 159.0, 'epoch': 4.27}
+{'train/ce_loss': 1.2005263566970825, 'train/diffusion_loss': 0.5168593525886536, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 370.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 370.0, 'debug/num_lat_loss': 207.0, 'epoch': 4.27}
+{'train/ce_loss': 1.5196188688278198, 'train/diffusion_loss': 0.5702819228172302, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 368.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 368.0, 'debug/num_lat_loss': 188.0, 'epoch': 4.27}
+{'train/ce_loss': 1.2537126541137695, 'train/diffusion_loss': 0.48791980743408203, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 74.0, 'epoch': 4.27}
+{'train/ce_loss': 0.561674952507019, 'train/diffusion_loss': 0.4564531743526459, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 203.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 203.0, 'debug/num_lat_loss': 81.0, 'epoch': 4.27}
+{'train/ce_loss': 0.7588333487510681, 'train/diffusion_loss': 0.49834057688713074, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 153.0, 'epoch': 4.27}
+{'train/ce_loss': 0.8480483293533325, 'train/diffusion_loss': 0.4889163374900818, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.27}
+{'train/ce_loss': 0.9165934324264526, 'train/diffusion_loss': 0.4673573672771454, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 108.0, 'epoch': 4.27}
+{'train/ce_loss': 0.890311598777771, 'train/diffusion_loss': 0.44692251086235046, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 132.0, 'epoch': 4.27}
+{'train/ce_loss': 0.848441481590271, 'train/diffusion_loss': 0.5020357966423035, 'epoch': 4.27}
+{'train/learning_rate_real': 2.565039282716045e-06, 'epoch': 4.27}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 167.0, 'epoch': 4.28}
+{'train/ce_loss': 1.4628771543502808, 'train/diffusion_loss': 0.4997979402542114, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 377.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 377.0, 'debug/num_lat_loss': 191.0, 'epoch': 4.28}
+{'train/ce_loss': 1.2578299045562744, 'train/diffusion_loss': 0.484905868768692, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 159.0, 'epoch': 4.28}
+{'train/ce_loss': 0.7918717861175537, 'train/diffusion_loss': 0.4570769667625427, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 120.0, 'epoch': 4.28}
+{'train/ce_loss': 0.9252988696098328, 'train/diffusion_loss': 0.489556223154068, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 380.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 380.0, 'debug/num_lat_loss': 197.0, 'epoch': 4.28}
+{'train/ce_loss': 0.9418473243713379, 'train/diffusion_loss': 0.5545163154602051, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 214.0, 'epoch': 4.28}
+{'train/ce_loss': 1.4670358896255493, 'train/diffusion_loss': 0.4923904240131378, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 245.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 245.0, 'debug/num_lat_loss': 101.0, 'epoch': 4.28}
+{'train/ce_loss': 0.8003898859024048, 'train/diffusion_loss': 0.4540199041366577, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 77.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 77.0, 'epoch': 4.28}
+{'train/ce_loss': 0.6912914514541626, 'train/diffusion_loss': 0.41027405858039856, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 151.0, 'epoch': 4.28}
+{'train/ce_loss': 0.9528759717941284, 'train/diffusion_loss': 0.4591337740421295, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 169.0, 'epoch': 4.28}
+{'train/ce_loss': 1.1493799686431885, 'train/diffusion_loss': 0.4870944023132324, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 176.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 176.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.28}
+{'train/ce_loss': 0.7904676795005798, 'train/diffusion_loss': 0.44944891333580017, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.28}
+{'train/ce_loss': 1.1257648468017578, 'train/diffusion_loss': 0.444559782743454, 'epoch': 4.28}
+{'train/learning_rate_real': 2.475778302439524e-06, 'epoch': 4.28}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 204.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 204.0, 'epoch': 4.29}
+{'train/ce_loss': 1.2064276933670044, 'train/diffusion_loss': 0.490874320268631, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 100.0, 'epoch': 4.29}
+{'train/ce_loss': 0.8235172033309937, 'train/diffusion_loss': 0.4519850015640259, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 167.0, 'epoch': 4.29}
+{'train/ce_loss': 1.1668230295181274, 'train/diffusion_loss': 0.4818621575832367, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 101.0, 'epoch': 4.29}
+{'train/ce_loss': 0.76912522315979, 'train/diffusion_loss': 0.4226311445236206, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 129.0, 'epoch': 4.29}
+{'train/ce_loss': 0.9979127049446106, 'train/diffusion_loss': 0.48624107241630554, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 226.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 226.0, 'epoch': 4.29}
+{'train/ce_loss': 1.282907247543335, 'train/diffusion_loss': 0.5581747889518738, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 137.0, 'epoch': 4.29}
+{'train/ce_loss': 1.0019463300704956, 'train/diffusion_loss': 0.45235344767570496, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.29}
+{'train/ce_loss': 0.890553891658783, 'train/diffusion_loss': 0.42761844396591187, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.29}
+{'train/ce_loss': 1.2013864517211914, 'train/diffusion_loss': 0.562839150428772, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 164.0, 'epoch': 4.29}
+{'train/ce_loss': 1.214317798614502, 'train/diffusion_loss': 0.49478062987327576, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 146.0, 'epoch': 4.29}
+{'train/ce_loss': 1.1458334922790527, 'train/diffusion_loss': 0.5283421277999878, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 68.0, 'epoch': 4.29}
+{'train/ce_loss': 0.5743762254714966, 'train/diffusion_loss': 0.41895702481269836, 'epoch': 4.29}
+{'train/learning_rate_real': 2.3880170956430468e-06, 'epoch': 4.29}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 86.0, 'epoch': 4.3}
+{'train/ce_loss': 0.656671404838562, 'train/diffusion_loss': 0.5087827444076538, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 164.0, 'epoch': 4.3}
+{'train/ce_loss': 1.0891942977905273, 'train/diffusion_loss': 0.5376734733581543, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 91.0, 'epoch': 4.3}
+{'train/ce_loss': 0.9272037148475647, 'train/diffusion_loss': 0.42207789421081543, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 95.0, 'epoch': 4.3}
+{'train/ce_loss': 0.5965242385864258, 'train/diffusion_loss': 0.4847216308116913, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 150.0, 'epoch': 4.3}
+{'train/ce_loss': 1.0966300964355469, 'train/diffusion_loss': 0.5127757787704468, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 166.0, 'epoch': 4.3}
+{'train/ce_loss': 1.2655898332595825, 'train/diffusion_loss': 0.4566632807254791, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 110.0, 'epoch': 4.3}
+{'train/ce_loss': 0.8503678441047668, 'train/diffusion_loss': 0.4389024078845978, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 151.0, 'epoch': 4.3}
+{'train/ce_loss': 1.0774132013320923, 'train/diffusion_loss': 0.49099257588386536, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 202.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 202.0, 'epoch': 4.3}
+{'train/ce_loss': 1.6705999374389648, 'train/diffusion_loss': 0.561762273311615, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 358.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 358.0, 'debug/num_lat_loss': 197.0, 'epoch': 4.3}
+{'train/ce_loss': 1.524986982345581, 'train/diffusion_loss': 0.5480478405952454, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 366.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 366.0, 'debug/num_lat_loss': 172.0, 'epoch': 4.3}
+{'train/ce_loss': 1.523719310760498, 'train/diffusion_loss': 0.508691132068634, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 118.0, 'epoch': 4.3}
+{'train/ce_loss': 0.832208514213562, 'train/diffusion_loss': 0.49683281779289246, 'epoch': 4.3}
+{'train/learning_rate_real': 2.301761505899466e-06, 'epoch': 4.3}
+{'debug/num_tok_total': 412.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 412.0, 'debug/num_lat_loss': 213.0, 'epoch': 4.31}
+{'train/ce_loss': 1.3657084703445435, 'train/diffusion_loss': 0.5406699180603027, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.31}
+{'train/ce_loss': 0.8817306756973267, 'train/diffusion_loss': 0.43829748034477234, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 92.0, 'epoch': 4.31}
+{'train/ce_loss': 0.7018153667449951, 'train/diffusion_loss': 0.4632264971733093, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 207.0, 'epoch': 4.31}
+{'train/ce_loss': 1.4989490509033203, 'train/diffusion_loss': 0.5123630166053772, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 124.0, 'epoch': 4.31}
+{'train/ce_loss': 0.8699476718902588, 'train/diffusion_loss': 0.4702613055706024, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 92.0, 'epoch': 4.31}
+{'train/ce_loss': 0.671271562576294, 'train/diffusion_loss': 0.41891348361968994, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.31}
+{'train/ce_loss': 1.140728235244751, 'train/diffusion_loss': 0.44774293899536133, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 93.0, 'epoch': 4.31}
+{'train/ce_loss': 0.6596667766571045, 'train/diffusion_loss': 0.42739418148994446, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 136.0, 'epoch': 4.31}
+{'train/ce_loss': 0.9255288243293762, 'train/diffusion_loss': 0.5392245054244995, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 227.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 227.0, 'debug/num_lat_loss': 83.0, 'epoch': 4.31}
+{'train/ce_loss': 0.6381688714027405, 'train/diffusion_loss': 0.4630783200263977, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 166.0, 'epoch': 4.31}
+{'train/ce_loss': 1.4555920362472534, 'train/diffusion_loss': 0.6036557555198669, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 140.0, 'epoch': 4.31}
+{'train/ce_loss': 0.85757976770401, 'train/diffusion_loss': 0.4744793474674225, 'epoch': 4.31}
+{'train/learning_rate_real': 2.2170172765302504e-06, 'epoch': 4.31}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 120.0, 'epoch': 4.33}
+{'train/ce_loss': 0.945469081401825, 'train/diffusion_loss': 0.44681358337402344, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 144.0, 'epoch': 4.33}
+{'train/ce_loss': 1.2924705743789673, 'train/diffusion_loss': 0.4870120584964752, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 76.0, 'epoch': 4.33}
+{'train/ce_loss': 0.6897974014282227, 'train/diffusion_loss': 0.43959352374076843, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 104.0, 'epoch': 4.33}
+{'train/ce_loss': 0.8765473365783691, 'train/diffusion_loss': 0.47882530093193054, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 218.0, 'epoch': 4.33}
+{'train/ce_loss': 1.5054314136505127, 'train/diffusion_loss': 0.49141648411750793, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'debug/num_tok_total': 409.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 409.0, 'debug/num_lat_loss': 210.0, 'epoch': 4.33}
+{'train/ce_loss': 1.1483862400054932, 'train/diffusion_loss': 0.45043134689331055, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 183.0, 'epoch': 4.33}
+{'train/ce_loss': 1.1884464025497437, 'train/diffusion_loss': 0.4992952346801758, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 164.0, 'epoch': 4.33}
+{'train/ce_loss': 0.9775152802467346, 'train/diffusion_loss': 0.5214384198188782, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 122.0, 'epoch': 4.33}
+{'train/ce_loss': 0.9144958257675171, 'train/diffusion_loss': 0.501102864742279, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'debug/num_tok_total': 185.0, 'debug/num_tok_loss': 41.0, 'debug/num_lat_total': 185.0, 'debug/num_lat_loss': 41.0, 'epoch': 4.33}
+{'train/ce_loss': 0.3426385223865509, 'train/diffusion_loss': 0.3250282108783722, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'debug/num_tok_total': 403.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 403.0, 'debug/num_lat_loss': 206.0, 'epoch': 4.33}
+{'train/ce_loss': 1.3910343647003174, 'train/diffusion_loss': 0.511062741279602, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 151.0, 'epoch': 4.33}
+{'train/ce_loss': 1.3588016033172607, 'train/diffusion_loss': 0.5182532072067261, 'epoch': 4.33}
+{'train/learning_rate_real': 2.1337900502230584e-06, 'epoch': 4.33}
+{'loss': 17.8635, 'grad_norm': 22.29443359375, 'learning_rate': 2.1337900502230584e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 161.0, 'epoch': 4.34}
+{'train/ce_loss': 1.1059972047805786, 'train/diffusion_loss': 0.49881407618522644, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 182.0, 'epoch': 4.34}
+{'train/ce_loss': 1.439284086227417, 'train/diffusion_loss': 0.5621023774147034, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 165.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 165.0, 'debug/num_lat_loss': 91.0, 'epoch': 4.34}
+{'train/ce_loss': 0.7769630551338196, 'train/diffusion_loss': 0.463539719581604, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 161.0, 'epoch': 4.34}
+{'train/ce_loss': 1.0522183179855347, 'train/diffusion_loss': 0.4743378460407257, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.34}
+{'train/ce_loss': 0.9971839785575867, 'train/diffusion_loss': 0.5131819844245911, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.34}
+{'train/ce_loss': 0.9669278264045715, 'train/diffusion_loss': 0.4806438386440277, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 63.0, 'epoch': 4.34}
+{'train/ce_loss': 0.5198636651039124, 'train/diffusion_loss': 0.36848774552345276, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 60.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 60.0, 'epoch': 4.34}
+{'train/ce_loss': 0.49805182218551636, 'train/diffusion_loss': 0.45791080594062805, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 95.0, 'epoch': 4.34}
+{'train/ce_loss': 0.6081998348236084, 'train/diffusion_loss': 0.4103139042854309, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 376.0, 'debug/num_tok_loss': 221.0, 'debug/num_lat_total': 376.0, 'debug/num_lat_loss': 221.0, 'epoch': 4.34}
+{'train/ce_loss': 1.398817539215088, 'train/diffusion_loss': 0.5113157033920288, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 110.0, 'epoch': 4.34}
+{'train/ce_loss': 0.8698188066482544, 'train/diffusion_loss': 0.507110059261322, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 178.0, 'epoch': 4.34}
+{'train/ce_loss': 1.060335636138916, 'train/diffusion_loss': 0.4501151740550995, 'epoch': 4.34}
+{'train/learning_rate_real': 2.0520853686560178e-06, 'epoch': 4.34}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 137.0, 'epoch': 4.35}
+{'train/ce_loss': 0.7756737470626831, 'train/diffusion_loss': 0.4253966212272644, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 219.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 219.0, 'epoch': 4.35}
+{'train/ce_loss': 1.189716100692749, 'train/diffusion_loss': 0.47625821828842163, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 123.0, 'epoch': 4.35}
+{'train/ce_loss': 0.8280208110809326, 'train/diffusion_loss': 0.4325607717037201, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 177.0, 'epoch': 4.35}
+{'train/ce_loss': 1.0949591398239136, 'train/diffusion_loss': 0.45838773250579834, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.35}
+{'train/ce_loss': 0.9674602746963501, 'train/diffusion_loss': 0.49823716282844543, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 85.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 85.0, 'epoch': 4.35}
+{'train/ce_loss': 0.5406959652900696, 'train/diffusion_loss': 0.40085217356681824, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 163.0, 'epoch': 4.35}
+{'train/ce_loss': 1.1835719347000122, 'train/diffusion_loss': 0.4714834690093994, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 154.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 154.0, 'epoch': 4.35}
+{'train/ce_loss': 0.9729296565055847, 'train/diffusion_loss': 0.440951943397522, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 81.0, 'epoch': 4.35}
+{'train/ce_loss': 0.689167857170105, 'train/diffusion_loss': 0.43938079476356506, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 123.0, 'epoch': 4.35}
+{'train/ce_loss': 0.8398268818855286, 'train/diffusion_loss': 0.4578007459640503, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 165.0, 'epoch': 4.35}
+{'train/ce_loss': 1.3159593343734741, 'train/diffusion_loss': 0.5444889664649963, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 106.0, 'epoch': 4.35}
+{'train/ce_loss': 1.0221866369247437, 'train/diffusion_loss': 0.5216635465621948, 'epoch': 4.35}
+{'train/learning_rate_real': 1.97190867212875e-06, 'epoch': 4.35}
+{'debug/num_tok_total': 209.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 209.0, 'debug/num_lat_loss': 67.0, 'epoch': 4.36}
+{'train/ce_loss': 0.56699138879776, 'train/diffusion_loss': 0.3856767416000366, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 98.0, 'epoch': 4.36}
+{'train/ce_loss': 0.6515722870826721, 'train/diffusion_loss': 0.49128127098083496, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 110.0, 'epoch': 4.36}
+{'train/ce_loss': 0.7435934543609619, 'train/diffusion_loss': 0.3922410309314728, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 271.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 271.0, 'debug/num_lat_loss': 110.0, 'epoch': 4.36}
+{'train/ce_loss': 0.7426721453666687, 'train/diffusion_loss': 0.44577160477638245, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 176.0, 'epoch': 4.36}
+{'train/ce_loss': 1.42412531375885, 'train/diffusion_loss': 0.4554031789302826, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 105.0, 'epoch': 4.36}
+{'train/ce_loss': 0.8401587009429932, 'train/diffusion_loss': 0.40067628026008606, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 103.0, 'epoch': 4.36}
+{'train/ce_loss': 0.8126093745231628, 'train/diffusion_loss': 0.518065333366394, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.36}
+{'train/ce_loss': 0.885283887386322, 'train/diffusion_loss': 0.46587634086608887, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 158.0, 'epoch': 4.36}
+{'train/ce_loss': 0.9964191913604736, 'train/diffusion_loss': 0.4414544105529785, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 169.0, 'epoch': 4.36}
+{'train/ce_loss': 1.1218715906143188, 'train/diffusion_loss': 0.47827672958374023, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 167.0, 'epoch': 4.36}
+{'train/ce_loss': 1.3151154518127441, 'train/diffusion_loss': 0.5040106773376465, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 297.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 297.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.36}
+{'train/ce_loss': 0.8987429738044739, 'train/diffusion_loss': 0.4831070601940155, 'epoch': 4.36}
+{'train/learning_rate_real': 1.8932652992001032e-06, 'epoch': 4.36}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 115.0, 'epoch': 4.38}
+{'train/ce_loss': 1.0964479446411133, 'train/diffusion_loss': 0.4723402261734009, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 107.0, 'epoch': 4.38}
+{'train/ce_loss': 0.8559966683387756, 'train/diffusion_loss': 0.45025140047073364, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 165.0, 'epoch': 4.38}
+{'train/ce_loss': 1.1935304403305054, 'train/diffusion_loss': 0.5226249098777771, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 126.0, 'epoch': 4.38}
+{'train/ce_loss': 0.939093291759491, 'train/diffusion_loss': 0.4529314935207367, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 126.0, 'epoch': 4.38}
+{'train/ce_loss': 1.0494120121002197, 'train/diffusion_loss': 0.47881415486335754, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.38}
+{'train/ce_loss': 0.9671019315719604, 'train/diffusion_loss': 0.5608279705047607, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 398.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 398.0, 'debug/num_lat_loss': 218.0, 'epoch': 4.38}
+{'train/ce_loss': 1.5101191997528076, 'train/diffusion_loss': 0.5159264206886292, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 82.0, 'epoch': 4.38}
+{'train/ce_loss': 0.848525881767273, 'train/diffusion_loss': 0.4136490523815155, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 132.0, 'epoch': 4.38}
+{'train/ce_loss': 0.9687174558639526, 'train/diffusion_loss': 0.46507152915000916, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 138.0, 'epoch': 4.38}
+{'train/ce_loss': 1.0244566202163696, 'train/diffusion_loss': 0.4904874265193939, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 275.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 275.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.38}
+{'train/ce_loss': 1.267008900642395, 'train/diffusion_loss': 0.532006561756134, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 94.0, 'epoch': 4.38}
+{'train/ce_loss': 0.7612006068229675, 'train/diffusion_loss': 0.5182596445083618, 'epoch': 4.38}
+{'train/learning_rate_real': 1.8161604863327074e-06, 'epoch': 4.38}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 139.0, 'epoch': 4.39}
+{'train/ce_loss': 0.9154605269432068, 'train/diffusion_loss': 0.4761902689933777, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 144.0, 'epoch': 4.39}
+{'train/ce_loss': 0.9521728754043579, 'train/diffusion_loss': 0.5045372247695923, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 190.0, 'epoch': 4.39}
+{'train/ce_loss': 1.0034143924713135, 'train/diffusion_loss': 0.4753430187702179, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 123.0, 'epoch': 4.39}
+{'train/ce_loss': 0.7468756437301636, 'train/diffusion_loss': 0.44574832916259766, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 208.0, 'epoch': 4.39}
+{'train/ce_loss': 1.3874589204788208, 'train/diffusion_loss': 0.5491348505020142, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 83.0, 'epoch': 4.39}
+{'train/ce_loss': 0.6442290544509888, 'train/diffusion_loss': 0.4610864818096161, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 140.0, 'epoch': 4.39}
+{'train/ce_loss': 1.0009225606918335, 'train/diffusion_loss': 0.43882647156715393, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 143.0, 'epoch': 4.39}
+{'train/ce_loss': 1.1049619913101196, 'train/diffusion_loss': 0.47041448950767517, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 134.0, 'epoch': 4.39}
+{'train/ce_loss': 1.086929440498352, 'train/diffusion_loss': 0.503787100315094, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 350.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 350.0, 'debug/num_lat_loss': 173.0, 'epoch': 4.39}
+{'train/ce_loss': 1.1217784881591797, 'train/diffusion_loss': 0.4988599121570587, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 97.0, 'epoch': 4.39}
+{'train/ce_loss': 0.744534432888031, 'train/diffusion_loss': 0.47808781266212463, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 114.0, 'epoch': 4.39}
+{'train/ce_loss': 0.9585226774215698, 'train/diffusion_loss': 0.4638708829879761, 'epoch': 4.39}
+{'train/learning_rate_real': 1.7405993675442905e-06, 'epoch': 4.39}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.4}
+{'train/ce_loss': 1.0833829641342163, 'train/diffusion_loss': 0.48488280177116394, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.4}
+{'train/ce_loss': 1.0969232320785522, 'train/diffusion_loss': 0.47756776213645935, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 126.0, 'epoch': 4.4}
+{'train/ce_loss': 1.0103849172592163, 'train/diffusion_loss': 0.4795796871185303, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 179.0, 'epoch': 4.4}
+{'train/ce_loss': 1.2730298042297363, 'train/diffusion_loss': 0.5367885231971741, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 370.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 370.0, 'debug/num_lat_loss': 176.0, 'epoch': 4.4}
+{'train/ce_loss': 1.1865254640579224, 'train/diffusion_loss': 0.5163731575012207, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 191.0, 'epoch': 4.4}
+{'train/ce_loss': 1.3136390447616577, 'train/diffusion_loss': 0.48967283964157104, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 97.0, 'epoch': 4.4}
+{'train/ce_loss': 0.8729073405265808, 'train/diffusion_loss': 0.4292120337486267, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 108.0, 'epoch': 4.4}
+{'train/ce_loss': 0.9770029187202454, 'train/diffusion_loss': 0.4315410256385803, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 182.0, 'epoch': 4.4}
+{'train/ce_loss': 1.0771410465240479, 'train/diffusion_loss': 0.49500295519828796, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 97.0, 'epoch': 4.4}
+{'train/ce_loss': 0.8611733913421631, 'train/diffusion_loss': 0.4914121627807617, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.4}
+{'train/ce_loss': 1.1848589181900024, 'train/diffusion_loss': 0.555135190486908, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 225.0, 'debug/num_tok_loss': 83.0, 'debug/num_lat_total': 225.0, 'debug/num_lat_loss': 83.0, 'epoch': 4.4}
+{'train/ce_loss': 0.6638230085372925, 'train/diffusion_loss': 0.42351120710372925, 'epoch': 4.4}
+{'train/learning_rate_real': 1.6665869740658312e-06, 'epoch': 4.4}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 70.0, 'epoch': 4.41}
+{'train/ce_loss': 0.6217761635780334, 'train/diffusion_loss': 0.3878178298473358, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 160.0, 'debug/num_tok_loss': 47.0, 'debug/num_lat_total': 160.0, 'debug/num_lat_loss': 47.0, 'epoch': 4.41}
+{'train/ce_loss': 0.294892281293869, 'train/diffusion_loss': 0.2994309663772583, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 92.0, 'epoch': 4.41}
+{'train/ce_loss': 0.6943474411964417, 'train/diffusion_loss': 0.5382978916168213, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.41}
+{'train/ce_loss': 0.9892400503158569, 'train/diffusion_loss': 0.5213035345077515, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 76.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 76.0, 'epoch': 4.41}
+{'train/ce_loss': 0.5337215065956116, 'train/diffusion_loss': 0.42279234528541565, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 84.0, 'epoch': 4.41}
+{'train/ce_loss': 0.6114059090614319, 'train/diffusion_loss': 0.45756813883781433, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 68.0, 'epoch': 4.41}
+{'train/ce_loss': 0.36050984263420105, 'train/diffusion_loss': 0.4342668354511261, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 182.0, 'epoch': 4.41}
+{'train/ce_loss': 1.2346546649932861, 'train/diffusion_loss': 0.516133189201355, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 126.0, 'epoch': 4.41}
+{'train/ce_loss': 1.0279942750930786, 'train/diffusion_loss': 0.44431552290916443, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 118.0, 'epoch': 4.41}
+{'train/ce_loss': 1.0451637506484985, 'train/diffusion_loss': 0.45307427644729614, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 159.0, 'epoch': 4.41}
+{'train/ce_loss': 0.8409821391105652, 'train/diffusion_loss': 0.5726409554481506, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 167.0, 'epoch': 4.41}
+{'train/ce_loss': 1.1006327867507935, 'train/diffusion_loss': 0.5195621252059937, 'epoch': 4.41}
+{'train/learning_rate_real': 1.59412823400657e-06, 'epoch': 4.41}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 144.0, 'epoch': 4.42}
+{'train/ce_loss': 0.9579261541366577, 'train/diffusion_loss': 0.4534074068069458, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 106.0, 'epoch': 4.42}
+{'train/ce_loss': 0.9680679440498352, 'train/diffusion_loss': 0.4634662866592407, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 142.0, 'epoch': 4.42}
+{'train/ce_loss': 0.7976219058036804, 'train/diffusion_loss': 0.4417804181575775, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 121.0, 'epoch': 4.42}
+{'train/ce_loss': 0.9197762608528137, 'train/diffusion_loss': 0.4576468765735626, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 163.0, 'debug/num_tok_loss': 50.0, 'debug/num_lat_total': 163.0, 'debug/num_lat_loss': 50.0, 'epoch': 4.42}
+{'train/ce_loss': 0.38284608721733093, 'train/diffusion_loss': 0.33098486065864563, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.42}
+{'train/ce_loss': 0.4935629367828369, 'train/diffusion_loss': 0.5069925785064697, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 78.0, 'epoch': 4.42}
+{'train/ce_loss': 0.6274071335792542, 'train/diffusion_loss': 0.3963799774646759, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 177.0, 'epoch': 4.42}
+{'train/ce_loss': 1.3206321001052856, 'train/diffusion_loss': 0.5384555459022522, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 199.0, 'epoch': 4.42}
+{'train/ce_loss': 1.3150668144226074, 'train/diffusion_loss': 0.4748009741306305, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.42}
+{'train/ce_loss': 0.9976974725723267, 'train/diffusion_loss': 0.4689282178878784, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 146.0, 'epoch': 4.42}
+{'train/ce_loss': 0.9707774519920349, 'train/diffusion_loss': 0.4683876931667328, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 81.0, 'epoch': 4.42}
+{'train/ce_loss': 0.6864017844200134, 'train/diffusion_loss': 0.4837626814842224, 'epoch': 4.42}
+{'train/learning_rate_real': 1.5232279720258507e-06, 'epoch': 4.42}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 135.0, 'epoch': 4.44}
+{'train/ce_loss': 0.9835664629936218, 'train/diffusion_loss': 0.5107566714286804, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 117.0, 'epoch': 4.44}
+{'train/ce_loss': 0.8495794534683228, 'train/diffusion_loss': 0.42473649978637695, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 159.0, 'epoch': 4.44}
+{'train/ce_loss': 1.09971022605896, 'train/diffusion_loss': 0.44063106179237366, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 86.0, 'epoch': 4.44}
+{'train/ce_loss': 0.8499107956886292, 'train/diffusion_loss': 0.41597500443458557, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 130.0, 'epoch': 4.44}
+{'train/ce_loss': 0.9222596287727356, 'train/diffusion_loss': 0.45693159103393555, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 88.0, 'epoch': 4.44}
+{'train/ce_loss': 0.6914157271385193, 'train/diffusion_loss': 0.4704449474811554, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 101.0, 'epoch': 4.44}
+{'train/ce_loss': 0.8869923949241638, 'train/diffusion_loss': 0.4326552152633667, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.44}
+{'train/ce_loss': 1.016180157661438, 'train/diffusion_loss': 0.5548162460327148, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 174.0, 'epoch': 4.44}
+{'train/ce_loss': 1.215589165687561, 'train/diffusion_loss': 0.4760850965976715, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 118.0, 'epoch': 4.44}
+{'train/ce_loss': 1.0517821311950684, 'train/diffusion_loss': 0.46352583169937134, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 63.0, 'epoch': 4.44}
+{'train/ce_loss': 0.5103498697280884, 'train/diffusion_loss': 0.39053407311439514, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 117.0, 'epoch': 4.44}
+{'train/ce_loss': 0.8805109858512878, 'train/diffusion_loss': 0.4236558675765991, 'epoch': 4.44}
+{'train/learning_rate_real': 1.4538909090118846e-06, 'epoch': 4.44}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 123.0, 'epoch': 4.45}
+{'train/ce_loss': 0.9042818546295166, 'train/diffusion_loss': 0.5873921513557434, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.45}
+{'train/ce_loss': 0.7575110197067261, 'train/diffusion_loss': 0.42750558257102966, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 78.0, 'epoch': 4.45}
+{'train/ce_loss': 0.5709674954414368, 'train/diffusion_loss': 0.4054056406021118, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 143.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 143.0, 'epoch': 4.45}
+{'train/ce_loss': 1.2565792798995972, 'train/diffusion_loss': 0.5125638246536255, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 71.0, 'epoch': 4.45}
+{'train/ce_loss': 0.6092247366905212, 'train/diffusion_loss': 0.48147669434547424, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 183.0, 'epoch': 4.45}
+{'train/ce_loss': 1.098007082939148, 'train/diffusion_loss': 0.4778858721256256, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 107.0, 'epoch': 4.45}
+{'train/ce_loss': 0.8865534067153931, 'train/diffusion_loss': 0.4652291238307953, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'debug/num_tok_total': 357.0, 'debug/num_tok_loss': 213.0, 'debug/num_lat_total': 357.0, 'debug/num_lat_loss': 213.0, 'epoch': 4.45}
+{'train/ce_loss': 1.504875898361206, 'train/diffusion_loss': 0.48340803384780884, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 122.0, 'epoch': 4.45}
+{'train/ce_loss': 0.9335092306137085, 'train/diffusion_loss': 0.5220464468002319, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 208.0, 'epoch': 4.45}
+{'train/ce_loss': 1.2915477752685547, 'train/diffusion_loss': 0.49885323643684387, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 124.0, 'epoch': 4.45}
+{'train/ce_loss': 0.9187396168708801, 'train/diffusion_loss': 0.4972101151943207, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 152.0, 'epoch': 4.45}
+{'train/ce_loss': 1.0801838636398315, 'train/diffusion_loss': 0.4825652241706848, 'epoch': 4.45}
+{'train/learning_rate_real': 1.3861216617674032e-06, 'epoch': 4.45}
+{'loss': 16.9574, 'grad_norm': 22.08096694946289, 'learning_rate': 1.3861216617674032e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 196.0, 'epoch': 4.46}
+{'train/ce_loss': 1.3187626600265503, 'train/diffusion_loss': 0.5351212620735168, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 91.0, 'epoch': 4.46}
+{'train/ce_loss': 0.6901950240135193, 'train/diffusion_loss': 0.5078809857368469, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 208.0, 'epoch': 4.46}
+{'train/ce_loss': 1.1666415929794312, 'train/diffusion_loss': 0.428687185049057, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 188.0, 'epoch': 4.46}
+{'train/ce_loss': 1.1552417278289795, 'train/diffusion_loss': 0.4633112847805023, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 181.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 181.0, 'debug/num_lat_loss': 107.0, 'epoch': 4.46}
+{'train/ce_loss': 1.1056115627288818, 'train/diffusion_loss': 0.5195468664169312, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 106.0, 'epoch': 4.46}
+{'train/ce_loss': 0.8721873760223389, 'train/diffusion_loss': 0.5159059166908264, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.46}
+{'train/ce_loss': 0.8746541738510132, 'train/diffusion_loss': 0.4643722176551819, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 4.46}
+{'train/ce_loss': 0.9816104173660278, 'train/diffusion_loss': 0.6337158679962158, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 152.0, 'epoch': 4.46}
+{'train/ce_loss': 0.9638770222663879, 'train/diffusion_loss': 0.44810494780540466, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 145.0, 'epoch': 4.46}
+{'train/ce_loss': 0.901052713394165, 'train/diffusion_loss': 0.516273558139801, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 98.0, 'epoch': 4.46}
+{'train/ce_loss': 0.844545841217041, 'train/diffusion_loss': 0.4360627830028534, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 98.0, 'epoch': 4.46}
+{'train/ce_loss': 0.7799372673034668, 'train/diffusion_loss': 0.5222992897033691, 'epoch': 4.46}
+{'train/learning_rate_real': 1.3199247427022526e-06, 'epoch': 4.46}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 169.0, 'epoch': 4.47}
+{'train/ce_loss': 1.5451171398162842, 'train/diffusion_loss': 0.4945110082626343, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.47}
+{'train/ce_loss': 0.7643961310386658, 'train/diffusion_loss': 0.46106719970703125, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 114.0, 'epoch': 4.47}
+{'train/ce_loss': 0.9011492729187012, 'train/diffusion_loss': 0.532653272151947, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 342.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 342.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.47}
+{'train/ce_loss': 0.9939640164375305, 'train/diffusion_loss': 0.5156421661376953, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 145.0, 'epoch': 4.47}
+{'train/ce_loss': 1.1514626741409302, 'train/diffusion_loss': 0.4846351444721222, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 263.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 263.0, 'debug/num_lat_loss': 99.0, 'epoch': 4.47}
+{'train/ce_loss': 0.7501881122589111, 'train/diffusion_loss': 0.4840073883533478, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 92.0, 'epoch': 4.47}
+{'train/ce_loss': 0.7525494694709778, 'train/diffusion_loss': 0.49427083134651184, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 84.0, 'epoch': 4.47}
+{'train/ce_loss': 0.6879191994667053, 'train/diffusion_loss': 0.46115317940711975, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 55.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 55.0, 'epoch': 4.47}
+{'train/ce_loss': 0.5507117509841919, 'train/diffusion_loss': 0.36020201444625854, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 129.0, 'epoch': 4.47}
+{'train/ce_loss': 1.0182515382766724, 'train/diffusion_loss': 0.5236575603485107, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 144.0, 'epoch': 4.47}
+{'train/ce_loss': 0.9890962839126587, 'train/diffusion_loss': 0.5357498526573181, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 204.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 204.0, 'debug/num_lat_loss': 82.0, 'epoch': 4.47}
+{'train/ce_loss': 0.49020570516586304, 'train/diffusion_loss': 0.451090544462204, 'epoch': 4.47}
+{'train/learning_rate_real': 1.2553045595329298e-06, 'epoch': 4.47}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 103.0, 'epoch': 4.48}
+{'train/ce_loss': 0.710654616355896, 'train/diffusion_loss': 0.44208890199661255, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 223.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 223.0, 'debug/num_lat_loss': 110.0, 'epoch': 4.48}
+{'train/ce_loss': 0.7567678689956665, 'train/diffusion_loss': 0.4817592203617096, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 105.0, 'epoch': 4.48}
+{'train/ce_loss': 0.9291834235191345, 'train/diffusion_loss': 0.4757637679576874, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 191.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 191.0, 'debug/num_lat_loss': 78.0, 'epoch': 4.48}
+{'train/ce_loss': 0.5932883620262146, 'train/diffusion_loss': 0.42044326663017273, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 135.0, 'epoch': 4.48}
+{'train/ce_loss': 1.0589959621429443, 'train/diffusion_loss': 0.5281258821487427, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 142.0, 'epoch': 4.48}
+{'train/ce_loss': 0.9296385645866394, 'train/diffusion_loss': 0.4738844037055969, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 207.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 207.0, 'epoch': 4.48}
+{'train/ce_loss': 1.4510204792022705, 'train/diffusion_loss': 0.4899740219116211, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.48}
+{'train/ce_loss': 1.2189513444900513, 'train/diffusion_loss': 0.5259717106819153, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 111.0, 'epoch': 4.48}
+{'train/ce_loss': 0.8327721357345581, 'train/diffusion_loss': 0.49338284134864807, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 130.0, 'epoch': 4.48}
+{'train/ce_loss': 1.1238734722137451, 'train/diffusion_loss': 0.43977320194244385, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.48}
+{'train/ce_loss': 1.1395758390426636, 'train/diffusion_loss': 0.5507117509841919, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 261.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 261.0, 'debug/num_lat_loss': 122.0, 'epoch': 4.48}
+{'train/ce_loss': 0.7843812108039856, 'train/diffusion_loss': 0.43926897644996643, 'epoch': 4.48}
+{'train/learning_rate_real': 1.192265414989116e-06, 'epoch': 4.48}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 137.0, 'epoch': 4.5}
+{'train/ce_loss': 1.202233910560608, 'train/diffusion_loss': 0.4969446659088135, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 81.0, 'epoch': 4.5}
+{'train/ce_loss': 0.5933375954627991, 'train/diffusion_loss': 0.47171643376350403, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 118.0, 'epoch': 4.5}
+{'train/ce_loss': 0.9655085802078247, 'train/diffusion_loss': 0.4323219954967499, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.5}
+{'train/ce_loss': 0.7049677968025208, 'train/diffusion_loss': 0.4903886020183563, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 98.0, 'epoch': 4.5}
+{'train/ce_loss': 0.7645218968391418, 'train/diffusion_loss': 0.4379591643810272, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 71.0, 'epoch': 4.5}
+{'train/ce_loss': 0.6782751083374023, 'train/diffusion_loss': 0.4388754367828369, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 126.0, 'epoch': 4.5}
+{'train/ce_loss': 0.8759600520133972, 'train/diffusion_loss': 0.49200439453125, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 164.0, 'epoch': 4.5}
+{'train/ce_loss': 0.7797150015830994, 'train/diffusion_loss': 0.553706169128418, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 108.0, 'epoch': 4.5}
+{'train/ce_loss': 0.981620728969574, 'train/diffusion_loss': 0.4713870882987976, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 107.0, 'epoch': 4.5}
+{'train/ce_loss': 0.7438029646873474, 'train/diffusion_loss': 0.4158254861831665, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 193.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 193.0, 'epoch': 4.5}
+{'train/ce_loss': 1.2108999490737915, 'train/diffusion_loss': 0.4822031855583191, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 89.0, 'epoch': 4.5}
+{'train/ce_loss': 0.6598288416862488, 'train/diffusion_loss': 0.4618430733680725, 'epoch': 4.5}
+{'train/learning_rate_real': 1.1308115065271491e-06, 'epoch': 4.5}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.51}
+{'train/ce_loss': 1.3981164693832397, 'train/diffusion_loss': 0.4928937554359436, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 56.0, 'epoch': 4.51}
+{'train/ce_loss': 0.5961617827415466, 'train/diffusion_loss': 0.5026697516441345, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 66.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 66.0, 'epoch': 4.51}
+{'train/ce_loss': 0.5670342445373535, 'train/diffusion_loss': 0.5209065079689026, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.51}
+{'train/ce_loss': 1.1222567558288574, 'train/diffusion_loss': 0.49702829122543335, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 121.0, 'epoch': 4.51}
+{'train/ce_loss': 0.6450700163841248, 'train/diffusion_loss': 0.5228380560874939, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 178.0, 'epoch': 4.51}
+{'train/ce_loss': 1.0284518003463745, 'train/diffusion_loss': 0.5150150656700134, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.51}
+{'train/ce_loss': 0.894393265247345, 'train/diffusion_loss': 0.4591476321220398, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 354.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 354.0, 'debug/num_lat_loss': 173.0, 'epoch': 4.51}
+{'train/ce_loss': 1.1748329401016235, 'train/diffusion_loss': 0.4709876477718353, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 396.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 396.0, 'debug/num_lat_loss': 199.0, 'epoch': 4.51}
+{'train/ce_loss': 1.3164783716201782, 'train/diffusion_loss': 0.48669877648353577, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 249.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 249.0, 'debug/num_lat_loss': 88.0, 'epoch': 4.51}
+{'train/ce_loss': 0.7452011108398438, 'train/diffusion_loss': 0.47704148292541504, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 161.0, 'epoch': 4.51}
+{'train/ce_loss': 1.206916332244873, 'train/diffusion_loss': 0.5561231374740601, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 67.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 67.0, 'epoch': 4.51}
+{'train/ce_loss': 0.5921085476875305, 'train/diffusion_loss': 0.4254515767097473, 'epoch': 4.51}
+{'train/learning_rate_real': 1.0709469260505477e-06, 'epoch': 4.51}
+{'debug/num_tok_total': 213.0, 'debug/num_tok_loss': 74.0, 'debug/num_lat_total': 213.0, 'debug/num_lat_loss': 74.0, 'epoch': 4.52}
+{'train/ce_loss': 0.5921342968940735, 'train/diffusion_loss': 0.4286517798900604, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 190.0, 'epoch': 4.52}
+{'train/ce_loss': 1.1663395166397095, 'train/diffusion_loss': 0.46805670857429504, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 139.0, 'epoch': 4.52}
+{'train/ce_loss': 0.9117881059646606, 'train/diffusion_loss': 0.4961453676223755, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.52}
+{'train/ce_loss': 0.9899482727050781, 'train/diffusion_loss': 0.484367311000824, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 374.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 374.0, 'debug/num_lat_loss': 180.0, 'epoch': 4.52}
+{'train/ce_loss': 0.9783031940460205, 'train/diffusion_loss': 0.48174524307250977, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 135.0, 'epoch': 4.52}
+{'train/ce_loss': 0.9034518599510193, 'train/diffusion_loss': 0.4531732201576233, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 206.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 206.0, 'debug/num_lat_loss': 91.0, 'epoch': 4.52}
+{'train/ce_loss': 0.8099206686019897, 'train/diffusion_loss': 0.42937129735946655, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.52}
+{'train/ce_loss': 1.0480923652648926, 'train/diffusion_loss': 0.4658185541629791, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 180.0, 'epoch': 4.52}
+{'train/ce_loss': 1.2433232069015503, 'train/diffusion_loss': 0.4847877323627472, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.52}
+{'train/ce_loss': 0.8130179643630981, 'train/diffusion_loss': 0.4393486976623535, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 61.0, 'epoch': 4.52}
+{'train/ce_loss': 0.7143993973731995, 'train/diffusion_loss': 0.4266759157180786, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 97.0, 'epoch': 4.52}
+{'train/ce_loss': 0.6361731290817261, 'train/diffusion_loss': 0.4321557581424713, 'epoch': 4.52}
+{'train/learning_rate_real': 1.0126756596375686e-06, 'epoch': 4.52}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.53}
+{'train/ce_loss': 0.8411675095558167, 'train/diffusion_loss': 0.42508071660995483, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 157.0, 'epoch': 4.53}
+{'train/ce_loss': 1.1576024293899536, 'train/diffusion_loss': 0.5456956028938293, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 86.0, 'epoch': 4.53}
+{'train/ce_loss': 0.8433046340942383, 'train/diffusion_loss': 0.44675663113594055, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 141.0, 'epoch': 4.53}
+{'train/ce_loss': 1.1886252164840698, 'train/diffusion_loss': 0.4826967418193817, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 208.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 208.0, 'debug/num_lat_loss': 93.0, 'epoch': 4.53}
+{'train/ce_loss': 0.8123376369476318, 'train/diffusion_loss': 0.4872778654098511, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.53}
+{'train/ce_loss': 0.9870516061782837, 'train/diffusion_loss': 0.4442168176174164, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 95.0, 'epoch': 4.53}
+{'train/ce_loss': 0.8322075605392456, 'train/diffusion_loss': 0.4489913284778595, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.53}
+{'train/ce_loss': 0.995856761932373, 'train/diffusion_loss': 0.4675735533237457, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 139.0, 'epoch': 4.53}
+{'train/ce_loss': 0.9006341695785522, 'train/diffusion_loss': 0.5022560358047485, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 93.0, 'epoch': 4.53}
+{'train/ce_loss': 0.7048960328102112, 'train/diffusion_loss': 0.4274028539657593, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.53}
+{'train/ce_loss': 1.0792083740234375, 'train/diffusion_loss': 0.5685454607009888, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 252.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 252.0, 'debug/num_lat_loss': 97.0, 'epoch': 4.53}
+{'train/ce_loss': 0.599213719367981, 'train/diffusion_loss': 0.4350931942462921, 'epoch': 4.53}
+{'train/learning_rate_real': 9.560015872757649e-07, 'epoch': 4.53}
+{'debug/num_tok_total': 367.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 367.0, 'debug/num_lat_loss': 189.0, 'epoch': 4.54}
+{'train/ce_loss': 1.0808621644973755, 'train/diffusion_loss': 0.5625989437103271, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 133.0, 'epoch': 4.54}
+{'train/ce_loss': 0.9419872164726257, 'train/diffusion_loss': 0.53369140625, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 151.0, 'epoch': 4.54}
+{'train/ce_loss': 1.097020149230957, 'train/diffusion_loss': 0.5164575576782227, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 408.0, 'debug/num_tok_loss': 225.0, 'debug/num_lat_total': 408.0, 'debug/num_lat_loss': 225.0, 'epoch': 4.54}
+{'train/ce_loss': 1.1451689004898071, 'train/diffusion_loss': 0.4872969090938568, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 121.0, 'epoch': 4.54}
+{'train/ce_loss': 1.057566523551941, 'train/diffusion_loss': 0.5061225891113281, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 359.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 359.0, 'debug/num_lat_loss': 182.0, 'epoch': 4.54}
+{'train/ce_loss': 1.1967275142669678, 'train/diffusion_loss': 0.47669029235839844, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 185.0, 'epoch': 4.54}
+{'train/ce_loss': 1.2712475061416626, 'train/diffusion_loss': 0.5035445094108582, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 107.0, 'epoch': 4.54}
+{'train/ce_loss': 0.8747164607048035, 'train/diffusion_loss': 0.3972463011741638, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.54}
+{'train/ce_loss': 1.3536808490753174, 'train/diffusion_loss': 0.5349754095077515, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 160.0, 'epoch': 4.54}
+{'train/ce_loss': 1.2125545740127563, 'train/diffusion_loss': 0.47942718863487244, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.54}
+{'train/ce_loss': 1.1723631620407104, 'train/diffusion_loss': 0.46756237745285034, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 175.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 175.0, 'debug/num_lat_loss': 101.0, 'epoch': 4.54}
+{'train/ce_loss': 0.8341385722160339, 'train/diffusion_loss': 0.381740003824234, 'epoch': 4.54}
+{'train/learning_rate_real': 9.009284826036691e-07, 'epoch': 4.54}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 168.0, 'epoch': 4.56}
+{'train/ce_loss': 1.079943299293518, 'train/diffusion_loss': 0.5277628302574158, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 136.0, 'epoch': 4.56}
+{'train/ce_loss': 1.135588526725769, 'train/diffusion_loss': 0.5485065579414368, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 111.0, 'epoch': 4.56}
+{'train/ce_loss': 0.8036899566650391, 'train/diffusion_loss': 0.4447188377380371, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.56}
+{'train/ce_loss': 0.8573092818260193, 'train/diffusion_loss': 0.5262290239334106, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 92.0, 'epoch': 4.56}
+{'train/ce_loss': 0.9996700286865234, 'train/diffusion_loss': 0.5225778222084045, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.56}
+{'train/ce_loss': 0.9303980469703674, 'train/diffusion_loss': 0.5556077361106873, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 112.0, 'epoch': 4.56}
+{'train/ce_loss': 1.1052169799804688, 'train/diffusion_loss': 0.44509485363960266, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 304.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 304.0, 'debug/num_lat_loss': 118.0, 'epoch': 4.56}
+{'train/ce_loss': 0.8047074675559998, 'train/diffusion_loss': 0.4661450982093811, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 153.0, 'epoch': 4.56}
+{'train/ce_loss': 1.1481481790542603, 'train/diffusion_loss': 0.5214792490005493, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 112.0, 'epoch': 4.56}
+{'train/ce_loss': 0.9867885708808899, 'train/diffusion_loss': 0.44355618953704834, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 129.0, 'epoch': 4.56}
+{'train/ce_loss': 1.1205462217330933, 'train/diffusion_loss': 0.5582216382026672, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.56}
+{'train/ce_loss': 1.1703064441680908, 'train/diffusion_loss': 0.5149557590484619, 'epoch': 4.56}
+{'train/learning_rate_real': 8.474600126594984e-07, 'epoch': 4.56}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 100.0, 'epoch': 4.57}
+{'train/ce_loss': 1.0574945211410522, 'train/diffusion_loss': 0.4509773552417755, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.57}
+{'train/ce_loss': 0.9669380784034729, 'train/diffusion_loss': 0.49195608496665955, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 182.0, 'epoch': 4.57}
+{'train/ce_loss': 1.2676806449890137, 'train/diffusion_loss': 0.5110211968421936, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'debug/num_tok_total': 389.0, 'debug/num_tok_loss': 195.0, 'debug/num_lat_total': 389.0, 'debug/num_lat_loss': 195.0, 'epoch': 4.57}
+{'train/ce_loss': 1.3668910264968872, 'train/diffusion_loss': 0.49355196952819824, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 94.0, 'epoch': 4.57}
+{'train/ce_loss': 0.900184154510498, 'train/diffusion_loss': 0.5146948099136353, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'debug/num_tok_total': 214.0, 'debug/num_tok_loss': 98.0, 'debug/num_lat_total': 214.0, 'debug/num_lat_loss': 98.0, 'epoch': 4.57}
+{'train/ce_loss': 0.8554679751396179, 'train/diffusion_loss': 0.4890662133693695, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 126.0, 'epoch': 4.57}
+{'train/ce_loss': 0.939510703086853, 'train/diffusion_loss': 0.47759735584259033, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'debug/num_tok_total': 241.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 241.0, 'debug/num_lat_loss': 86.0, 'epoch': 4.57}
+{'train/ce_loss': 0.7875284552574158, 'train/diffusion_loss': 0.5037677884101868, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.57}
+{'train/ce_loss': 0.9258222579956055, 'train/diffusion_loss': 0.48574137687683105, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 61.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 61.0, 'epoch': 4.57}
+{'train/ce_loss': 0.4326896667480469, 'train/diffusion_loss': 0.35588303208351135, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 164.0, 'epoch': 4.57}
+{'train/ce_loss': 1.2054316997528076, 'train/diffusion_loss': 0.4936988353729248, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 138.0, 'epoch': 4.57}
+{'train/ce_loss': 1.038574457168579, 'train/diffusion_loss': 0.4798413813114166, 'epoch': 4.57}
+{'train/learning_rate_real': 7.955997376369984e-07, 'epoch': 4.57}
+{'loss': 17.2888, 'grad_norm': 21.771385192871094, 'learning_rate': 7.955997376369984e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 207.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 207.0, 'debug/num_lat_loss': 68.0, 'epoch': 4.58}
+{'train/ce_loss': 0.543941080570221, 'train/diffusion_loss': 0.48955637216567993, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 185.0, 'epoch': 4.58}
+{'train/ce_loss': 1.3247946500778198, 'train/diffusion_loss': 0.48033806681632996, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 192.0, 'debug/num_tok_loss': 118.0, 'debug/num_lat_total': 192.0, 'debug/num_lat_loss': 118.0, 'epoch': 4.58}
+{'train/ce_loss': 0.909650444984436, 'train/diffusion_loss': 0.5802847743034363, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 73.0, 'epoch': 4.58}
+{'train/ce_loss': 0.7261264324188232, 'train/diffusion_loss': 0.3862954080104828, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 138.0, 'epoch': 4.58}
+{'train/ce_loss': 0.9779022932052612, 'train/diffusion_loss': 0.4199352264404297, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 159.0, 'epoch': 4.58}
+{'train/ce_loss': 0.971672534942627, 'train/diffusion_loss': 0.44262319803237915, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 141.0, 'epoch': 4.58}
+{'train/ce_loss': 0.9259300231933594, 'train/diffusion_loss': 0.47382357716560364, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 88.0, 'epoch': 4.58}
+{'train/ce_loss': 0.6291137933731079, 'train/diffusion_loss': 0.5455580949783325, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 132.0, 'epoch': 4.58}
+{'train/ce_loss': 1.2159984111785889, 'train/diffusion_loss': 0.42871755361557007, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 136.0, 'epoch': 4.58}
+{'train/ce_loss': 0.929932177066803, 'train/diffusion_loss': 0.5109259486198425, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 221.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 221.0, 'epoch': 4.58}
+{'train/ce_loss': 1.3365989923477173, 'train/diffusion_loss': 0.5038083791732788, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 93.0, 'epoch': 4.58}
+{'train/ce_loss': 0.7766627669334412, 'train/diffusion_loss': 0.5261043906211853, 'epoch': 4.58}
+{'train/learning_rate_real': 7.453511106483902e-07, 'epoch': 4.58}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 111.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 111.0, 'epoch': 4.59}
+{'train/ce_loss': 0.8714559674263, 'train/diffusion_loss': 0.4837551414966583, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 210.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 210.0, 'epoch': 4.59}
+{'train/ce_loss': 1.4150123596191406, 'train/diffusion_loss': 0.5232464671134949, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 208.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 208.0, 'epoch': 4.59}
+{'train/ce_loss': 1.4534199237823486, 'train/diffusion_loss': 0.507592499256134, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 168.0, 'epoch': 4.59}
+{'train/ce_loss': 1.3328163623809814, 'train/diffusion_loss': 0.4866848886013031, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 105.0, 'epoch': 4.59}
+{'train/ce_loss': 0.9488896131515503, 'train/diffusion_loss': 0.4237079620361328, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 110.0, 'epoch': 4.59}
+{'train/ce_loss': 0.6359667181968689, 'train/diffusion_loss': 0.45500805974006653, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 166.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 166.0, 'debug/num_lat_loss': 92.0, 'epoch': 4.59}
+{'train/ce_loss': 0.9462181329727173, 'train/diffusion_loss': 0.502997875213623, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 302.0, 'debug/num_tok_loss': 158.0, 'debug/num_lat_total': 302.0, 'debug/num_lat_loss': 158.0, 'epoch': 4.59}
+{'train/ce_loss': 1.1685819625854492, 'train/diffusion_loss': 0.48285356163978577, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 73.0, 'epoch': 4.59}
+{'train/ce_loss': 0.45000767707824707, 'train/diffusion_loss': 0.37792596220970154, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 115.0, 'epoch': 4.59}
+{'train/ce_loss': 0.8924150466918945, 'train/diffusion_loss': 0.4785419702529907, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 44.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 44.0, 'epoch': 4.59}
+{'train/ce_loss': 0.4747134745121002, 'train/diffusion_loss': 0.30930331349372864, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 326.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 326.0, 'debug/num_lat_loss': 130.0, 'epoch': 4.59}
+{'train/ce_loss': 1.082625389099121, 'train/diffusion_loss': 0.5007844567298889, 'epoch': 4.59}
+{'train/learning_rate_real': 6.967174774944324e-07, 'epoch': 4.59}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 139.0, 'epoch': 4.6}
+{'train/ce_loss': 0.8625973463058472, 'train/diffusion_loss': 0.47599321603775024, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 75.0, 'epoch': 4.6}
+{'train/ce_loss': 0.6574797034263611, 'train/diffusion_loss': 0.512830376625061, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 129.0, 'epoch': 4.6}
+{'train/ce_loss': 0.8459703326225281, 'train/diffusion_loss': 0.4926365613937378, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 420.0, 'debug/num_tok_loss': 223.0, 'debug/num_lat_total': 420.0, 'debug/num_lat_loss': 223.0, 'epoch': 4.6}
+{'train/ce_loss': 1.16978919506073, 'train/diffusion_loss': 0.49957141280174255, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.6}
+{'train/ce_loss': 1.1804561614990234, 'train/diffusion_loss': 0.5055873394012451, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 262.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 262.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.6}
+{'train/ce_loss': 1.1148197650909424, 'train/diffusion_loss': 0.5356743931770325, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.6}
+{'train/ce_loss': 0.8961962461471558, 'train/diffusion_loss': 0.5018984079360962, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 141.0, 'epoch': 4.6}
+{'train/ce_loss': 1.1800004243850708, 'train/diffusion_loss': 0.568469762802124, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 155.0, 'epoch': 4.6}
+{'train/ce_loss': 1.0840001106262207, 'train/diffusion_loss': 0.5068736672401428, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 159.0, 'epoch': 4.6}
+{'train/ce_loss': 1.1734182834625244, 'train/diffusion_loss': 0.4503847360610962, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 283.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 283.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.6}
+{'train/ce_loss': 0.8660933375358582, 'train/diffusion_loss': 0.4383813142776489, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 321.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 321.0, 'debug/num_lat_loss': 138.0, 'epoch': 4.6}
+{'train/ce_loss': 0.9366792440414429, 'train/diffusion_loss': 0.46184104681015015, 'epoch': 4.6}
+{'train/learning_rate_real': 6.497020764416633e-07, 'epoch': 4.6}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 141.0, 'epoch': 4.62}
+{'train/ce_loss': 1.0158427953720093, 'train/diffusion_loss': 0.5469549894332886, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 125.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 125.0, 'epoch': 4.62}
+{'train/ce_loss': 0.9850521087646484, 'train/diffusion_loss': 0.5563575029373169, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 160.0, 'epoch': 4.62}
+{'train/ce_loss': 1.2042895555496216, 'train/diffusion_loss': 0.53313809633255, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.62}
+{'train/ce_loss': 1.286130428314209, 'train/diffusion_loss': 0.5013591647148132, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 127.0, 'epoch': 4.62}
+{'train/ce_loss': 0.9660964608192444, 'train/diffusion_loss': 0.457332581281662, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 284.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 284.0, 'debug/num_lat_loss': 104.0, 'epoch': 4.62}
+{'train/ce_loss': 0.8724467158317566, 'train/diffusion_loss': 0.5040590763092041, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 137.0, 'epoch': 4.62}
+{'train/ce_loss': 1.0925540924072266, 'train/diffusion_loss': 0.5440634489059448, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.62}
+{'train/ce_loss': 1.114447832107544, 'train/diffusion_loss': 0.5024005174636841, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 176.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 176.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.62}
+{'train/ce_loss': 1.0164365768432617, 'train/diffusion_loss': 0.41998353600502014, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 100.0, 'epoch': 4.62}
+{'train/ce_loss': 0.8348087072372437, 'train/diffusion_loss': 0.4462130665779114, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 213.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 213.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.62}
+{'train/ce_loss': 0.9480271339416504, 'train/diffusion_loss': 0.46536481380462646, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 134.0, 'epoch': 4.62}
+{'train/ce_loss': 1.100529670715332, 'train/diffusion_loss': 0.48328325152397156, 'epoch': 4.62}
+{'train/learning_rate_real': 6.043080380067539e-07, 'epoch': 4.62}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.63}
+{'train/ce_loss': 1.1400572061538696, 'train/diffusion_loss': 0.4982112646102905, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 172.0, 'epoch': 4.63}
+{'train/ce_loss': 1.2522938251495361, 'train/diffusion_loss': 0.4916190207004547, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 347.0, 'debug/num_tok_loss': 184.0, 'debug/num_lat_total': 347.0, 'debug/num_lat_loss': 184.0, 'epoch': 4.63}
+{'train/ce_loss': 1.369766354560852, 'train/diffusion_loss': 0.542421281337738, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 108.0, 'epoch': 4.63}
+{'train/ce_loss': 0.8363063335418701, 'train/diffusion_loss': 0.45470288395881653, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 122.0, 'epoch': 4.63}
+{'train/ce_loss': 1.0157932043075562, 'train/diffusion_loss': 0.5689833760261536, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 122.0, 'epoch': 4.63}
+{'train/ce_loss': 1.024045467376709, 'train/diffusion_loss': 0.5075303316116333, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 151.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 151.0, 'epoch': 4.63}
+{'train/ce_loss': 1.0518938302993774, 'train/diffusion_loss': 0.47124090790748596, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.63}
+{'train/ce_loss': 1.0379985570907593, 'train/diffusion_loss': 0.4794500172138214, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 130.0, 'epoch': 4.63}
+{'train/ce_loss': 0.42870765924453735, 'train/diffusion_loss': 0.512303352355957, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 364.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 364.0, 'debug/num_lat_loss': 186.0, 'epoch': 4.63}
+{'train/ce_loss': 1.375016450881958, 'train/diffusion_loss': 0.47443512082099915, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.63}
+{'train/ce_loss': 1.063314437866211, 'train/diffusion_loss': 0.4179554283618927, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 123.0, 'epoch': 4.63}
+{'train/ce_loss': 0.9770947694778442, 'train/diffusion_loss': 0.5137212872505188, 'epoch': 4.63}
+{'train/learning_rate_real': 5.605383847480827e-07, 'epoch': 4.63}
+{'debug/num_tok_total': 369.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 369.0, 'debug/num_lat_loss': 214.0, 'epoch': 4.64}
+{'train/ce_loss': 1.5490142107009888, 'train/diffusion_loss': 0.48053404688835144, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 166.0, 'epoch': 4.64}
+{'train/ce_loss': 1.1372497081756592, 'train/diffusion_loss': 0.48643261194229126, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 353.0, 'debug/num_tok_loss': 154.0, 'debug/num_lat_total': 353.0, 'debug/num_lat_loss': 154.0, 'epoch': 4.64}
+{'train/ce_loss': 1.3257776498794556, 'train/diffusion_loss': 0.4772493541240692, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 166.0, 'epoch': 4.64}
+{'train/ce_loss': 1.237969160079956, 'train/diffusion_loss': 0.4922201633453369, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.64}
+{'train/ce_loss': 1.0976840257644653, 'train/diffusion_loss': 0.561056911945343, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.64}
+{'train/ce_loss': 1.223900556564331, 'train/diffusion_loss': 0.4656437039375305, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 157.0, 'epoch': 4.64}
+{'train/ce_loss': 0.8235039114952087, 'train/diffusion_loss': 0.5946434736251831, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 131.0, 'epoch': 4.64}
+{'train/ce_loss': 1.0603562593460083, 'train/diffusion_loss': 0.4867348074913025, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 170.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 170.0, 'epoch': 4.64}
+{'train/ce_loss': 1.227906584739685, 'train/diffusion_loss': 0.49594736099243164, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.64}
+{'train/ce_loss': 0.8665674924850464, 'train/diffusion_loss': 0.43754735589027405, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 212.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 212.0, 'debug/num_lat_loss': 138.0, 'epoch': 4.64}
+{'train/ce_loss': 1.3208003044128418, 'train/diffusion_loss': 0.5074031949043274, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 4.64}
+{'train/ce_loss': 0.7335975766181946, 'train/diffusion_loss': 0.41158124804496765, 'epoch': 4.64}
+{'train/learning_rate_real': 5.183960310644748e-07, 'epoch': 4.64}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 183.0, 'epoch': 4.65}
+{'train/ce_loss': 1.1824066638946533, 'train/diffusion_loss': 0.48869016766548157, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 97.0, 'epoch': 4.65}
+{'train/ce_loss': 0.6813810467720032, 'train/diffusion_loss': 0.4472106397151947, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 139.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 139.0, 'epoch': 4.65}
+{'train/ce_loss': 1.0570307970046997, 'train/diffusion_loss': 0.5376222729682922, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 87.0, 'epoch': 4.65}
+{'train/ce_loss': 0.7072771787643433, 'train/diffusion_loss': 0.48407894372940063, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 194.0, 'epoch': 4.65}
+{'train/ce_loss': 1.1616673469543457, 'train/diffusion_loss': 0.5266551375389099, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 135.0, 'epoch': 4.65}
+{'train/ce_loss': 0.9307709336280823, 'train/diffusion_loss': 0.44861188530921936, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 201.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 201.0, 'epoch': 4.65}
+{'train/ce_loss': 1.3891470432281494, 'train/diffusion_loss': 0.5055004954338074, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 242.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 242.0, 'debug/num_lat_loss': 100.0, 'epoch': 4.65}
+{'train/ce_loss': 0.746833324432373, 'train/diffusion_loss': 0.4558321237564087, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 171.0, 'epoch': 4.65}
+{'train/ce_loss': 1.2325148582458496, 'train/diffusion_loss': 0.4774639308452606, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 174.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 174.0, 'epoch': 4.65}
+{'train/ce_loss': 1.312788724899292, 'train/diffusion_loss': 0.568835973739624, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 385.0, 'debug/num_tok_loss': 202.0, 'debug/num_lat_total': 385.0, 'debug/num_lat_loss': 202.0, 'epoch': 4.65}
+{'train/ce_loss': 1.1860122680664062, 'train/diffusion_loss': 0.5000835657119751, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 239.0, 'debug/num_tok_loss': 95.0, 'debug/num_lat_total': 239.0, 'debug/num_lat_loss': 95.0, 'epoch': 4.65}
+{'train/ce_loss': 0.803314745426178, 'train/diffusion_loss': 0.5682686567306519, 'epoch': 4.65}
+{'train/learning_rate_real': 4.778837830011373e-07, 'epoch': 4.65}
+{'debug/num_tok_total': 371.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 371.0, 'debug/num_lat_loss': 191.0, 'epoch': 4.67}
+{'train/ce_loss': 1.2753982543945312, 'train/diffusion_loss': 0.5449157357215881, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.67}
+{'train/ce_loss': 0.694658637046814, 'train/diffusion_loss': 0.41993284225463867, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 78.0, 'epoch': 4.67}
+{'train/ce_loss': 0.6377939581871033, 'train/diffusion_loss': 0.4338493347167969, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 112.0, 'epoch': 4.67}
+{'train/ce_loss': 0.9131630659103394, 'train/diffusion_loss': 0.43505358695983887, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 150.0, 'epoch': 4.67}
+{'train/ce_loss': 0.9434899687767029, 'train/diffusion_loss': 0.539684534072876, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 145.0, 'epoch': 4.67}
+{'train/ce_loss': 1.3650339841842651, 'train/diffusion_loss': 0.5353013277053833, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 132.0, 'epoch': 4.67}
+{'train/ce_loss': 0.9087889790534973, 'train/diffusion_loss': 0.4742693305015564, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 86.0, 'epoch': 4.67}
+{'train/ce_loss': 0.564818799495697, 'train/diffusion_loss': 0.4393691420555115, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 123.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 123.0, 'epoch': 4.67}
+{'train/ce_loss': 1.049567461013794, 'train/diffusion_loss': 0.46182888746261597, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 73.0, 'epoch': 4.67}
+{'train/ce_loss': 0.6419210433959961, 'train/diffusion_loss': 0.40390661358833313, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 90.0, 'epoch': 4.67}
+{'train/ce_loss': 0.7072544693946838, 'train/diffusion_loss': 0.4694801867008209, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 89.0, 'epoch': 4.67}
+{'train/ce_loss': 0.7736147046089172, 'train/diffusion_loss': 0.5178687572479248, 'epoch': 4.67}
+{'train/learning_rate_real': 4.390043380628317e-07, 'epoch': 4.67}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 140.0, 'epoch': 4.68}
+{'train/ce_loss': 0.9224478602409363, 'train/diffusion_loss': 0.5073340535163879, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 296.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 296.0, 'debug/num_lat_loss': 157.0, 'epoch': 4.68}
+{'train/ce_loss': 1.0115107297897339, 'train/diffusion_loss': 0.47334134578704834, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 159.0, 'epoch': 4.68}
+{'train/ce_loss': 1.3058491945266724, 'train/diffusion_loss': 0.536747932434082, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 349.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 349.0, 'debug/num_lat_loss': 165.0, 'epoch': 4.68}
+{'train/ce_loss': 1.2515335083007812, 'train/diffusion_loss': 0.5296650528907776, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 169.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 169.0, 'epoch': 4.68}
+{'train/ce_loss': 0.7313156723976135, 'train/diffusion_loss': 0.45854106545448303, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 114.0, 'epoch': 4.68}
+{'train/ce_loss': 0.7005295157432556, 'train/diffusion_loss': 0.5662122964859009, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 138.0, 'epoch': 4.68}
+{'train/ce_loss': 1.041329026222229, 'train/diffusion_loss': 0.44408729672431946, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.68}
+{'train/ce_loss': 0.996795654296875, 'train/diffusion_loss': 0.5042245984077454, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 133.0, 'epoch': 4.68}
+{'train/ce_loss': 1.016973853111267, 'train/diffusion_loss': 0.45600181818008423, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 299.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 299.0, 'debug/num_lat_loss': 177.0, 'epoch': 4.68}
+{'train/ce_loss': 1.2818820476531982, 'train/diffusion_loss': 0.5199138522148132, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 121.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 121.0, 'epoch': 4.68}
+{'train/ce_loss': 0.9657653570175171, 'train/diffusion_loss': 0.4570496380329132, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 146.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 146.0, 'epoch': 4.68}
+{'train/ce_loss': 1.2000457048416138, 'train/diffusion_loss': 0.42758288979530334, 'epoch': 4.68}
+{'train/learning_rate_real': 4.0176028503425835e-07, 'epoch': 4.68}
+{'debug/num_tok_total': 325.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 325.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.69}
+{'train/ce_loss': 0.7812827825546265, 'train/diffusion_loss': 0.531435489654541, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 152.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 152.0, 'epoch': 4.69}
+{'train/ce_loss': 1.127571940422058, 'train/diffusion_loss': 0.5289053916931152, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 182.0, 'epoch': 4.69}
+{'train/ce_loss': 1.4085665941238403, 'train/diffusion_loss': 0.5041775107383728, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'debug/num_tok_total': 194.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 194.0, 'debug/num_lat_loss': 94.0, 'epoch': 4.69}
+{'train/ce_loss': 0.5992214679718018, 'train/diffusion_loss': 0.4287498891353607, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.69}
+{'train/ce_loss': 1.1921439170837402, 'train/diffusion_loss': 0.49426135420799255, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'debug/num_tok_total': 197.0, 'debug/num_tok_loss': 84.0, 'debug/num_lat_total': 197.0, 'debug/num_lat_loss': 84.0, 'epoch': 4.69}
+{'train/ce_loss': 0.6349733471870422, 'train/diffusion_loss': 0.4585779309272766, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'debug/num_tok_total': 387.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 387.0, 'debug/num_lat_loss': 188.0, 'epoch': 4.69}
+{'train/ce_loss': 0.9786555767059326, 'train/diffusion_loss': 0.4931914806365967, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.69}
+{'train/ce_loss': 0.9296438694000244, 'train/diffusion_loss': 0.5241231322288513, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 4.69}
+{'train/ce_loss': 0.7584064602851868, 'train/diffusion_loss': 0.4328244924545288, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 70.0, 'epoch': 4.69}
+{'train/ce_loss': 0.5760269165039062, 'train/diffusion_loss': 0.39392194151878357, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 141.0, 'epoch': 4.69}
+{'train/ce_loss': 1.0737571716308594, 'train/diffusion_loss': 0.4846411943435669, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 161.0, 'epoch': 4.69}
+{'train/ce_loss': 1.2451857328414917, 'train/diffusion_loss': 0.4917777478694916, 'epoch': 4.69}
+{'train/learning_rate_real': 3.6615410380767544e-07, 'epoch': 4.69}
+{'loss': 17.7011, 'grad_norm': 21.610023498535156, 'learning_rate': 3.6615410380767544e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 249.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 249.0, 'debug/num_lat_loss': 136.0, 'epoch': 4.7}
+{'train/ce_loss': 0.9648048877716064, 'train/diffusion_loss': 0.5195144414901733, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 112.0, 'epoch': 4.7}
+{'train/ce_loss': 0.8522998690605164, 'train/diffusion_loss': 0.5137146711349487, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 113.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 113.0, 'epoch': 4.7}
+{'train/ce_loss': 0.8718813061714172, 'train/diffusion_loss': 0.43388521671295166, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 340.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 340.0, 'debug/num_lat_loss': 179.0, 'epoch': 4.7}
+{'train/ce_loss': 1.1257659196853638, 'train/diffusion_loss': 0.4982358515262604, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 163.0, 'epoch': 4.7}
+{'train/ce_loss': 1.1933228969573975, 'train/diffusion_loss': 0.49674639105796814, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.7}
+{'train/ce_loss': 0.6984690427780151, 'train/diffusion_loss': 0.4369056224822998, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 209.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 209.0, 'epoch': 4.7}
+{'train/ce_loss': 1.3327805995941162, 'train/diffusion_loss': 0.561539888381958, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 117.0, 'epoch': 4.7}
+{'train/ce_loss': 1.0275120735168457, 'train/diffusion_loss': 0.5142775177955627, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 112.0, 'epoch': 4.7}
+{'train/ce_loss': 0.8527323603630066, 'train/diffusion_loss': 0.49465182423591614, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 145.0, 'epoch': 4.7}
+{'train/ce_loss': 1.1496027708053589, 'train/diffusion_loss': 0.48446887731552124, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 176.0, 'epoch': 4.7}
+{'train/ce_loss': 1.0249271392822266, 'train/diffusion_loss': 0.4709981381893158, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 385.0, 'debug/num_tok_loss': 224.0, 'debug/num_lat_total': 385.0, 'debug/num_lat_loss': 224.0, 'epoch': 4.7}
+{'train/ce_loss': 1.1814533472061157, 'train/diffusion_loss': 0.4995098114013672, 'epoch': 4.7}
+{'train/learning_rate_real': 3.321881652177783e-07, 'epoch': 4.7}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 85.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 85.0, 'epoch': 4.71}
+{'train/ce_loss': 0.5471852421760559, 'train/diffusion_loss': 0.43754008412361145, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 165.0, 'epoch': 4.71}
+{'train/ce_loss': 1.1535193920135498, 'train/diffusion_loss': 0.5339196920394897, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.71}
+{'train/ce_loss': 0.9572536945343018, 'train/diffusion_loss': 0.5775936841964722, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 110.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 110.0, 'epoch': 4.71}
+{'train/ce_loss': 0.8130593299865723, 'train/diffusion_loss': 0.45154115557670593, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 378.0, 'debug/num_tok_loss': 200.0, 'debug/num_lat_total': 378.0, 'debug/num_lat_loss': 200.0, 'epoch': 4.71}
+{'train/ce_loss': 1.395918369293213, 'train/diffusion_loss': 0.5025986433029175, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 180.0, 'debug/num_tok_loss': 106.0, 'debug/num_lat_total': 180.0, 'debug/num_lat_loss': 106.0, 'epoch': 4.71}
+{'train/ce_loss': 0.8516082763671875, 'train/diffusion_loss': 0.42470991611480713, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 133.0, 'epoch': 4.71}
+{'train/ce_loss': 0.9867768287658691, 'train/diffusion_loss': 0.4987857937812805, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.71}
+{'train/ce_loss': 1.2576850652694702, 'train/diffusion_loss': 0.43921998143196106, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 120.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 120.0, 'epoch': 4.71}
+{'train/ce_loss': 0.8354141116142273, 'train/diffusion_loss': 0.4354911744594574, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 423.0, 'debug/num_tok_loss': 237.0, 'debug/num_lat_total': 423.0, 'debug/num_lat_loss': 237.0, 'epoch': 4.71}
+{'train/ce_loss': 1.5702831745147705, 'train/diffusion_loss': 0.5111851096153259, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 337.0, 'debug/num_tok_loss': 196.0, 'debug/num_lat_total': 337.0, 'debug/num_lat_loss': 196.0, 'epoch': 4.71}
+{'train/ce_loss': 1.1605011224746704, 'train/diffusion_loss': 0.5377528667449951, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 235.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 235.0, 'debug/num_lat_loss': 117.0, 'epoch': 4.71}
+{'train/ce_loss': 1.0744894742965698, 'train/diffusion_loss': 0.48930561542510986, 'epoch': 4.71}
+{'train/learning_rate_real': 2.9986473088384203e-07, 'epoch': 4.71}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 130.0, 'epoch': 4.73}
+{'train/ce_loss': 1.151260495185852, 'train/diffusion_loss': 0.5349600315093994, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 171.0, 'epoch': 4.73}
+{'train/ce_loss': 1.3291131258010864, 'train/diffusion_loss': 0.4753657579421997, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 130.0, 'epoch': 4.73}
+{'train/ce_loss': 0.8775474429130554, 'train/diffusion_loss': 0.4522457420825958, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 383.0, 'debug/num_tok_loss': 189.0, 'debug/num_lat_total': 383.0, 'debug/num_lat_loss': 189.0, 'epoch': 4.73}
+{'train/ce_loss': 1.2622826099395752, 'train/diffusion_loss': 0.5149229764938354, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 176.0, 'epoch': 4.73}
+{'train/ce_loss': 1.1766357421875, 'train/diffusion_loss': 0.5367383360862732, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.73}
+{'train/ce_loss': 0.9208906888961792, 'train/diffusion_loss': 0.43032121658325195, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 100.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 100.0, 'epoch': 4.73}
+{'train/ce_loss': 0.8852500319480896, 'train/diffusion_loss': 0.4148370623588562, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 236.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 236.0, 'debug/num_lat_loss': 136.0, 'epoch': 4.73}
+{'train/ce_loss': 1.1289308071136475, 'train/diffusion_loss': 0.5237476229667664, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 141.0, 'epoch': 4.73}
+{'train/ce_loss': 0.969893753528595, 'train/diffusion_loss': 0.5141386985778809, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.73}
+{'train/ce_loss': 1.275785207748413, 'train/diffusion_loss': 0.5052448511123657, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 101.0, 'epoch': 4.73}
+{'train/ce_loss': 0.7453534007072449, 'train/diffusion_loss': 0.4903453290462494, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 230.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 230.0, 'debug/num_lat_loss': 108.0, 'epoch': 4.73}
+{'train/ce_loss': 0.7936817407608032, 'train/diffusion_loss': 0.5290816426277161, 'epoch': 4.73}
+{'train/learning_rate_real': 2.691859530591229e-07, 'epoch': 4.73}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 211.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 211.0, 'epoch': 4.74}
+{'train/ce_loss': 1.5097562074661255, 'train/diffusion_loss': 0.4789527952671051, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 166.0, 'epoch': 4.74}
+{'train/ce_loss': 1.0330129861831665, 'train/diffusion_loss': 0.5777367353439331, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 191.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 191.0, 'epoch': 4.74}
+{'train/ce_loss': 1.2475225925445557, 'train/diffusion_loss': 0.4600631296634674, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 238.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 238.0, 'debug/num_lat_loss': 122.0, 'epoch': 4.74}
+{'train/ce_loss': 1.0938787460327148, 'train/diffusion_loss': 0.4737537205219269, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 257.0, 'debug/num_tok_loss': 63.0, 'debug/num_lat_total': 257.0, 'debug/num_lat_loss': 63.0, 'epoch': 4.74}
+{'train/ce_loss': 0.6008137464523315, 'train/diffusion_loss': 0.4021177887916565, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 88.0, 'epoch': 4.74}
+{'train/ce_loss': 0.7328816652297974, 'train/diffusion_loss': 0.4617443084716797, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 57.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 57.0, 'epoch': 4.74}
+{'train/ce_loss': 0.4673477113246918, 'train/diffusion_loss': 0.4252083897590637, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 269.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 269.0, 'debug/num_lat_loss': 91.0, 'epoch': 4.74}
+{'train/ce_loss': 0.7928991913795471, 'train/diffusion_loss': 0.4438745677471161, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 169.0, 'debug/num_tok_loss': 54.0, 'debug/num_lat_total': 169.0, 'debug/num_lat_loss': 54.0, 'epoch': 4.74}
+{'train/ce_loss': 0.4271862804889679, 'train/diffusion_loss': 0.3766939640045166, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 199.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 199.0, 'epoch': 4.74}
+{'train/ce_loss': 1.2997887134552002, 'train/diffusion_loss': 0.6090653538703918, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 166.0, 'epoch': 4.74}
+{'train/ce_loss': 1.4150856733322144, 'train/diffusion_loss': 0.4873582720756531, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 166.0, 'epoch': 4.74}
+{'train/ce_loss': 1.1451009511947632, 'train/diffusion_loss': 0.584346354007721, 'epoch': 4.74}
+{'train/learning_rate_real': 2.4015387448756975e-07, 'epoch': 4.74}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 104.0, 'epoch': 4.75}
+{'train/ce_loss': 0.8792826533317566, 'train/diffusion_loss': 0.45856520533561707, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 204.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 204.0, 'debug/num_lat_loss': 130.0, 'epoch': 4.75}
+{'train/ce_loss': 0.9789382815361023, 'train/diffusion_loss': 0.5075979232788086, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 218.0, 'epoch': 4.75}
+{'train/ce_loss': 1.4388033151626587, 'train/diffusion_loss': 0.49572163820266724, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 140.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 140.0, 'epoch': 4.75}
+{'train/ce_loss': 1.1129921674728394, 'train/diffusion_loss': 0.45512762665748596, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.75}
+{'train/ce_loss': 0.84479159116745, 'train/diffusion_loss': 0.4743945300579071, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 253.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 253.0, 'debug/num_lat_loss': 75.0, 'epoch': 4.75}
+{'train/ce_loss': 0.7198547124862671, 'train/diffusion_loss': 0.49986371397972107, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.75}
+{'train/ce_loss': 1.1421031951904297, 'train/diffusion_loss': 0.49795112013816833, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 126.0, 'epoch': 4.75}
+{'train/ce_loss': 1.0688984394073486, 'train/diffusion_loss': 0.46797478199005127, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 167.0, 'debug/num_tok_loss': 54.0, 'debug/num_lat_total': 167.0, 'debug/num_lat_loss': 54.0, 'epoch': 4.75}
+{'train/ce_loss': 0.3561505079269409, 'train/diffusion_loss': 0.3495871126651764, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 101.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 101.0, 'epoch': 4.75}
+{'train/ce_loss': 0.9592422842979431, 'train/diffusion_loss': 0.5223740935325623, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 331.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 331.0, 'debug/num_lat_loss': 168.0, 'epoch': 4.75}
+{'train/ce_loss': 1.486445426940918, 'train/diffusion_loss': 0.5104137659072876, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 180.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 180.0, 'epoch': 4.75}
+{'train/ce_loss': 1.1524828672409058, 'train/diffusion_loss': 0.4554092586040497, 'epoch': 4.75}
+{'train/learning_rate_real': 2.127704282677806e-07, 'epoch': 4.75}
+{'debug/num_tok_total': 362.0, 'debug/num_tok_loss': 233.0, 'debug/num_lat_total': 362.0, 'debug/num_lat_loss': 233.0, 'epoch': 4.76}
+{'train/ce_loss': 1.2541049718856812, 'train/diffusion_loss': 0.5109924077987671, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 114.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 114.0, 'epoch': 4.76}
+{'train/ce_loss': 0.8673689961433411, 'train/diffusion_loss': 0.4711734652519226, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 287.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 287.0, 'debug/num_lat_loss': 109.0, 'epoch': 4.76}
+{'train/ce_loss': 0.998099684715271, 'train/diffusion_loss': 0.4864267408847809, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 224.0, 'debug/num_tok_loss': 82.0, 'debug/num_lat_total': 224.0, 'debug/num_lat_loss': 82.0, 'epoch': 4.76}
+{'train/ce_loss': 0.5914201140403748, 'train/diffusion_loss': 0.4087207019329071, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 105.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 105.0, 'epoch': 4.76}
+{'train/ce_loss': 0.7405102252960205, 'train/diffusion_loss': 0.4391014575958252, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.76}
+{'train/ce_loss': 0.9541584253311157, 'train/diffusion_loss': 0.5125109553337097, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 90.0, 'epoch': 4.76}
+{'train/ce_loss': 0.6907300353050232, 'train/diffusion_loss': 0.44283169507980347, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.76}
+{'train/ce_loss': 0.8335933089256287, 'train/diffusion_loss': 0.46338266134262085, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 320.0, 'debug/num_tok_loss': 159.0, 'debug/num_lat_total': 320.0, 'debug/num_lat_loss': 159.0, 'epoch': 4.76}
+{'train/ce_loss': 1.1169103384017944, 'train/diffusion_loss': 0.5569642782211304, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.76}
+{'train/ce_loss': 0.8864979147911072, 'train/diffusion_loss': 0.5470444560050964, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 78.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 78.0, 'epoch': 4.76}
+{'train/ce_loss': 0.6434974670410156, 'train/diffusion_loss': 0.44025787711143494, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 355.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 355.0, 'debug/num_lat_loss': 173.0, 'epoch': 4.76}
+{'train/ce_loss': 1.0161617994308472, 'train/diffusion_loss': 0.5412282347679138, 'epoch': 4.76}
+{'train/learning_rate_real': 1.870374377243078e-07, 'epoch': 4.76}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 131.0, 'epoch': 4.77}
+{'train/ce_loss': 0.9758691191673279, 'train/diffusion_loss': 0.44546058773994446, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.77}
+{'train/ce_loss': 0.8936949372291565, 'train/diffusion_loss': 0.43834903836250305, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.77}
+{'train/ce_loss': 0.7957378029823303, 'train/diffusion_loss': 0.5386658310890198, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 365.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 365.0, 'debug/num_lat_loss': 185.0, 'epoch': 4.77}
+{'train/ce_loss': 1.363271951675415, 'train/diffusion_loss': 0.47057586908340454, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 117.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 117.0, 'epoch': 4.77}
+{'train/ce_loss': 0.5653406977653503, 'train/diffusion_loss': 0.4476621747016907, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 274.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 274.0, 'debug/num_lat_loss': 130.0, 'epoch': 4.77}
+{'train/ce_loss': 1.0071741342544556, 'train/diffusion_loss': 0.5185036063194275, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 309.0, 'debug/num_tok_loss': 112.0, 'debug/num_lat_total': 309.0, 'debug/num_lat_loss': 112.0, 'epoch': 4.77}
+{'train/ce_loss': 0.8986180424690247, 'train/diffusion_loss': 0.5190434455871582, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 196.0, 'debug/num_tok_loss': 57.0, 'debug/num_lat_total': 196.0, 'debug/num_lat_loss': 57.0, 'epoch': 4.77}
+{'train/ce_loss': 0.33755943179130554, 'train/diffusion_loss': 0.4343727231025696, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 92.0, 'epoch': 4.77}
+{'train/ce_loss': 0.9401454925537109, 'train/diffusion_loss': 0.4536147713661194, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 333.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 333.0, 'debug/num_lat_loss': 194.0, 'epoch': 4.77}
+{'train/ce_loss': 1.2079834938049316, 'train/diffusion_loss': 0.5857936143875122, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 136.0, 'epoch': 4.77}
+{'train/ce_loss': 1.0527238845825195, 'train/diffusion_loss': 0.469716340303421, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 277.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 277.0, 'debug/num_lat_loss': 138.0, 'epoch': 4.77}
+{'train/ce_loss': 1.0050405263900757, 'train/diffusion_loss': 0.5455365777015686, 'epoch': 4.77}
+{'train/learning_rate_real': 1.6295661628624447e-07, 'epoch': 4.77}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.79}
+{'train/ce_loss': 1.0307847261428833, 'train/diffusion_loss': 0.534376859664917, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 373.0, 'debug/num_tok_loss': 188.0, 'debug/num_lat_total': 373.0, 'debug/num_lat_loss': 188.0, 'epoch': 4.79}
+{'train/ce_loss': 1.189242959022522, 'train/diffusion_loss': 0.43505507707595825, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 319.0, 'debug/num_tok_loss': 178.0, 'debug/num_lat_total': 319.0, 'debug/num_lat_loss': 178.0, 'epoch': 4.79}
+{'train/ce_loss': 1.3037052154541016, 'train/diffusion_loss': 0.4712353050708771, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 323.0, 'debug/num_tok_loss': 141.0, 'debug/num_lat_total': 323.0, 'debug/num_lat_loss': 141.0, 'epoch': 4.79}
+{'train/ce_loss': 1.1178574562072754, 'train/diffusion_loss': 0.47590288519859314, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 80.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 80.0, 'epoch': 4.79}
+{'train/ce_loss': 0.7410219311714172, 'train/diffusion_loss': 0.38166192173957825, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 220.0, 'debug/num_tok_loss': 81.0, 'debug/num_lat_total': 220.0, 'debug/num_lat_loss': 81.0, 'epoch': 4.79}
+{'train/ce_loss': 0.6649588942527771, 'train/diffusion_loss': 0.39383623003959656, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 166.0, 'epoch': 4.79}
+{'train/ce_loss': 1.0942084789276123, 'train/diffusion_loss': 0.5526540279388428, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 145.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 145.0, 'epoch': 4.79}
+{'train/ce_loss': 0.9067673683166504, 'train/diffusion_loss': 0.4510018825531006, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 259.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 259.0, 'debug/num_lat_loss': 163.0, 'epoch': 4.79}
+{'train/ce_loss': 1.2119777202606201, 'train/diffusion_loss': 0.5203050971031189, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 150.0, 'epoch': 4.79}
+{'train/ce_loss': 1.1424444913864136, 'train/diffusion_loss': 0.5068259835243225, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 395.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 395.0, 'debug/num_lat_loss': 214.0, 'epoch': 4.79}
+{'train/ce_loss': 1.478545069694519, 'train/diffusion_loss': 0.5521283745765686, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 367.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 367.0, 'debug/num_lat_loss': 186.0, 'epoch': 4.79}
+{'train/ce_loss': 1.3473352193832397, 'train/diffusion_loss': 0.5147718787193298, 'epoch': 4.79}
+{'train/learning_rate_real': 1.4052956737314326e-07, 'epoch': 4.79}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 136.0, 'epoch': 4.8}
+{'train/ce_loss': 0.8743054270744324, 'train/diffusion_loss': 0.46897050738334656, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 308.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 308.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.8}
+{'train/ce_loss': 1.1133683919906616, 'train/diffusion_loss': 0.4949282705783844, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 288.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 288.0, 'debug/num_lat_loss': 172.0, 'epoch': 4.8}
+{'train/ce_loss': 1.3019402027130127, 'train/diffusion_loss': 0.4890787899494171, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 170.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 170.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.8}
+{'train/ce_loss': 0.8179475665092468, 'train/diffusion_loss': 0.4050680994987488, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 91.0, 'epoch': 4.8}
+{'train/ce_loss': 0.6836499571800232, 'train/diffusion_loss': 0.45782455801963806, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 360.0, 'debug/num_tok_loss': 161.0, 'debug/num_lat_total': 360.0, 'debug/num_lat_loss': 161.0, 'epoch': 4.8}
+{'train/ce_loss': 1.1299026012420654, 'train/diffusion_loss': 0.4894067049026489, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 324.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 324.0, 'debug/num_lat_loss': 185.0, 'epoch': 4.8}
+{'train/ce_loss': 1.382312536239624, 'train/diffusion_loss': 0.4479599595069885, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 171.0, 'epoch': 4.8}
+{'train/ce_loss': 1.322263479232788, 'train/diffusion_loss': 0.5153824687004089, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 306.0, 'debug/num_tok_loss': 167.0, 'debug/num_lat_total': 306.0, 'debug/num_lat_loss': 167.0, 'epoch': 4.8}
+{'train/ce_loss': 1.4083995819091797, 'train/diffusion_loss': 0.5052690505981445, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 260.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 260.0, 'debug/num_lat_loss': 164.0, 'epoch': 4.8}
+{'train/ce_loss': 1.0986402034759521, 'train/diffusion_loss': 0.51677405834198, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 145.0, 'debug/num_tok_loss': 71.0, 'debug/num_lat_total': 145.0, 'debug/num_lat_loss': 71.0, 'epoch': 4.8}
+{'train/ce_loss': 0.7285460829734802, 'train/diffusion_loss': 0.41166794300079346, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 137.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 137.0, 'epoch': 4.8}
+{'train/ce_loss': 0.9073165059089661, 'train/diffusion_loss': 0.5254834890365601, 'epoch': 4.8}
+{'train/learning_rate_real': 1.1975778428823524e-07, 'epoch': 4.8}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 99.0, 'epoch': 4.81}
+{'train/ce_loss': 0.9208588600158691, 'train/diffusion_loss': 0.46590662002563477, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'debug/num_tok_total': 285.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 285.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.81}
+{'train/ce_loss': 0.849304735660553, 'train/diffusion_loss': 0.5650758147239685, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 68.0, 'epoch': 4.81}
+{'train/ce_loss': 0.6220688819885254, 'train/diffusion_loss': 0.5122838616371155, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'debug/num_tok_total': 216.0, 'debug/num_tok_loss': 72.0, 'debug/num_lat_total': 216.0, 'debug/num_lat_loss': 72.0, 'epoch': 4.81}
+{'train/ce_loss': 0.6898099780082703, 'train/diffusion_loss': 0.36662107706069946, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'debug/num_tok_total': 265.0, 'debug/num_tok_loss': 150.0, 'debug/num_lat_total': 265.0, 'debug/num_lat_loss': 150.0, 'epoch': 4.81}
+{'train/ce_loss': 1.115486741065979, 'train/diffusion_loss': 0.5199743509292603, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'debug/num_tok_total': 211.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 211.0, 'debug/num_lat_loss': 70.0, 'epoch': 4.81}
+{'train/ce_loss': 0.6345220804214478, 'train/diffusion_loss': 0.40041571855545044, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.81}
+{'train/ce_loss': 0.8249374032020569, 'train/diffusion_loss': 0.49154192209243774, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'debug/num_tok_total': 300.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 300.0, 'debug/num_lat_loss': 134.0, 'epoch': 4.81}
+{'train/ce_loss': 0.905767560005188, 'train/diffusion_loss': 0.4469751715660095, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'debug/num_tok_total': 280.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 280.0, 'debug/num_lat_loss': 99.0, 'epoch': 4.81}
+{'train/ce_loss': 0.8037444353103638, 'train/diffusion_loss': 0.4365290105342865, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'debug/num_tok_total': 346.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 346.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.81}
+{'train/ce_loss': 1.0295546054840088, 'train/diffusion_loss': 0.4687628149986267, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'debug/num_tok_total': 254.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 254.0, 'debug/num_lat_loss': 132.0, 'epoch': 4.81}
+{'train/ce_loss': 1.1370769739151, 'train/diffusion_loss': 0.5177618265151978, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'debug/num_tok_total': 276.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 276.0, 'debug/num_lat_loss': 132.0, 'epoch': 4.81}
+{'train/ce_loss': 1.0290954113006592, 'train/diffusion_loss': 0.4784286916255951, 'epoch': 4.81}
+{'train/learning_rate_real': 1.006426501190233e-07, 'epoch': 4.81}
+{'loss': 17.5995, 'grad_norm': 21.63175392150879, 'learning_rate': 1.006426501190233e-07, 'epoch': 4.82}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 185.0, 'epoch': 4.82}
+{'train/ce_loss': 1.3030401468276978, 'train/diffusion_loss': 0.4931234121322632, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 270.0, 'debug/num_tok_loss': 87.0, 'debug/num_lat_total': 270.0, 'debug/num_lat_loss': 87.0, 'epoch': 4.82}
+{'train/ce_loss': 0.7758030295372009, 'train/diffusion_loss': 0.4286606013774872, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.82}
+{'train/ce_loss': 1.1630408763885498, 'train/diffusion_loss': 0.4717627465724945, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 279.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 279.0, 'debug/num_lat_loss': 179.0, 'epoch': 4.82}
+{'train/ce_loss': 1.2043542861938477, 'train/diffusion_loss': 0.5619285106658936, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 172.0, 'epoch': 4.82}
+{'train/ce_loss': 1.144149899482727, 'train/diffusion_loss': 0.5005443692207336, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 107.0, 'epoch': 4.82}
+{'train/ce_loss': 0.7787220478057861, 'train/diffusion_loss': 0.40591877698898315, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 329.0, 'debug/num_tok_loss': 144.0, 'debug/num_lat_total': 329.0, 'debug/num_lat_loss': 144.0, 'epoch': 4.82}
+{'train/ce_loss': 1.0287528038024902, 'train/diffusion_loss': 0.5212095379829407, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 138.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 138.0, 'epoch': 4.82}
+{'train/ce_loss': 1.1158101558685303, 'train/diffusion_loss': 0.4749632179737091, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 233.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 233.0, 'debug/num_lat_loss': 94.0, 'epoch': 4.82}
+{'train/ce_loss': 0.7013110518455505, 'train/diffusion_loss': 0.5289340019226074, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 272.0, 'debug/num_tok_loss': 133.0, 'debug/num_lat_total': 272.0, 'debug/num_lat_loss': 133.0, 'epoch': 4.82}
+{'train/ce_loss': 0.9799324870109558, 'train/diffusion_loss': 0.48984017968177795, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 348.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 348.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.82}
+{'train/ce_loss': 1.2262158393859863, 'train/diffusion_loss': 0.5282100439071655, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 157.0, 'epoch': 4.82}
+{'train/ce_loss': 0.944449782371521, 'train/diffusion_loss': 0.5313720703125, 'epoch': 4.82}
+{'train/learning_rate_real': 8.318543764516961e-08, 'epoch': 4.82}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 197.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 197.0, 'epoch': 4.83}
+{'train/ce_loss': 1.4045915603637695, 'train/diffusion_loss': 0.48156172037124634, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 345.0, 'debug/num_tok_loss': 162.0, 'debug/num_lat_total': 345.0, 'debug/num_lat_loss': 162.0, 'epoch': 4.83}
+{'train/ce_loss': 1.1497780084609985, 'train/diffusion_loss': 0.49064937233924866, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.83}
+{'train/ce_loss': 1.1941535472869873, 'train/diffusion_loss': 0.4716729521751404, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 134.0, 'epoch': 4.83}
+{'train/ce_loss': 1.0811415910720825, 'train/diffusion_loss': 0.5142590999603271, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 136.0, 'epoch': 4.83}
+{'train/ce_loss': 0.8608441948890686, 'train/diffusion_loss': 0.4405832886695862, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 258.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 258.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.83}
+{'train/ce_loss': 1.0599011182785034, 'train/diffusion_loss': 0.4506996273994446, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 198.0, 'debug/num_tok_loss': 59.0, 'debug/num_lat_total': 198.0, 'debug/num_lat_loss': 59.0, 'epoch': 4.83}
+{'train/ce_loss': 0.4665410816669464, 'train/diffusion_loss': 0.4090209901332855, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 328.0, 'debug/num_tok_loss': 206.0, 'debug/num_lat_total': 328.0, 'debug/num_lat_loss': 206.0, 'epoch': 4.83}
+{'train/ce_loss': 1.3981256484985352, 'train/diffusion_loss': 0.5084714293479919, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 375.0, 'debug/num_tok_loss': 176.0, 'debug/num_lat_total': 375.0, 'debug/num_lat_loss': 176.0, 'epoch': 4.83}
+{'train/ce_loss': 1.3181484937667847, 'train/diffusion_loss': 0.4540252685546875, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 229.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 229.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.83}
+{'train/ce_loss': 1.014577031135559, 'train/diffusion_loss': 0.4929276704788208, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 344.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 344.0, 'debug/num_lat_loss': 164.0, 'epoch': 4.83}
+{'train/ce_loss': 1.4416865110397339, 'train/diffusion_loss': 0.5353358387947083, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 298.0, 'debug/num_tok_loss': 198.0, 'debug/num_lat_total': 298.0, 'debug/num_lat_loss': 198.0, 'epoch': 4.83}
+{'train/ce_loss': 0.9297215342521667, 'train/diffusion_loss': 0.4731534719467163, 'epoch': 4.83}
+{'train/learning_rate_real': 6.73873092537497e-08, 'epoch': 4.83}
+{'debug/num_tok_total': 294.0, 'debug/num_tok_loss': 165.0, 'debug/num_lat_total': 294.0, 'debug/num_lat_loss': 165.0, 'epoch': 4.85}
+{'train/ce_loss': 1.086927056312561, 'train/diffusion_loss': 0.5725882649421692, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 363.0, 'debug/num_tok_loss': 182.0, 'debug/num_lat_total': 363.0, 'debug/num_lat_loss': 182.0, 'epoch': 4.85}
+{'train/ce_loss': 1.193071961402893, 'train/diffusion_loss': 0.449858158826828, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 185.0, 'debug/num_tok_loss': 56.0, 'debug/num_lat_total': 185.0, 'debug/num_lat_loss': 56.0, 'epoch': 4.85}
+{'train/ce_loss': 0.5202589631080627, 'train/diffusion_loss': 0.39378827810287476, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 135.0, 'epoch': 4.85}
+{'train/ce_loss': 1.2107436656951904, 'train/diffusion_loss': 0.473393976688385, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 193.0, 'debug/num_tok_loss': 75.0, 'debug/num_lat_total': 193.0, 'debug/num_lat_loss': 75.0, 'epoch': 4.85}
+{'train/ce_loss': 0.5199507474899292, 'train/diffusion_loss': 0.38160887360572815, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 267.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 267.0, 'debug/num_lat_loss': 73.0, 'epoch': 4.85}
+{'train/ce_loss': 0.6198580265045166, 'train/diffusion_loss': 0.4063684940338135, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 303.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 303.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.85}
+{'train/ce_loss': 1.0855458974838257, 'train/diffusion_loss': 0.4974866807460785, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.85}
+{'train/ce_loss': 1.2348943948745728, 'train/diffusion_loss': 0.4776819348335266, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 93.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 93.0, 'epoch': 4.85}
+{'train/ce_loss': 0.6372946500778198, 'train/diffusion_loss': 0.38151007890701294, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 301.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 301.0, 'debug/num_lat_loss': 160.0, 'epoch': 4.85}
+{'train/ce_loss': 1.0551881790161133, 'train/diffusion_loss': 0.4359709918498993, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 127.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 127.0, 'epoch': 4.85}
+{'train/ce_loss': 0.93808913230896, 'train/diffusion_loss': 0.47437113523483276, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 243.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 243.0, 'debug/num_lat_loss': 99.0, 'epoch': 4.85}
+{'train/ce_loss': 0.6134750843048096, 'train/diffusion_loss': 0.48616984486579895, 'epoch': 4.85}
+{'train/learning_rate_real': 5.324931686186973e-08, 'epoch': 4.85}
+{'debug/num_tok_total': 264.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 264.0, 'debug/num_lat_loss': 135.0, 'epoch': 4.86}
+{'train/ce_loss': 0.94629967212677, 'train/diffusion_loss': 0.5542328953742981, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 232.0, 'debug/num_tok_loss': 136.0, 'debug/num_lat_total': 232.0, 'debug/num_lat_loss': 136.0, 'epoch': 4.86}
+{'train/ce_loss': 0.8304721117019653, 'train/diffusion_loss': 0.4640801250934601, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 286.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 286.0, 'debug/num_lat_loss': 173.0, 'epoch': 4.86}
+{'train/ce_loss': 1.0834002494812012, 'train/diffusion_loss': 0.5093133449554443, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 256.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 256.0, 'debug/num_lat_loss': 134.0, 'epoch': 4.86}
+{'train/ce_loss': 0.8686416745185852, 'train/diffusion_loss': 0.46089842915534973, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 186.0, 'debug/num_tok_loss': 86.0, 'debug/num_lat_total': 186.0, 'debug/num_lat_loss': 86.0, 'epoch': 4.86}
+{'train/ce_loss': 0.6469388008117676, 'train/diffusion_loss': 0.37850046157836914, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 327.0, 'debug/num_tok_loss': 185.0, 'debug/num_lat_total': 327.0, 'debug/num_lat_loss': 185.0, 'epoch': 4.86}
+{'train/ce_loss': 1.1782243251800537, 'train/diffusion_loss': 0.558164656162262, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 248.0, 'debug/num_tok_loss': 52.0, 'debug/num_lat_total': 248.0, 'debug/num_lat_loss': 52.0, 'epoch': 4.86}
+{'train/ce_loss': 0.5759130716323853, 'train/diffusion_loss': 0.3599555790424347, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 135.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 135.0, 'epoch': 4.86}
+{'train/ce_loss': 1.1646543741226196, 'train/diffusion_loss': 0.4890505075454712, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 278.0, 'debug/num_tok_loss': 163.0, 'debug/num_lat_total': 278.0, 'debug/num_lat_loss': 163.0, 'epoch': 4.86}
+{'train/ce_loss': 1.2440439462661743, 'train/diffusion_loss': 0.5182467103004456, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 88.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 88.0, 'epoch': 4.86}
+{'train/ce_loss': 0.713512122631073, 'train/diffusion_loss': 0.4709458351135254, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 171.0, 'epoch': 4.86}
+{'train/ce_loss': 1.125653862953186, 'train/diffusion_loss': 0.5326719880104065, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 266.0, 'debug/num_tok_loss': 153.0, 'debug/num_lat_total': 266.0, 'debug/num_lat_loss': 153.0, 'epoch': 4.86}
+{'train/ce_loss': 1.1980146169662476, 'train/diffusion_loss': 0.44759300351142883, 'epoch': 4.86}
+{'train/learning_rate_real': 4.07724018466088e-08, 'epoch': 4.86}
+{'debug/num_tok_total': 216.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 216.0, 'debug/num_lat_loss': 103.0, 'epoch': 4.87}
+{'train/ce_loss': 0.9015493392944336, 'train/diffusion_loss': 0.47455108165740967, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 361.0, 'debug/num_tok_loss': 179.0, 'debug/num_lat_total': 361.0, 'debug/num_lat_loss': 179.0, 'epoch': 4.87}
+{'train/ce_loss': 1.1457693576812744, 'train/diffusion_loss': 0.4592057466506958, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 131.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 131.0, 'epoch': 4.87}
+{'train/ce_loss': 1.0478832721710205, 'train/diffusion_loss': 0.49398699402809143, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 122.0, 'epoch': 4.87}
+{'train/ce_loss': 0.7621217370033264, 'train/diffusion_loss': 0.45166638493537903, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 70.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 70.0, 'epoch': 4.87}
+{'train/ce_loss': 0.5986429452896118, 'train/diffusion_loss': 0.4734150469303131, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 295.0, 'debug/num_tok_loss': 115.0, 'debug/num_lat_total': 295.0, 'debug/num_lat_loss': 115.0, 'epoch': 4.87}
+{'train/ce_loss': 0.9136485457420349, 'train/diffusion_loss': 0.4418632686138153, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 404.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 404.0, 'debug/num_lat_loss': 194.0, 'epoch': 4.87}
+{'train/ce_loss': 1.057111144065857, 'train/diffusion_loss': 0.5877075791358948, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 194.0, 'epoch': 4.87}
+{'train/ce_loss': 1.2335065603256226, 'train/diffusion_loss': 0.45596733689308167, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 351.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 351.0, 'debug/num_lat_loss': 173.0, 'epoch': 4.87}
+{'train/ce_loss': 1.2740241289138794, 'train/diffusion_loss': 0.5727887153625488, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 380.0, 'debug/num_tok_loss': 186.0, 'debug/num_lat_total': 380.0, 'debug/num_lat_loss': 186.0, 'epoch': 4.87}
+{'train/ce_loss': 1.1539140939712524, 'train/diffusion_loss': 0.5085572004318237, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 218.0, 'debug/num_tok_loss': 103.0, 'debug/num_lat_total': 218.0, 'debug/num_lat_loss': 103.0, 'epoch': 4.87}
+{'train/ce_loss': 0.9580118060112, 'train/diffusion_loss': 0.49367305636405945, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 311.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 311.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.87}
+{'train/ce_loss': 0.8193440437316895, 'train/diffusion_loss': 0.5046930909156799, 'epoch': 4.87}
+{'train/learning_rate_real': 2.995739498234118e-08, 'epoch': 4.87}
+{'debug/num_tok_total': 234.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 234.0, 'debug/num_lat_loss': 90.0, 'epoch': 4.88}
+{'train/ce_loss': 0.8219959735870361, 'train/diffusion_loss': 0.477979451417923, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 166.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 166.0, 'epoch': 4.88}
+{'train/ce_loss': 1.0524722337722778, 'train/diffusion_loss': 0.47135505080223083, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 317.0, 'debug/num_tok_loss': 173.0, 'debug/num_lat_total': 317.0, 'debug/num_lat_loss': 173.0, 'epoch': 4.88}
+{'train/ce_loss': 1.3529994487762451, 'train/diffusion_loss': 0.5016924142837524, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 128.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 128.0, 'epoch': 4.88}
+{'train/ce_loss': 1.0386861562728882, 'train/diffusion_loss': 0.5150405168533325, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 190.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 190.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.88}
+{'train/ce_loss': 0.940349817276001, 'train/diffusion_loss': 0.43891358375549316, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 171.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 171.0, 'epoch': 4.88}
+{'train/ce_loss': 1.1702139377593994, 'train/diffusion_loss': 0.49715107679367065, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 313.0, 'debug/num_tok_loss': 147.0, 'debug/num_lat_total': 313.0, 'debug/num_lat_loss': 147.0, 'epoch': 4.88}
+{'train/ce_loss': 0.9728965163230896, 'train/diffusion_loss': 0.5013085603713989, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 338.0, 'debug/num_tok_loss': 155.0, 'debug/num_lat_total': 338.0, 'debug/num_lat_loss': 155.0, 'epoch': 4.88}
+{'train/ce_loss': 1.0772693157196045, 'train/diffusion_loss': 0.47182735800743103, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 314.0, 'debug/num_tok_loss': 214.0, 'debug/num_lat_total': 314.0, 'debug/num_lat_loss': 214.0, 'epoch': 4.88}
+{'train/ce_loss': 1.3837146759033203, 'train/diffusion_loss': 0.5356659889221191, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 322.0, 'debug/num_tok_loss': 183.0, 'debug/num_lat_total': 322.0, 'debug/num_lat_loss': 183.0, 'epoch': 4.88}
+{'train/ce_loss': 1.020943522453308, 'train/diffusion_loss': 0.5870556831359863, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 199.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 199.0, 'debug/num_lat_loss': 99.0, 'epoch': 4.88}
+{'train/ce_loss': 0.7515980005264282, 'train/diffusion_loss': 0.4766961932182312, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 177.0, 'epoch': 4.88}
+{'train/ce_loss': 0.9987037777900696, 'train/diffusion_loss': 0.49579331278800964, 'epoch': 4.88}
+{'train/learning_rate_real': 2.0805016385427865e-08, 'epoch': 4.88}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 130.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 130.0, 'epoch': 4.9}
+{'train/ce_loss': 1.201340913772583, 'train/diffusion_loss': 0.4966687262058258, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 251.0, 'debug/num_tok_loss': 90.0, 'debug/num_lat_total': 251.0, 'debug/num_lat_loss': 90.0, 'epoch': 4.9}
+{'train/ce_loss': 0.8099673390388489, 'train/diffusion_loss': 0.4559139013290405, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 292.0, 'debug/num_tok_loss': 218.0, 'debug/num_lat_total': 292.0, 'debug/num_lat_loss': 218.0, 'epoch': 4.9}
+{'train/ce_loss': 1.3966671228408813, 'train/diffusion_loss': 0.5404685139656067, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 109.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 109.0, 'epoch': 4.9}
+{'train/ce_loss': 1.0605032444000244, 'train/diffusion_loss': 0.4552648365497589, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 293.0, 'debug/num_tok_loss': 175.0, 'debug/num_lat_total': 293.0, 'debug/num_lat_loss': 175.0, 'epoch': 4.9}
+{'train/ce_loss': 1.349128246307373, 'train/diffusion_loss': 0.5335080027580261, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 356.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 356.0, 'debug/num_lat_loss': 157.0, 'epoch': 4.9}
+{'train/ce_loss': 1.3687766790390015, 'train/diffusion_loss': 0.5540396571159363, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 268.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 268.0, 'debug/num_lat_loss': 126.0, 'epoch': 4.9}
+{'train/ce_loss': 1.2007322311401367, 'train/diffusion_loss': 0.4654350280761719, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 200.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 200.0, 'debug/num_lat_loss': 104.0, 'epoch': 4.9}
+{'train/ce_loss': 0.9744999408721924, 'train/diffusion_loss': 0.5700255632400513, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 219.0, 'debug/num_tok_loss': 119.0, 'debug/num_lat_total': 219.0, 'debug/num_lat_loss': 119.0, 'epoch': 4.9}
+{'train/ce_loss': 1.1360430717468262, 'train/diffusion_loss': 0.5616012811660767, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 341.0, 'debug/num_tok_loss': 160.0, 'debug/num_lat_total': 341.0, 'debug/num_lat_loss': 160.0, 'epoch': 4.9}
+{'train/ce_loss': 1.0805429220199585, 'train/diffusion_loss': 0.630264937877655, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.9}
+{'train/ce_loss': 1.1525462865829468, 'train/diffusion_loss': 0.532045304775238, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 336.0, 'debug/num_tok_loss': 142.0, 'debug/num_lat_total': 336.0, 'debug/num_lat_loss': 142.0, 'epoch': 4.9}
+{'train/ce_loss': 0.994036078453064, 'train/diffusion_loss': 0.4697556793689728, 'epoch': 4.9}
+{'train/learning_rate_real': 1.3315875466257677e-08, 'epoch': 4.9}
+{'debug/num_tok_total': 205.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 205.0, 'debug/num_lat_loss': 89.0, 'epoch': 4.91}
+{'train/ce_loss': 0.5518178939819336, 'train/diffusion_loss': 0.35770300030708313, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 334.0, 'debug/num_tok_loss': 157.0, 'debug/num_lat_total': 334.0, 'debug/num_lat_loss': 157.0, 'epoch': 4.91}
+{'train/ce_loss': 1.1006768941879272, 'train/diffusion_loss': 0.5257201194763184, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 250.0, 'debug/num_tok_loss': 134.0, 'debug/num_lat_total': 250.0, 'debug/num_lat_loss': 134.0, 'epoch': 4.91}
+{'train/ce_loss': 1.2834194898605347, 'train/diffusion_loss': 0.4483780860900879, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 289.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 289.0, 'debug/num_lat_loss': 92.0, 'epoch': 4.91}
+{'train/ce_loss': 0.6877935528755188, 'train/diffusion_loss': 0.45487019419670105, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 246.0, 'debug/num_tok_loss': 91.0, 'debug/num_lat_total': 246.0, 'debug/num_lat_loss': 91.0, 'epoch': 4.91}
+{'train/ce_loss': 0.8396747708320618, 'train/diffusion_loss': 0.5129491686820984, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 247.0, 'debug/num_tok_loss': 92.0, 'debug/num_lat_total': 247.0, 'debug/num_lat_loss': 92.0, 'epoch': 4.91}
+{'train/ce_loss': 0.7637776136398315, 'train/diffusion_loss': 0.44256651401519775, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 164.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 164.0, 'epoch': 4.91}
+{'train/ce_loss': 1.227360486984253, 'train/diffusion_loss': 0.5217622518539429, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 190.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 190.0, 'epoch': 4.91}
+{'train/ce_loss': 1.369507074356079, 'train/diffusion_loss': 0.4674156904220581, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 318.0, 'debug/num_tok_loss': 124.0, 'debug/num_lat_total': 318.0, 'debug/num_lat_loss': 124.0, 'epoch': 4.91}
+{'train/ce_loss': 1.065316081047058, 'train/diffusion_loss': 0.5064800381660461, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 312.0, 'debug/num_tok_loss': 132.0, 'debug/num_lat_total': 312.0, 'debug/num_lat_loss': 132.0, 'epoch': 4.91}
+{'train/ce_loss': 0.8151803612709045, 'train/diffusion_loss': 0.5253448486328125, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 282.0, 'debug/num_tok_loss': 99.0, 'debug/num_lat_total': 282.0, 'debug/num_lat_loss': 99.0, 'epoch': 4.91}
+{'train/ce_loss': 0.7955830693244934, 'train/diffusion_loss': 0.44731393456459045, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 202.0, 'debug/num_tok_loss': 73.0, 'debug/num_lat_total': 202.0, 'debug/num_lat_loss': 73.0, 'epoch': 4.91}
+{'train/ce_loss': 0.5497980713844299, 'train/diffusion_loss': 0.5338848829269409, 'epoch': 4.91}
+{'train/learning_rate_real': 7.49047088866861e-09, 'epoch': 4.91}
+{'debug/num_tok_total': 307.0, 'debug/num_tok_loss': 168.0, 'debug/num_lat_total': 307.0, 'debug/num_lat_loss': 168.0, 'epoch': 4.92}
+{'train/ce_loss': 1.2496814727783203, 'train/diffusion_loss': 0.5512647032737732, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 237.0, 'debug/num_tok_loss': 96.0, 'debug/num_lat_total': 237.0, 'debug/num_lat_loss': 96.0, 'epoch': 4.92}
+{'train/ce_loss': 0.8653305172920227, 'train/diffusion_loss': 0.47699177265167236, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 343.0, 'debug/num_tok_loss': 177.0, 'debug/num_lat_total': 343.0, 'debug/num_lat_loss': 177.0, 'epoch': 4.92}
+{'train/ce_loss': 1.199941635131836, 'train/diffusion_loss': 0.43816739320755005, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 228.0, 'debug/num_tok_loss': 89.0, 'debug/num_lat_total': 228.0, 'debug/num_lat_loss': 89.0, 'epoch': 4.92}
+{'train/ce_loss': 0.6816259026527405, 'train/diffusion_loss': 0.46393680572509766, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 231.0, 'debug/num_tok_loss': 68.0, 'debug/num_lat_total': 231.0, 'debug/num_lat_loss': 68.0, 'epoch': 4.92}
+{'train/ce_loss': 0.525384247303009, 'train/diffusion_loss': 0.4719659090042114, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 255.0, 'debug/num_tok_loss': 116.0, 'debug/num_lat_total': 255.0, 'debug/num_lat_loss': 116.0, 'epoch': 4.92}
+{'train/ce_loss': 0.921209990978241, 'train/diffusion_loss': 0.45645397901535034, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 222.0, 'debug/num_tok_loss': 104.0, 'debug/num_lat_total': 222.0, 'debug/num_lat_loss': 104.0, 'epoch': 4.92}
+{'train/ce_loss': 0.6884411573410034, 'train/diffusion_loss': 0.43094316124916077, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 94.0, 'epoch': 4.92}
+{'train/ce_loss': 0.6596442461013794, 'train/diffusion_loss': 0.45125967264175415, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 126.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 126.0, 'epoch': 4.92}
+{'train/ce_loss': 0.7883872985839844, 'train/diffusion_loss': 0.459975928068161, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 171.0, 'debug/num_tok_loss': 97.0, 'debug/num_lat_total': 171.0, 'debug/num_lat_loss': 97.0, 'epoch': 4.92}
+{'train/ce_loss': 0.7241421937942505, 'train/diffusion_loss': 0.5012770891189575, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 192.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 192.0, 'epoch': 4.92}
+{'train/ce_loss': 0.8888716697692871, 'train/diffusion_loss': 0.49799594283103943, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 378.0, 'debug/num_tok_loss': 198.0, 'debug/num_lat_total': 378.0, 'debug/num_lat_loss': 198.0, 'epoch': 4.92}
+{'train/ce_loss': 1.296446442604065, 'train/diffusion_loss': 0.5743337273597717, 'epoch': 4.92}
+{'train/learning_rate_real': 3.3291905367577313e-09, 'epoch': 4.92}
+{'debug/num_tok_total': 310.0, 'debug/num_tok_loss': 129.0, 'debug/num_lat_total': 310.0, 'debug/num_lat_loss': 129.0, 'epoch': 4.93}
+{'train/ce_loss': 1.0766054391860962, 'train/diffusion_loss': 0.4878357946872711, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'debug/num_tok_total': 305.0, 'debug/num_tok_loss': 122.0, 'debug/num_lat_total': 305.0, 'debug/num_lat_loss': 122.0, 'epoch': 4.93}
+{'train/ce_loss': 0.9496350884437561, 'train/diffusion_loss': 0.4549309015274048, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'debug/num_tok_total': 332.0, 'debug/num_tok_loss': 149.0, 'debug/num_lat_total': 332.0, 'debug/num_lat_loss': 149.0, 'epoch': 4.93}
+{'train/ce_loss': 1.0778406858444214, 'train/diffusion_loss': 0.5582878589630127, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'debug/num_tok_total': 386.0, 'debug/num_tok_loss': 205.0, 'debug/num_lat_total': 386.0, 'debug/num_lat_loss': 205.0, 'epoch': 4.93}
+{'train/ce_loss': 1.536064624786377, 'train/diffusion_loss': 0.4960058927536011, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 102.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 102.0, 'epoch': 4.93}
+{'train/ce_loss': 0.7469577193260193, 'train/diffusion_loss': 0.43706372380256653, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'debug/num_tok_total': 316.0, 'debug/num_tok_loss': 175.0, 'debug/num_lat_total': 316.0, 'debug/num_lat_loss': 175.0, 'epoch': 4.93}
+{'train/ce_loss': 1.0772297382354736, 'train/diffusion_loss': 0.513507604598999, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'debug/num_tok_total': 273.0, 'debug/num_tok_loss': 107.0, 'debug/num_lat_total': 273.0, 'debug/num_lat_loss': 107.0, 'epoch': 4.93}
+{'train/ce_loss': 0.9676967859268188, 'train/diffusion_loss': 0.47669410705566406, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'debug/num_tok_total': 339.0, 'debug/num_tok_loss': 156.0, 'debug/num_lat_total': 339.0, 'debug/num_lat_loss': 156.0, 'epoch': 4.93}
+{'train/ce_loss': 1.1754628419876099, 'train/diffusion_loss': 0.49681586027145386, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'debug/num_tok_total': 290.0, 'debug/num_tok_loss': 172.0, 'debug/num_lat_total': 290.0, 'debug/num_lat_loss': 172.0, 'epoch': 4.93}
+{'train/ce_loss': 0.8383948802947998, 'train/diffusion_loss': 0.4646143317222595, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'debug/num_tok_total': 335.0, 'debug/num_tok_loss': 194.0, 'debug/num_lat_total': 335.0, 'debug/num_lat_loss': 194.0, 'epoch': 4.93}
+{'train/ce_loss': 1.3025398254394531, 'train/diffusion_loss': 0.4746813178062439, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'debug/num_tok_total': 226.0, 'debug/num_tok_loss': 108.0, 'debug/num_lat_total': 226.0, 'debug/num_lat_loss': 108.0, 'epoch': 4.93}
+{'train/ce_loss': 1.0451277494430542, 'train/diffusion_loss': 0.4912298619747162, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'debug/num_tok_total': 210.0, 'debug/num_tok_loss': 94.0, 'debug/num_lat_total': 210.0, 'debug/num_lat_loss': 94.0, 'epoch': 4.93}
+{'train/ce_loss': 0.8413041830062866, 'train/diffusion_loss': 0.4571881592273712, 'epoch': 4.93}
+{'train/learning_rate_real': 8.323114890379513e-10, 'epoch': 4.93}
+{'loss': 17.6975, 'grad_norm': 21.70566749572754, 'learning_rate': 8.323114890379513e-10, 'epoch': 4.94}
+{'train_runtime': 5005.6738, 'train_samples_per_second': 0.991, 'train_steps_per_second': 0.082, 'train_loss': 19.502707504644626, 'epoch': 4.94}
diff --git a/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/requirements.txt b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..adf0c988944bb98811cdf46d6419eea1485e311b
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/requirements.txt
@@ -0,0 +1,956 @@
+setuptools==75.2.0
+types-setuptools==80.9.0.20250822
+requirements-parser==0.9.0
+pip==24.1.2
+cfgv==3.5.0
+huggingface_hub==0.36.2
+pre_commit==4.5.1
+transformers==4.51.3
+bitsandbytes==0.49.2
+identify==2.6.16
+virtualenv==21.1.0
+diffusers==0.29.0
+wandb==0.25.0
+conformer==0.3.2
+python-discovery==1.1.0
+numpy==1.26.4
+filelock==3.24.3
+peft==0.7.1
+datasets==2.21.0
+resampy==0.4.3
+tokenizers==0.21.4
+nodeenv==1.10.0
+distlib==0.4.0
+resemble-perth==1.0.1
+safetensors==0.5.3
+fsspec==2024.6.1
+vibevoice-finetuning==0.1.0
+s3tokenizer==0.3.0
+pytools==2025.2.5
+pycuda==2026.1
+siphash24==1.8
+protobuf==5.29.5
+torchtune==0.6.1
+learntools==0.3.5
+rouge_score==0.1.2
+boto3==1.42.50
+pyclipper==1.4.0
+bayesian-optimization==3.2.0
+urwid_readline==0.15.1
+rfc3161-client==1.0.5
+blake3==1.0.8
+Wand==0.6.13
+mpld3==0.5.12
+qgrid==1.3.1
+woodwork==0.31.0
+y-py==0.6.2
+ipywidgets==8.1.5
+scikit-multilearn==0.2.0
+pytesseract==0.3.13
+Cartopy==0.25.0
+odfpy==1.4.1
+Boruta==0.4.3
+docstring-to-markdown==0.17
+torchinfo==1.8.0
+clint==0.5.1
+h2o==3.46.0.9
+comm==0.2.3
+Deprecated==1.3.1
+pymongo==4.16.0
+tensorflow-io-gcs-filesystem==0.37.1
+jmespath==1.1.0
+pygltflib==1.16.5
+keras-core==0.1.7
+pandas==2.3.3
+securesystemslib==1.3.1
+qtconsole==5.7.1
+pyemd==2.0.0
+pandas-profiling==3.6.6
+nilearn==0.13.1
+in-toto-attestation==0.9.3
+keras-tuner==1.4.8
+open_spiel==1.6.11
+fastuuid==0.14.0
+scikit-surprise==1.1.4
+torchmetrics==1.8.2
+vtk==9.3.1
+jupyter-ydoc==0.2.5
+aiofiles==22.1.0
+pytokens==0.4.1
+scikit-learn-intelex==2025.10.1
+featuretools==1.31.0
+plotly-express==0.4.1
+marshmallow==3.26.2
+easyocr==1.7.2
+ppft==1.7.8
+fuzzywuzzy==0.18.0
+id==1.6.1
+openslide-python==1.4.3
+pandasql==0.7.3
+update-checker==0.18.0
+pathos==0.3.2
+xvfbwrapper==0.2.18
+jupyter_server_fileid==0.9.3
+fasttext==0.9.3
+optuna==4.7.0
+stopit==1.1.2
+torchcodec==0.9.0
+haversine==2.9.0
+catboost==1.2.8
+jupyter_server==2.12.5
+geojson==3.2.0
+fury==0.12.0
+ipympl==0.10.0
+ipython_pygments_lexers==1.1.1
+olefile==0.47
+jupyter_server_proxy==4.4.0
+fastgit==0.0.2
+daal==2025.10.1
+pytorch-ignite==0.5.3
+jupyter-lsp==1.5.1
+gpxpy==1.6.2
+simpervisor==1.0.0
+kagglehub==1.0.0
+mlcrate==0.2.0
+papermill==2.6.0
+kaggle==2.0.0
+model-signing==1.1.1
+jupyterlab==3.6.8
+args==0.1.0
+ImageHash==4.3.2
+TPOT==0.12.2
+typing-inspect==0.9.0
+PyUpSet==0.1.1.post7
+dacite==1.9.2
+pycryptodome==3.23.0
+google-cloud-videointelligence==2.18.0
+ray==2.53.0
+deepdiff==8.6.1
+visions==0.8.1
+trx-python==0.3
+deap==1.4.3
+lml==0.2.0
+jiter==0.10.0
+ypy-websocket==0.8.4
+cytoolz==1.1.0
+ansicolors==1.1.8
+path.py==12.5.0
+black==26.1.0
+lightning-utilities==0.15.2
+tensorflow-io==0.37.1
+wavio==0.0.9
+pdf2image==1.17.0
+dipy==1.11.0
+pyLDAvis==3.4.1
+Janome==0.5.0
+langid==1.1.6
+sigstore-models==0.0.6
+pokerkit==0.6.3
+pyaml==26.2.1
+scikit-plot==0.3.7
+nbdev==3.0.12
+simpleitk==2.5.3
+ml_collections==1.1.0
+filetype==1.2.0
+jupyter_server_ydoc==0.8.0
+litellm==1.81.13
+pyjson5==2.0.0
+email-validator==2.3.0
+execnb==0.1.18
+colorama==0.4.6
+ruamel.yaml==0.19.1
+python-lsp-server==1.14.0
+ujson==5.11.0
+PyArabic==0.6.15
+gymnasium==1.2.0
+path==17.1.1
+gensim==4.4.0
+Pympler==1.1
+puremagic==1.30
+s3fs==0.4.2
+nbconvert==6.4.5
+kornia==0.8.2
+pathspec==1.0.4
+pybind11==3.0.2
+sigstore==4.2.0
+funcy==2.0
+testpath==0.6.0
+google-cloud-vision==3.12.1
+kornia_rs==0.1.10
+gymnax==0.0.8
+dnspython==2.8.0
+gym==0.26.2
+botocore==1.42.50
+coverage==7.13.4
+nbclient==0.5.13
+ydata-profiling==4.18.1
+POT==0.9.6.post1
+squarify==0.4.4
+dataclasses-json==0.6.7
+pettingzoo==1.24.0
+pytorch-lightning==2.6.1
+segment_anything==1.0
+emoji==2.15.0
+python-bidi==0.6.7
+rgf-python==3.12.0
+ninja==1.13.0
+widgetsnbextension==4.0.15
+minify_html==0.18.1
+urwid==3.0.5
+jedi==0.19.2
+jupyterlab-lsp==3.10.2
+kagglesdk==0.1.15
+python-lsp-jsonrpc==1.1.2
+QtPy==2.4.3
+pydicom==3.0.1
+multimethod==1.12
+asttokens==3.0.1
+docker==7.1.0
+line_profiler==5.0.1
+s3transfer==0.16.0
+build==1.4.0
+Shimmy==2.0.0
+igraph==1.0.0
+jupyterlab_server==2.28.0
+ghapi==1.0.10
+isoweek==1.3.3
+texttable==1.7.0
+kt-legacy==1.0.5
+orderly-set==5.5.0
+wcwidth==0.6.0
+pyexcel-io==0.6.7
+pypdf==6.7.0
+mamba==0.11.3
+fastcore==1.12.14
+colorlog==6.10.1
+asn1crypto==1.5.1
+openslide-bin==4.0.0.11
+pyexcel-ods==0.6.0
+lime==0.2.0.1
+pox==0.3.7
+rfc8785==0.1.4
+sigstore-rekor-types==0.0.18
+cesium==0.12.4
+tuf==6.0.0
+hep_ml==0.8.0
+pyproject_hooks==1.2.0
+phik==0.12.5
+setuptools-scm==9.2.2
+pudb==2025.1.5
+kaggle-environments==1.27.0
+mne==1.11.0
+keras-cv==0.9.0
+gatspy==0.3
+onnx==1.20.1
+scikit-optimize==0.10.2
+category_encoders==2.9.0
+mypy_extensions==1.1.0
+mistune==0.8.4
+json5==0.13.0
+a2a-sdk==0.3.23
+google-colab==1.0.0
+psutil==5.9.5
+jsonschema==4.26.0
+astunparse==1.6.3
+pycocotools==2.0.11
+lxml==6.0.2
+nx-cugraph-cu12==25.10.0
+ipython==7.34.0
+oauthlib==3.3.1
+grpc-google-iam-v1==0.14.3
+array_record==0.8.3
+PuLP==3.3.0
+fiona==1.10.1
+aiosignal==1.4.0
+libclang==18.1.1
+annotated-types==0.7.0
+spreg==1.8.5
+timm==1.0.24
+grain==0.2.15
+geemap==0.35.3
+patsy==1.0.2
+imagesize==1.4.1
+py-cpuinfo==9.0.0
+pyzmq==26.2.1
+srsly==2.5.2
+google-cloud-language==2.19.0
+soxr==1.0.0
+jupyterlab_pygments==0.3.0
+opentelemetry-proto==1.37.0
+backcall==0.2.0
+tensorflow-hub==0.16.1
+google==3.0.0
+requests-oauthlib==2.0.0
+rapids-dask-dependency==25.10.0
+dopamine_rl==4.1.2
+overrides==7.7.0
+db-dtypes==1.5.0
+bokeh==3.7.3
+jeepney==0.9.0
+ipython-genutils==0.2.0
+triton==3.5.0
+catalogue==2.0.10
+beautifulsoup4==4.13.5
+sphinxcontrib-devhelp==2.0.0
+partd==1.4.2
+Authlib==1.6.6
+treelite==4.4.1
+sklearn-pandas==2.2.0
+sphinxcontrib-qthelp==2.0.0
+typeguard==4.4.4
+h5py==3.15.1
+xlrd==2.0.2
+branca==0.8.2
+chardet==5.2.0
+pycairo==1.29.0
+cuda-core==0.3.2
+sentencepiece==0.2.1
+distributed-ucxx-cu12==0.46.0
+nvidia-cusparselt-cu12==0.7.1
+cachetools==6.2.4
+Flask==3.1.2
+proto-plus==1.27.0
+simple-parsing==0.1.7
+matplotlib-venn==1.1.2
+scooby==0.11.0
+pylibcudf-cu12==25.10.0
+fqdn==1.5.1
+gin-config==0.5.0
+ipython-sql==0.5.0
+toml==0.10.2
+PyOpenGL==3.1.10
+weasel==0.4.3
+jsonpointer==3.0.0
+google-auth-httplib2==0.3.0
+spint==1.0.7
+nvtx==0.2.14
+websocket-client==1.9.0
+torchao==0.10.0
+splot==1.1.7
+langgraph-checkpoint==4.0.0
+alabaster==1.0.0
+pylibcugraph-cu12==25.10.1
+jaxlib==0.7.2
+google-resumable-media==2.8.0
+namex==0.1.0
+nvidia-cuda-cccl-cu12==12.9.27
+nvidia-cublas-cu12==12.6.4.1
+google-cloud-spanner==3.62.0
+peewee==3.19.0
+google-cloud-resource-manager==1.16.0
+jupyter_core==5.9.1
+jupytext==1.18.1
+spacy-legacy==3.0.12
+librosa==0.11.0
+ibis-framework==9.5.0
+requests-toolbelt==1.0.0
+tensorflow-metadata==1.17.3
+pysal==25.7
+ormsgpack==1.12.1
+click==8.3.1
+markdown-it-py==4.0.0
+imutils==0.5.4
+cudf-polars-cu12==25.10.0
+grpclib==0.4.9
+opt_einsum==3.4.0
+folium==0.20.0
+moviepy==1.0.3
+multidict==6.7.0
+en_core_web_sm==3.8.0
+tensorflow-text==2.19.0
+yarl==1.22.0
+spacy==3.8.11
+importlib_resources==6.5.2
+lazy_loader==0.4
+smart_open==7.5.0
+Markdown==3.10
+opentelemetry-semantic-conventions==0.58b0
+langchain==1.2.4
+bigquery-magics==0.10.3
+spanner-graph-notebook==1.1.8
+sqlglot==25.20.2
+linkify-it-py==2.0.3
+types-pytz==2025.2.0.20251108
+bigframes==2.31.0
+tsfresh==0.21.1
+opencv-contrib-python==4.12.0.88
+nbclassic==1.3.3
+scikit-image==0.25.2
+tensorflow_decision_forests==1.12.0
+uvicorn==0.40.0
+isoduration==20.11.0
+momepy==0.11.0
+pydantic-settings==2.12.0
+pytest==8.4.2
+nvidia-cuda-nvcc-cu12==12.5.82
+google-cloud-aiplatform==1.130.0
+nvidia-nvtx-cu12==12.6.77
+dask==2025.9.1
+torchsummary==1.5.1
+earthengine-api==1.5.24
+webencodings==0.5.1
+jax-cuda12-pjrt==0.7.2
+safehttpx==0.1.7
+google-cloud-firestore==2.23.0
+fastjsonschema==2.21.2
+pydantic==2.12.3
+jaraco.context==6.1.0
+pyogrio==0.12.1
+fonttools==4.61.1
+google-cloud-bigquery==3.40.0
+httpimport==1.4.1
+cupy-cuda12x==13.6.0
+rsa==4.9.1
+tomlkit==0.13.3
+pymc==5.27.0
+entrypoints==0.4
+PyJWT==2.10.1
+starlette==0.50.0
+anyio==4.12.1
+charset-normalizer==3.4.4
+ipyleaflet==0.20.0
+optree==0.18.0
+cryptography==43.0.3
+missingno==0.5.2
+pandas-datareader==0.10.0
+pooch==1.8.2
+pyviz_comms==3.0.6
+cycler==0.12.1
+fastrlock==0.8.3
+opencv-python==4.12.0.88
+nvidia-cusolver-cu12==11.7.1.2
+tensorboard==2.19.0
+gast==0.7.0
+jax-cuda12-plugin==0.7.2
+ucxx-cu12==0.46.0
+inflect==7.5.0
+h11==0.16.0
+libcuml-cu12==25.10.0
+grpcio==1.76.0
+multitasking==0.0.12
+cvxpy==1.6.7
+affine==2.4.0
+cuda-bindings==12.9.5
+cffi==2.0.0
+google-cloud-translate==3.24.0
+rpy2==3.5.17
+regex==2025.11.3
+tf_keras==2.19.0
+Send2Trash==2.1.0
+cudf-cu12==25.10.0
+cymem==2.0.13
+shap==0.50.0
+shapely==2.1.2
+psygnal==0.15.1
+uri-template==1.3.0
+webcolors==25.10.0
+opentelemetry-api==1.37.0
+h5netcdf==1.8.0
+onemkl-license==2025.3.0
+nltk==3.9.1
+atpublic==5.1
+ImageIO==2.37.2
+sphinxcontrib-applehelp==2.0.0
+pydot==4.0.1
+treescope==0.1.10
+tcmlib==1.4.1
+tiktoken==0.12.0
+nibabel==5.3.3
+multiprocess==0.70.16
+typing_extensions==4.15.0
+PyYAML==6.0.3
+astropy-iers-data==0.2026.1.12.0.42.13
+defusedxml==0.7.1
+sphinxcontrib-serializinghtml==2.0.0
+bleach==6.3.0
+python-utils==3.9.1
+google-cloud-bigquery-connection==1.20.0
+opentelemetry-resourcedetector-gcp==1.11.0a0
+pydotplus==2.0.2
+pycryptodomex==3.23.0
+matplotlib==3.10.0
+ml_dtypes==0.5.4
+tbb==2022.3.0
+uvloop==0.22.1
+google-pasta==0.2.0
+giddy==2.3.8
+ipyparallel==8.8.0
+keras==3.10.0
+Werkzeug==3.1.5
+spacy-loggers==1.0.5
+google-cloud-logging==3.13.0
+rfc3987-syntax==1.1.0
+pyparsing==3.3.1
+google-ai-generativelanguage==0.6.15
+tifffile==2026.1.14
+keras-hub==0.21.1
+pydata-google-auth==1.9.1
+absl-py==1.4.0
+alembic==1.18.1
+openpyxl==3.1.5
+roman-numerals==4.1.0
+vega-datasets==0.9.0
+mpmath==1.3.0
+etils==1.13.0
+traittypes==0.2.3
+opentelemetry-exporter-gcp-monitoring==1.11.0a0
+graphviz==0.21
+google-cloud-trace==1.18.0
+libcugraph-cu12==25.10.1
+torchdata==0.11.0
+jax==0.7.2
+hf-xet==1.2.0
+aiohappyeyeballs==2.6.1
+annotated-doc==0.0.4
+duckdb==1.3.2
+blinker==1.9.0
+referencing==0.37.0
+googledrivedownloader==1.1.0
+GDAL==3.8.4
+et_xmlfile==2.0.0
+jieba==0.42.1
+zict==3.0.0
+hyperopt==0.2.7
+python-louvain==0.16
+tensorstore==0.1.80
+PyDrive2==1.21.3
+roman-numerals-py==4.1.0
+urllib3==2.5.0
+jaraco.functools==4.4.0
+pyOpenSSL==24.2.1
+jupyter-console==6.6.3
+gspread==6.2.1
+rapids-logger==0.1.19
+docstring_parser==0.17.0
+albumentations==2.0.8
+libraft-cu12==25.10.0
+highspy==1.12.0
+seaborn==0.13.2
+cons==0.4.7
+scipy==1.16.3
+matplotlib-inline==0.2.1
+pynndescent==0.6.0
+stringzilla==4.6.0
+pyomo==6.9.5
+flatbuffers==25.12.19
+omegaconf==2.3.0
+parso==0.8.5
+umap-learn==0.5.11
+progressbar2==4.5.0
+pexpect==4.9.0
+ptyprocess==0.7.0
+pygame==2.6.1
+cuda-python==12.9.5
+fastprogress==1.1.3
+kiwisolver==1.4.9
+Cython==3.0.12
+shellingham==1.5.4
+snowballstemmer==3.0.1
+propcache==0.4.1
+nbformat==5.10.4
+python-snappy==0.7.3
+raft-dask-cu12==25.10.0
+librmm-cu12==25.10.0
+rasterstats==0.20.0
+bqplot==0.12.45
+nest-asyncio==1.6.0
+nvidia-cufft-cu12==11.3.0.4
+notebook==6.5.7
+flax==0.11.2
+google-cloud-functions==1.22.0
+multipledispatch==1.0.0
+googleapis-common-protos==1.72.0
+eerepr==0.1.2
+locket==1.0.0
+typer-slim==0.21.1
+prettytable==3.17.0
+pygit2==1.19.1
+soupsieve==2.8.1
+einops==0.8.1
+plotly==5.24.1
+msgpack==1.1.2
+clarabel==0.11.1
+packaging==25.0
+cligj==0.7.2
+google-cloud-secret-manager==2.26.0
+spglm==1.1.0
+ipytree==0.2.2
+termcolor==3.3.0
+python-box==7.3.2
+tweepy==4.16.0
+google-cloud-core==2.5.0
+rmm-cu12==25.10.0
+distributed==2025.9.1
+nvidia-cuda-runtime-cu12==12.6.77
+dataproc-spark-connect==1.0.1
+textblob==0.19.0
+firebase-admin==6.9.0
+fastapi==0.123.10
+debugpy==1.8.15
+google-cloud-discoveryengine==0.13.12
+xarray-einstats==0.9.1
+decorator==4.4.2
+pickleshare==0.7.5
+rasterio==1.5.0
+networkx==3.6.1
+wasabi==1.1.3
+mgwr==2.2.1
+hdbscan==0.8.41
+pydub==0.25.1
+tobler==0.13.0
+wrapt==2.0.1
+more-itertools==10.8.0
+keyrings.google-artifactregistry-auth==1.1.2
+cloudpickle==3.1.2
+fastlite==0.2.4
+colorcet==3.1.0
+lark==1.3.1
+antlr4-python3-runtime==4.9.3
+panel==1.8.5
+keras-nlp==0.21.1
+music21==9.9.1
+Pygments==2.19.2
+toolz==0.12.1
+python-slugify==8.0.4
+sqlparse==0.5.5
+jupyter-leaflet==0.20.0
+gym-notices==0.1.0
+google-cloud-datastore==2.23.0
+semantic-version==2.10.0
+etuples==0.3.10
+traitlets==5.7.1
+sentence-transformers==5.2.0
+terminado==0.18.1
+accelerate==1.12.0
+langgraph-sdk==0.3.3
+langgraph==1.0.6
+apswutils==0.1.2
+pyproj==3.7.2
+sphinxcontrib-htmlhelp==2.1.0
+certifi==2026.1.4
+grpc-interceptor==0.15.4
+pyasn1==0.6.2
+geocoder==1.38.1
+idna==3.11
+plum-dispatch==2.6.1
+mizani==0.13.5
+umf==1.0.2
+babel==2.17.0
+jupyter_server_terminals==0.5.4
+httpcore==1.0.9
+pyasn1_modules==0.4.2
+ffmpy==1.0.0
+wordcloud==1.9.5
+pyperclip==1.11.0
+optax==0.2.6
+ply==3.11
+ndindex==1.10.1
+ydf==0.14.0
+tblib==3.2.2
+polars==1.31.0
+docutils==0.21.2
+scs==3.2.11
+pycparser==2.23
+distro==1.9.0
+tf-slim==1.1.0
+google-cloud-monitoring==2.29.0
+torchaudio==2.9.0+cu126
+tzlocal==5.3.1
+python-multipart==0.0.21
+groovy==0.1.2
+simsimd==6.5.12
+sqlalchemy-spanner==1.17.2
+opencv-python-headless==4.12.0.88
+geopandas==1.1.2
+nvidia-cufile-cu12==1.11.1.6
+proglog==0.1.12
+python-dateutil==2.9.0.post0
+tzdata==2025.3
+google-genai==1.55.0
+param==2.3.1
+editdistance==0.8.1
+pydantic_core==2.41.4
+google-adk==1.21.0
+tabulate==0.9.0
+mmh3==5.2.0
+spopt==0.7.0
+dlib==19.24.6
+immutabledict==4.2.2
+community==1.0.0b1
+tensorflow==2.19.0
+ale-py==0.11.2
+murmurhash==1.0.15
+notebook_shim==0.2.4
+mdurl==0.1.2
+requests==2.32.4
+prometheus_client==0.24.1
+google-cloud-dataproc==5.24.0
+logical-unification==0.4.7
+soundfile==0.13.1
+itsdangerous==2.2.0
+google-cloud-storage==3.8.0
+jsonpatch==1.33
+plotnine==0.14.5
+gdown==5.2.1
+brotli==1.2.0
+py4j==0.10.9.9
+text-unidecode==1.3
+yfinance==0.2.66
+arviz==0.22.0
+jaraco.classes==3.4.0
+albucore==0.0.24
+python-dotenv==1.2.1
+uritemplate==4.2.0
+google-api-python-client==2.188.0
+hpack==4.1.0
+cuda-pathfinder==1.3.3
+prophet==1.2.1
+numexpr==2.14.1
+langgraph-prebuilt==1.0.6
+cmake==3.31.10
+google-auth==2.43.0
+openai==2.15.0
+pillow==11.3.0
+torchvision==0.24.0+cu126
+jsonschema-specifications==2025.9.1
+tables==3.10.2
+mapclassify==2.10.0
+python-fasthtml==0.12.39
+altair==5.5.0
+orbax-checkpoint==0.11.31
+google-cloud-appengine-logging==1.8.0
+cufflinks==0.17.3
+cvxopt==1.3.2
+six==1.17.0
+orjson==3.11.5
+blosc2==3.12.2
+watchdog==6.0.0
+PySocks==1.7.1
+jupyterlab_widgets==3.0.16
+spaghetti==1.7.6
+uc-micro-py==1.0.3
+Sphinx==8.2.3
+google-cloud-bigtable==2.35.0
+numba==0.60.0
+nvidia-nvshmem-cu12==3.3.20
+httptools==0.7.1
+rich==13.9.4
+watchfiles==1.1.1
+intel-openmp==2025.3.1
+google-auth-oauthlib==1.2.2
+libkvikio-cu12==25.10.0
+promise==2.3
+cuml-cu12==25.10.0
+chex==0.1.90
+google-api-core==2.29.0
+rfc3986-validator==0.1.1
+threadpoolctl==3.6.0
+sniffio==1.3.1
+holoviews==1.22.1
+pandas-gbq==0.30.0
+frozenlist==1.8.0
+google-crc32c==1.8.0
+ipyevents==2.0.4
+cramjam==2.11.0
+wurlitzer==3.1.1
+confection==0.1.5
+stanio==0.5.1
+easydict==1.13
+argon2-cffi==25.1.0
+llvmlite==0.43.0
+humanize==4.15.0
+nvidia-nvjitlink-cu12==12.6.85
+argon2-cffi-bindings==25.1.0
+future==1.0.0
+rpds-py==0.30.0
+psycopg2==2.9.11
+iniconfig==2.3.0
+lightgbm==4.6.0
+jupyter-events==0.12.0
+nvidia-nccl-cu12==2.27.5
+GitPython==3.1.46
+joblib==1.5.3
+beartype==0.22.9
+opentelemetry-exporter-otlp-proto-http==1.37.0
+Bottleneck==1.4.2
+opentelemetry-exporter-otlp-proto-common==1.37.0
+apsw==3.51.2.0
+typer==0.21.1
+mcp==1.25.0
+osqp==1.0.5
+colour==0.1.5
+zipp==3.23.0
+blis==1.3.3
+click-plugins==1.1.1.2
+httpx-sse==0.4.3
+langchain-core==1.2.7
+sphinxcontrib-jsmath==1.0.1
+prompt_toolkit==3.0.52
+esda==2.8.1
+portpicker==1.5.2
+PyWavelets==1.9.0
+nvidia-cusparse-cu12==12.5.4.2
+Farama-Notifications==0.0.4
+pytz==2025.2
+quantecon==0.10.1
+MarkupSafe==3.0.3
+betterproto==2.0.0b6
+imbalanced-learn==0.14.1
+CacheControl==0.14.4
+langsmith==0.6.4
+ipykernel==6.17.1
+jsonpickle==4.1.1
+xyzservices==2025.11.0
+websockets==15.0.1
+nvidia-curand-cu12==10.3.7.77
+PyGObject==3.48.2
+google-cloud-speech==2.36.0
+pandas-stubs==2.2.2.240909
+segregation==2.5.3
+ratelim==0.1.6
+miniKanren==1.0.5
+geographiclib==2.1
+Jinja2==3.1.6
+frozendict==2.4.7
+tqdm==4.67.1
+typing-inspection==0.4.2
+gradio_client==1.14.0
+simplejson==3.20.2
+imageio-ffmpeg==0.6.0
+python-json-logger==4.0.0
+jupyter_kernel_gateway==2.5.2
+uuid_utils==0.13.0
+contourpy==1.3.3
+nvidia-cudnn-cu12==9.10.2.21
+fastai==2.8.6
+statsmodels==0.14.6
+opentelemetry-exporter-gcp-trace==1.11.0
+deprecation==2.1.0
+tinycss2==1.4.0
+mdit-py-plugins==0.5.0
+tensorflow-datasets==4.9.9
+greenlet==3.3.0
+sentry-sdk==2.49.0
+tenacity==9.1.2
+keyring==25.7.0
+dask-cudf-cu12==25.10.0
+narwhals==2.15.0
+libucxx-cu12==0.46.0
+inequality==1.1.2
+cyipopt==1.5.0
+sympy==1.14.0
+oauth2client==4.1.3
+platformdirs==4.5.1
+nvidia-cuda-nvrtc-cu12==12.6.77
+nvidia-ml-py==13.590.44
+gspread-dataframe==4.0.0
+geopy==2.4.1
+natsort==8.4.0
+pylibraft-cu12==25.10.0
+opentelemetry-sdk==1.37.0
+SQLAlchemy==2.0.45
+rfc3339-validator==0.1.4
+stumpy==1.13.0
+parsy==2.2
+libucx-cu12==1.19.0
+pyerfa==2.0.1.5
+astropy==7.2.0
+blobfile==3.1.0
+curl_cffi==0.14.0
+xarray==2025.12.0
+preshed==3.0.12
+libcudf-cu12==25.10.0
+SecretStorage==3.5.0
+xgboost==3.1.3
+slicer==0.0.8
+aiosqlite==0.22.1
+numba-cuda==0.19.2rc0
+pyspark==4.0.1
+grpcio-status==1.71.2
+libpysal==4.14.1
+gitdb==4.0.12
+hyperframe==6.1.0
+h2==4.3.0
+google-cloud-audit-log==0.4.0
+sse-starlette==3.1.2
+httplib2==0.31.1
+pytensor==2.36.3
+holidays==0.88
+scikit-learn==1.6.1
+httpx==0.28.1
+cloudpathlib==0.23.0
+thinc==8.3.10
+audioread==3.1.0
+fastdownload==0.0.7
+gcsfs==2025.3.0
+access==1.1.10.post3
+tornado==6.5.1
+pandocfilters==1.5.1
+fasttransform==0.0.2
+yellowbrick==1.5
+jupyter_client==7.4.9
+google-generativeai==0.8.6
+cuda-toolkit==12.9.1
+torch==2.9.0+cu126
+importlib_metadata==8.7.1
+tensorboard-data-server==0.7.2
+attrs==25.4.0
+ruff==0.14.13
+pluggy==1.6.0
+intel-cmplr-lib-ur==2025.3.1
+rtree==1.4.1
+pointpats==2.5.2
+arrow==1.4.0
+anywidget==0.9.21
+mlxtend==0.23.4
+smmap==5.0.2
+aiohttp==3.13.3
+hf_transfer==0.1.9
+opentelemetry-exporter-gcp-logging==1.11.0a0
+mkl==2025.3.0
+sortedcontainers==2.4.0
+pyshp==3.0.3
+dill==0.3.8
+sklearn-compat==0.1.5
+wheel==0.45.1
+nvidia-cuda-cupti-cu12==12.6.80
+xxhash==3.6.0
+zstandard==0.25.0
+Mako==1.3.10
+autograd==1.8.0
+glob2==0.7
+dask-cuda==25.10.0
+tensorflow-probability==0.25.0
+colorlover==0.3.0
+ipyfilechooser==0.6.0
+gradio==5.50.0
+cmdstanpy==1.3.0
+pyarrow==18.1.0
+dm-tree==0.1.9
+html5lib==1.1
+python-apt==0.0.0
+vibevoice-finetuning==0.1.0
+PyGObject==3.42.1
+blinker==1.4
+jeepney==0.7.1
+six==1.16.0
+oauthlib==3.2.0
+wadllib==1.3.6
+launchpadlib==1.10.16
+dbus-python==1.2.18
+PyJWT==2.3.0
+importlib-metadata==4.6.4
+httplib2==0.20.2
+zipp==1.0.0
+pyparsing==2.4.7
+lazr.restfulclient==0.14.4
+SecretStorage==3.3.1
+distro==1.7.0
+lazr.uri==1.0.6
+more-itertools==8.10.0
+python-apt==2.4.0+ubuntu4.1
+cryptography==3.4.8
+keyring==23.5.0
+Markdown==3.3.6
+Mako==1.1.3
+MarkupSafe==2.0.1
diff --git a/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/wandb-metadata.json b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/wandb-metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..06b127cca75304e3cdc74ca769760847320a6863
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/wandb-metadata.json
@@ -0,0 +1,103 @@
+{
+  "os":  "Linux-6.6.113+-x86_64-with-glibc2.35",
+  "python":  "CPython 3.12.12",
+  "startedAt":  "2026-02-27T17:07:35.226853Z",
+  "args":  [
+    "--model_name_or_path",
+    "microsoft/VibeVoice-1.5B",
+    "--processor_name_or_path",
+    "vibevoice/processor",
+    "--text_column_name",
+    "text",
+    "--audio_column_name",
+    "audio",
+    "--voice_prompts_column_name",
+    "voice_prompts",
+    "--output_dir",
+    "/kaggle/working/",
+    "--per_device_train_batch_size",
+    "1",
+    "--gradient_accumulation_steps",
+    "12",
+    "--resume_from_checkpoint",
+    "/kaggle/working/lor/VibeVoice-finetuning/checkpoint-3600",
+    "--learning_rate",
+    "5e-5",
+    "--num_train_epochs",
+    "5",
+    "--logging_steps",
+    "10",
+    "--save_steps",
+    "1450",
+    "--eval_steps",
+    "100",
+    "--lora_r",
+    "64",
+    "--lora_alpha",
+    "128",
+    "--report_to",
+    "wandb",
+    "--remove_unused_columns",
+    "False",
+    "--fp16",
+    "True",
+    "--do_train",
+    "--gradient_clipping",
+    "--gradient_checkpointing",
+    "False",
+    "--ddpm_batch_mul",
+    "1",
+    "--diffusion_loss_weight",
+    "1.9",
+    "--train_diffusion_head",
+    "True",
+    "--ce_loss_weight",
+    "0.55",
+    "--voice_prompt_drop_rate",
+    "0.2",
+    "--lora_target_modules",
+    "q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
+    "--lr_scheduler_type",
+    "cosine",
+    "--warmup_ratio",
+    "0.06",
+    "--max_grad_norm",
+    "0.6"
+  ],
+  "program":  "-m src.finetune_vibevoice_lora105",
+  "email":  "aralien0907@gmail.com",
+  "root":  "/kaggle/working/VibeVoice-finetuning",
+  "host":  "3ef0c900b82d",
+  "executable":  "/usr/bin/python3",
+  "cpu_count":  2,
+  "cpu_count_logical":  4,
+  "gpu":  "Tesla T4",
+  "gpu_count":  2,
+  "disk":  {
+    "/":  {
+      "total":  "8656922775552",
+      "used":  "7171193937920"
+    }
+  },
+  "memory":  {
+    "total":  "33662472192"
+  },
+  "gpu_nvidia":  [
+    {
+      "name":  "Tesla T4",
+      "memoryTotal":  "16106127360",
+      "cudaCores":  2560,
+      "architecture":  "Turing",
+      "uuid":  "GPU-6cbb4e3c-0bff-3a30-44ad-c21cd407e831"
+    },
+    {
+      "name":  "Tesla T4",
+      "memoryTotal":  "16106127360",
+      "cudaCores":  2560,
+      "architecture":  "Turing",
+      "uuid":  "GPU-4bb80fae-4a34-ae98-2deb-8fe74390b833"
+    }
+  ],
+  "cudaVersion":  "13.0",
+  "writerId":  "ot81s5a2jxy95zd36wn3cusmqmetmv9a"
+}
\ No newline at end of file
diff --git a/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/wandb-summary.json b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/wandb-summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9167b0cbf9e345a840e7434dfdb65bc5290b3287
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/files/wandb-summary.json
@@ -0,0 +1 @@
+{"train/learning_rate":8.323114890379513e-10,"_step":14753,"train/loss":17.6975,"train_runtime":5005.6738,"train_steps_per_second":0.082,"train/train/ce_loss":0.8413041830062866,"train/global_step":410,"train/debug/num_tok_loss":94,"train/train/diffusion_loss":0.4571881592273712,"_timestamp":1.7722170605118375e+09,"train/epoch":4.943548387096774,"train/debug/num_lat_total":210,"train/debug/num_tok_total":210,"total_flos":3.975791733759555e+16,"train/debug/num_lat_loss":94,"train/grad_norm":21.70566749572754,"train/train/learning_rate_real":8.323114890379513e-10,"_runtime":5007,"train_loss":19.502707504644626,"train_samples_per_second":0.991,"_wandb":{"runtime":5007}}
\ No newline at end of file
diff --git a/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug-core.log b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug-core.log
new file mode 100644
index 0000000000000000000000000000000000000000..504341661f85eca2adc617131db1b99769080ade
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug-core.log
@@ -0,0 +1,15 @@
+{"time":"2026-02-27T17:07:35.482357778Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmpnune8tuu/port-249.txt","pid":249,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
+{"time":"2026-02-27T17:07:35.483849816Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":249}
+{"time":"2026-02-27T17:07:35.48379996Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/wandb-249-309-64565598/socket","Net":"unix"}}
+{"time":"2026-02-27T17:07:35.66504718Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
+{"time":"2026-02-27T17:07:35.678282064Z","level":"INFO","msg":"handleInformInit: received","streamId":"3ba45jda","id":"1(@)"}
+{"time":"2026-02-27T17:07:35.821054715Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"3ba45jda","id":"1(@)"}
+{"time":"2026-02-27T17:07:42.063021787Z","level":"INFO","msg":"connection: cancelling request","id":"1(@)","requestId":"pvq9gktqwzhx"}
+{"time":"2026-02-27T18:31:03.750344901Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"1(@)"}
+{"time":"2026-02-27T18:31:03.750517535Z","level":"INFO","msg":"connection: closing","id":"1(@)"}
+{"time":"2026-02-27T18:31:03.751674087Z","level":"INFO","msg":"connection: closed successfully","id":"1(@)"}
+{"time":"2026-02-27T18:31:03.750558427Z","level":"INFO","msg":"server is shutting down"}
+{"time":"2026-02-27T18:31:03.751806179Z","level":"INFO","msg":"server: listener closed","addr":{"Name":"/tmp/wandb-249-309-64565598/socket","Net":"unix"}}
+{"time":"2026-02-27T18:31:19.696307825Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"1(@)"}
+{"time":"2026-02-27T18:31:19.696372632Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"1(@)"}
+{"time":"2026-02-27T18:31:19.696398975Z","level":"INFO","msg":"server is closed"}
diff --git a/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug-internal.log b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug-internal.log
new file mode 100644
index 0000000000000000000000000000000000000000..5efa781c1d5f67c619be383cdeea6107177924ca
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug-internal.log
@@ -0,0 +1,12 @@
+{"time":"2026-02-27T17:07:35.678415504Z","level":"INFO","msg":"stream: starting","core version":"0.25.0"}
+{"time":"2026-02-27T17:07:35.820788132Z","level":"INFO","msg":"stream: created new stream","id":"3ba45jda"}
+{"time":"2026-02-27T17:07:35.820876683Z","level":"INFO","msg":"handler: started","stream_id":"3ba45jda"}
+{"time":"2026-02-27T17:07:35.821042046Z","level":"INFO","msg":"stream: started","id":"3ba45jda"}
+{"time":"2026-02-27T17:07:35.821074648Z","level":"INFO","msg":"writer: started","stream_id":"3ba45jda"}
+{"time":"2026-02-27T17:07:35.821092496Z","level":"INFO","msg":"sender: started","stream_id":"3ba45jda"}
+{"time":"2026-02-27T18:07:22.16013444Z","level":"INFO","msg":"api: retrying HTTP error","status":502,"url":"https://api.wandb.ai/files/aralien0907-ara/huggingface/3ba45jda/file_stream","body":"\n<html><head>\n<meta http-equiv=\"content-type\" content=\"text/html;charset=utf-8\">\n<title>502 Server Error</title>\n</head>\n<body text=#000000 bgcolor=#ffffff>\n<h1>Error: Server Error</h1>\n<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>\n<h2></h2>\n</body></html>\n"}
+{"time":"2026-02-27T18:31:03.750443183Z","level":"INFO","msg":"stream: closing","id":"3ba45jda"}
+{"time":"2026-02-27T18:31:04.611370138Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"}
+{"time":"2026-02-27T18:31:05.330693311Z","level":"INFO","msg":"handler: closed","stream_id":"3ba45jda"}
+{"time":"2026-02-27T18:31:05.330835354Z","level":"INFO","msg":"sender: closed","stream_id":"3ba45jda"}
+{"time":"2026-02-27T18:31:05.330867017Z","level":"INFO","msg":"stream: closed","id":"3ba45jda"}
diff --git a/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug.log b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug.log
new file mode 100644
index 0000000000000000000000000000000000000000..7fae2b1df1888ce88c657ddb34caa9c33f612bc5
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug.log
@@ -0,0 +1,24 @@
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_setup.py:_flush():81] Current SDK version is 0.25.0
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_setup.py:_flush():81] Configure stats pid to 249
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_setup.py:_flush():81] Loading settings from environment variables
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /kaggle/working/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug.log
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /kaggle/working/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/logs/debug-internal.log
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_init.py:init():844] calling init triggers
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
+config: {'_wandb': {}}
+2026-02-27 17:07:35,228 INFO    MainThread:249 [wandb_init.py:init():892] starting backend
+2026-02-27 17:07:35,665 INFO    MainThread:249 [wandb_init.py:init():895] sending inform_init request
+2026-02-27 17:07:35,674 INFO    MainThread:249 [wandb_init.py:init():903] backend started and connected
+2026-02-27 17:07:35,677 INFO    MainThread:249 [wandb_init.py:init():973] updated telemetry
+2026-02-27 17:07:35,677 INFO    MainThread:249 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
+2026-02-27 17:07:36,350 INFO    MainThread:249 [wandb_init.py:init():1042] starting run threads in backend
+2026-02-27 17:07:37,057 INFO    MainThread:249 [wandb_run.py:_console_start():2524] atexit reg
+2026-02-27 17:07:37,057 INFO    MainThread:249 [wandb_run.py:_redirect():2373] redirect: wrap_raw
+2026-02-27 17:07:37,057 INFO    MainThread:249 [wandb_run.py:_redirect():2442] Wrapping output streams.
+2026-02-27 17:07:37,057 INFO    MainThread:249 [wandb_run.py:_redirect():2465] Redirects installed.
+2026-02-27 17:07:37,062 INFO    MainThread:249 [wandb_init.py:init():1082] run started, returning control to user process
+2026-02-27 17:07:37,064 INFO    MainThread:249 [wandb_run.py:_config_callback():1403] config_cb None None {'acoustic_tokenizer_config': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_acoustic_tokenizer', 'channels': 1, 'corpus_normalize': 0.0, 'causal': True, 'vae_dim': 64, 'fix_std': 0.5, 'std_dist_type': 'gaussian', 'conv_norm': 'none', 'pad_mode': 'constant', 'layernorm_eps': 1e-05, 'disable_last_norm': True, 'layernorm': 'RMSNorm', 'layernorm_elementwise_affine': True, 'conv_bias': True, 'layer_scale_init_value': 1e-06, 'weight_init_value': 0.01, 'mixer_layer': 'depthwise_conv', 'encoder_n_filters': 32, 'encoder_ratios': [8, 5, 5, 4, 2, 2], 'encoder_depths': '3-3-3-3-3-3-8', 'decoder_ratios': [8, 5, 5, 4, 2, 2], 'decoder_n_filters': 32, 'decoder_depths': None}, 'semantic_tokenizer_config': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_semantic_tokenizer', 'channels': 1, 'corpus_normalize': 0.0, 'causal': True, 'vae_dim': 128, 'fix_std': 0, 'std_dist_type': 'none', 'conv_norm': 'none', 'pad_mode': 'constant', 'layernorm_eps': 1e-05, 'disable_last_norm': True, 'layernorm': 'RMSNorm', 'layernorm_elementwise_affine': True, 'conv_bias': True, 'layer_scale_init_value': 1e-06, 'weight_init_value': 0.01, 'mixer_layer': 'depthwise_conv', 'encoder_n_filters': 32, 'encoder_ratios': [8, 5, 5, 4, 2, 2], 'encoder_depths': '3-3-3-3-3-3-8'}, 'decoder_config': {'vocab_size': 151936, 'max_position_embeddings': 65536, 'hidden_size': 1536, 'intermediate_size': 8960, 'num_hidden_layers': 28, 'num_attention_heads': 12, 'use_sliding_window': False, 'sliding_window': None, 'max_window_layers': 28, 'num_key_value_heads': 2, 'hidden_act': 'silu', 'initializer_range': 0.02, 'rms_norm_eps': 1e-06, 'use_cache': True, 'rope_theta': 1000000.0, 'rope_scaling': None, 'attention_dropout': 0.0, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'qwen2'}, 'diffusion_head_config': {'hidden_size': 1536, 'head_layers': 4, 'head_ffn_ratio': 3.0, 'rms_norm_eps': 1e-05, 'latent_size': 64, 'speech_vae_dim': 64, 'prediction_type': 'v_prediction', 'diffusion_type': 'ddpm', 'ddpm_num_steps': 1000, 'ddpm_num_inference_steps': 20, 'ddpm_beta_schedule': 'cosine', 'ddpm_batch_mul': 4, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': None, 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': '', '_attn_implementation_autoset': False, 'model_type': 'vibevoice_diffusion_head'}, 'acoustic_vae_dim': 64, 'semantic_vae_dim': 128, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['VibeVoiceForConditionalGeneration'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'microsoft/VibeVoice-1.5B', '_attn_implementation_autoset': True, 'transformers_version': '4.51.3', 'model_type': 'vibevoice', 'output_dir': '/kaggle/working/', 'overwrite_output_dir': False, 'do_train': True, 'do_eval': False, 'do_predict': False, 'eval_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 1, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 12, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 5e-05, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 0.6, 'num_train_epochs': 5.0, 'max_steps': -1, 'lr_scheduler_type': 'cosine', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.06, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/Feb27_17-06-52_3ef0c900b82d', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 1450, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 100.0, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '/kaggle/working/', 'disable_tqdm': False, 'remove_unused_columns': False, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'tp_size': 0, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': '/kaggle/working/lor/VibeVoice-finetuning/checkpoint-3600', 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False, 'ddpm_batch_mul': 1, 'ce_loss_weight': 0.55, 'diffusion_loss_weight': 1.9, 'debug_ce_details': False, 'debug_ce_topk': 5, 'debug_ce_max_examples': 1, 'debug_ce_every_n_steps': 200, 'gradient_clipping': True, 'debug_save': False}
+2026-02-27 17:07:37,076 INFO    MainThread:249 [wandb_config.py:__setitem__():155] [no run ID] config set model/num_parameters = 2777881057 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7b7a36a2aa20>>
+2026-02-27 17:07:37,076 INFO    MainThread:249 [wandb_run.py:_config_callback():1403] config_cb model/num_parameters 2777881057 None
+2026-02-27 18:31:03,750 INFO    wandb-AsyncioManager-main:249 [service_client.py:_forward_responses():134] Reached EOF.
+2026-02-27 18:31:03,750 INFO    wandb-AsyncioManager-main:249 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles.
diff --git a/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/run-3ba45jda.wandb b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/run-3ba45jda.wandb
new file mode 100644
index 0000000000000000000000000000000000000000..3200feeddc1cc434c9dfc08958c2c76862ef457f
--- /dev/null
+++ b/VibeVoice-finetuning/wandb/run-20260227_170735-3ba45jda/run-3ba45jda.wandb
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d10c926803126b3d83bb11fb3e3eca46d10058da846aa081abd635e67c4dd23e
+size 18697815
diff --git a/checkpoint-410/lora/README.md b/checkpoint-410/lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..c1afcaf972b295a9ff10697d1e91429640dd447a
--- /dev/null
+++ b/checkpoint-410/lora/README.md
@@ -0,0 +1,202 @@
+---
+base_model: ''
+library_name: peft
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.7.1
\ No newline at end of file
diff --git a/checkpoint-410/lora/acoustic_connector/pytorch_model.bin b/checkpoint-410/lora/acoustic_connector/pytorch_model.bin
new file mode 100644
index 0000000000000000000000000000000000000000..d3e3b76dbadf75062c2fcf9b7c46bf426baa1428
--- /dev/null
+++ b/checkpoint-410/lora/acoustic_connector/pytorch_model.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b88dadd781938d55285c2239be35bbdd41c7c2e0f6b783c2d6a0f1b99505ba4
+size 4927259
diff --git a/checkpoint-410/lora/adapter_config.json b/checkpoint-410/lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..f709f3df87f1b039c4235c29adc222812e22cf7a
--- /dev/null
+++ b/checkpoint-410/lora/adapter_config.json
@@ -0,0 +1,31 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 128,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 64,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "k_proj",
+    "gate_proj",
+    "o_proj",
+    "v_proj",
+    "up_proj",
+    "down_proj",
+    "q_proj"
+  ],
+  "task_type": "CAUSAL_LM"
+}
\ No newline at end of file
diff --git a/checkpoint-410/lora/adapter_model.safetensors b/checkpoint-410/lora/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..9874b8341e46f283c5a3e93de8244fcdd4d66df7
--- /dev/null
+++ b/checkpoint-410/lora/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:889c3f7e1672c82a570bebe7f461038f9e2531131017a0c86b0117b0f8867e9b
+size 295486584
diff --git a/checkpoint-410/lora/diffusion_head/config.json b/checkpoint-410/lora/diffusion_head/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..365a68347c4c2ac8aa2977eb617d6c0fa1c5e0a7
--- /dev/null
+++ b/checkpoint-410/lora/diffusion_head/config.json
@@ -0,0 +1,20 @@
+{
+  "architectures": [
+    "VibeVoiceDiffusionHead"
+  ],
+  "ddpm_batch_mul": 4,
+  "ddpm_beta_schedule": "cosine",
+  "ddpm_num_inference_steps": 20,
+  "ddpm_num_steps": 1000,
+  "diffusion_type": "ddpm",
+  "head_ffn_ratio": 3.0,
+  "head_layers": 4,
+  "hidden_size": 1536,
+  "latent_size": 64,
+  "model_type": "vibevoice_diffusion_head",
+  "prediction_type": "v_prediction",
+  "rms_norm_eps": 1e-05,
+  "speech_vae_dim": 64,
+  "torch_dtype": "float32",
+  "transformers_version": "4.51.3"
+}
diff --git a/checkpoint-410/lora/diffusion_head/diffusion_head_full.bin b/checkpoint-410/lora/diffusion_head/diffusion_head_full.bin
new file mode 100644
index 0000000000000000000000000000000000000000..c82fa3e7fe5c5f5ec3e4a23d4ef6ecdb571b0202
--- /dev/null
+++ b/checkpoint-410/lora/diffusion_head/diffusion_head_full.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0544db21effed36a2bc56aceedea6847cbeed3d170589160b81688803da1b536
+size 493128917
diff --git a/checkpoint-410/lora/diffusion_head/model.safetensors b/checkpoint-410/lora/diffusion_head/model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..adfe25f3ed60fd652d400b0f3366b8b9f1cf9c23
--- /dev/null
+++ b/checkpoint-410/lora/diffusion_head/model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1585d46e151df33e371dcf4589b99f35d867c50317bb03b2257c961c8b63fe1e
+size 493120120
diff --git a/checkpoint-410/lora/diffusion_head_full.bin b/checkpoint-410/lora/diffusion_head_full.bin
new file mode 100644
index 0000000000000000000000000000000000000000..c82fa3e7fe5c5f5ec3e4a23d4ef6ecdb571b0202
--- /dev/null
+++ b/checkpoint-410/lora/diffusion_head_full.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0544db21effed36a2bc56aceedea6847cbeed3d170589160b81688803da1b536
+size 493128917
diff --git a/checkpoint-410/lora/semantic_connector/pytorch_model.bin b/checkpoint-410/lora/semantic_connector/pytorch_model.bin
new file mode 100644
index 0000000000000000000000000000000000000000..111a9e20d39bec491a93537da82f8bf9d5f36a65
--- /dev/null
+++ b/checkpoint-410/lora/semantic_connector/pytorch_model.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abf1e11c63eab8288c5fb88c1dff0f4a771ae717fcc318a261bde35af562a653
+size 5123867
diff --git a/checkpoint-410/optimizer.pt b/checkpoint-410/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..82b6f2afcca9b0f141a713149c7b5e8c77bf317b
--- /dev/null
+++ b/checkpoint-410/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9e5133dd5b0bb16c64753e29885489c97dc51c4d8d8813e147d0081c1aa3210
+size 1577460553
diff --git a/checkpoint-410/rng_state.pth b/checkpoint-410/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b60681bcd54dd4c518657d5fe3eea23e2fad51a0
--- /dev/null
+++ b/checkpoint-410/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03be43d6aa031ed92238c92ba30834387bddc22aafc3604e9dcd6a237a836dfc
+size 14645
diff --git a/checkpoint-410/scaler.pt b/checkpoint-410/scaler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2cb133245dbcfc12422fefb41518f981f0b72fcb
--- /dev/null
+++ b/checkpoint-410/scaler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac6ad17c6a8c86030146e63684fda11ce325d6fb30293c0d06ad21be0385527f
+size 1383
diff --git a/checkpoint-410/scheduler.pt b/checkpoint-410/scheduler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fb9f389a34ce44ec7b6cef1dd84a41514f874065
--- /dev/null
+++ b/checkpoint-410/scheduler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c55eab160f4eca6db54edf860b796eabf9bbaf1d8503e8a3ff47c820af7625c3
+size 1465
diff --git a/checkpoint-410/trainer_state.json b/checkpoint-410/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..c15e0677b19ad86fb38ff8488fb26d50ba2bdaaf
--- /dev/null
+++ b/checkpoint-410/trainer_state.json
@@ -0,0 +1,93497 @@
+{
+  "best_global_step": null,
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 4.943548387096774,
+  "eval_steps": 100.0,
+  "global_step": 410,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 1.2159013748168945,
+      "train/diffusion_loss": 0.534344494342804
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 1.6355905532836914,
+      "train/diffusion_loss": 0.4876631498336792
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 1.6463569402694702,
+      "train/diffusion_loss": 0.5550796389579773
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 1.7546074390411377,
+      "train/diffusion_loss": 0.5712814331054688
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 1.5692304372787476,
+      "train/diffusion_loss": 0.5153524279594421
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 1.28242826461792,
+      "train/diffusion_loss": 0.492874413728714
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 2.0418860912323,
+      "train/diffusion_loss": 0.4909185469150543
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 1.0621129274368286,
+      "train/diffusion_loss": 0.48173174262046814
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 1.4449366331100464,
+      "train/diffusion_loss": 0.5248724818229675
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 1.541914463043213,
+      "train/diffusion_loss": 0.49838587641716003
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 1.702514410018921,
+      "train/diffusion_loss": 0.5214475393295288
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 0,
+      "step": 0
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/ce_loss": 1.6836961507797241,
+      "train/diffusion_loss": 0.5197704434394836
+    },
+    {
+      "epoch": 0,
+      "step": 0,
+      "train/learning_rate_real": 0.0
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 1.2308838367462158,
+      "train/diffusion_loss": 0.48164162039756775
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 1.8580448627471924,
+      "train/diffusion_loss": 0.5609411597251892
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 1.4344643354415894,
+      "train/diffusion_loss": 0.5091163516044617
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 225.0,
+      "debug/num_lat_total": 408.0,
+      "debug/num_tok_loss": 225.0,
+      "debug/num_tok_total": 408.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 1.8540090322494507,
+      "train/diffusion_loss": 0.48489251732826233
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 2.0736746788024902,
+      "train/diffusion_loss": 0.5317901372909546
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 1.7170791625976562,
+      "train/diffusion_loss": 0.49325937032699585
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 1.3271435499191284,
+      "train/diffusion_loss": 0.4445173442363739
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 1.5723093748092651,
+      "train/diffusion_loss": 0.5070239305496216
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 1.7860535383224487,
+      "train/diffusion_loss": 0.5130157470703125
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 1.4147813320159912,
+      "train/diffusion_loss": 0.49483999609947205
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 1.3108487129211426,
+      "train/diffusion_loss": 0.4799184799194336
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 0.012096774193548387,
+      "step": 1
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/ce_loss": 1.879812479019165,
+      "train/diffusion_loss": 0.5490599870681763
+    },
+    {
+      "epoch": 0.012096774193548387,
+      "step": 1,
+      "train/learning_rate_real": 2.0000000000000003e-06
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 1.3317283391952515,
+      "train/diffusion_loss": 0.5222371220588684
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 1.708537220954895,
+      "train/diffusion_loss": 0.5146914720535278
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 1.8027907609939575,
+      "train/diffusion_loss": 0.5500215888023376
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 1.339302897453308,
+      "train/diffusion_loss": 0.5287600755691528
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 1.4027069807052612,
+      "train/diffusion_loss": 0.5365809202194214
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 1.7745630741119385,
+      "train/diffusion_loss": 0.5309811234474182
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 2.0054750442504883,
+      "train/diffusion_loss": 0.5388142466545105
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 1.4899475574493408,
+      "train/diffusion_loss": 0.47978344559669495
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 1.7058188915252686,
+      "train/diffusion_loss": 0.456570029258728
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 281.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 281.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 1.8882863521575928,
+      "train/diffusion_loss": 0.5137397050857544
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 1.9750677347183228,
+      "train/diffusion_loss": 0.47910982370376587
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 0.024193548387096774,
+      "step": 2
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/ce_loss": 1.529861330986023,
+      "train/diffusion_loss": 0.5415688753128052
+    },
+    {
+      "epoch": 0.024193548387096774,
+      "step": 2,
+      "train/learning_rate_real": 4.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 1.045660376548767,
+      "train/diffusion_loss": 0.4778241217136383
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 1.1839646100997925,
+      "train/diffusion_loss": 0.5013038516044617
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 366.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 366.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 2.266202688217163,
+      "train/diffusion_loss": 0.5031880140304565
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 1.1927238702774048,
+      "train/diffusion_loss": 0.49257659912109375
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 1.4181684255599976,
+      "train/diffusion_loss": 0.4668368399143219
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 1.7990626096725464,
+      "train/diffusion_loss": 0.47005414962768555
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 281.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 281.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 1.2884044647216797,
+      "train/diffusion_loss": 0.4845367670059204
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 1.932094693183899,
+      "train/diffusion_loss": 0.5092846155166626
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 1.0373615026474,
+      "train/diffusion_loss": 0.4932684302330017
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 1.8849070072174072,
+      "train/diffusion_loss": 0.5545516014099121
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 368.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 368.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 1.8587439060211182,
+      "train/diffusion_loss": 0.5177977085113525
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.036290322580645164,
+      "step": 3
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/ce_loss": 1.5600345134735107,
+      "train/diffusion_loss": 0.546188473701477
+    },
+    {
+      "epoch": 0.036290322580645164,
+      "step": 3,
+      "train/learning_rate_real": 6e-06
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 1.2837008237838745,
+      "train/diffusion_loss": 0.4800918698310852
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 1.3950355052947998,
+      "train/diffusion_loss": 0.4630555808544159
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 1.0862128734588623,
+      "train/diffusion_loss": 0.503768265247345
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 2.0726916790008545,
+      "train/diffusion_loss": 0.4728275239467621
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 1.7105205059051514,
+      "train/diffusion_loss": 0.5305033326148987
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 1.4500064849853516,
+      "train/diffusion_loss": 0.5549548268318176
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 1.5150485038757324,
+      "train/diffusion_loss": 0.4653439223766327
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 380.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 380.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 1.7237474918365479,
+      "train/diffusion_loss": 0.5108931660652161
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 1.5278373956680298,
+      "train/diffusion_loss": 0.5226168036460876
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 1.206993818283081,
+      "train/diffusion_loss": 0.4183230400085449
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 1.2387949228286743,
+      "train/diffusion_loss": 0.4350939989089966
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 0.04838709677419355,
+      "step": 4
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/ce_loss": 1.8210980892181396,
+      "train/diffusion_loss": 0.5354514718055725
+    },
+    {
+      "epoch": 0.04838709677419355,
+      "step": 4,
+      "train/learning_rate_real": 8.000000000000001e-06
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 1.1825343370437622,
+      "train/diffusion_loss": 0.5860030651092529
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 2.0811610221862793,
+      "train/diffusion_loss": 0.49010616540908813
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 76.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 76.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 1.1103543043136597,
+      "train/diffusion_loss": 0.4408411383628845
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 2.568854331970215,
+      "train/diffusion_loss": 0.6067478656768799
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 1.2080732583999634,
+      "train/diffusion_loss": 0.45136311650276184
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 1.6147823333740234,
+      "train/diffusion_loss": 0.5097847580909729
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 1.47881281375885,
+      "train/diffusion_loss": 0.46218329668045044
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 1.958285927772522,
+      "train/diffusion_loss": 0.5765277147293091
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 1.6467877626419067,
+      "train/diffusion_loss": 0.49739569425582886
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 224.0,
+      "debug/num_lat_total": 385.0,
+      "debug/num_tok_loss": 224.0,
+      "debug/num_tok_total": 385.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 1.7348132133483887,
+      "train/diffusion_loss": 0.5328709483146667
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 2.033586263656616,
+      "train/diffusion_loss": 0.5025032162666321
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 0.06048387096774194,
+      "step": 5
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/ce_loss": 2.1790578365325928,
+      "train/diffusion_loss": 0.5946399569511414
+    },
+    {
+      "epoch": 0.06048387096774194,
+      "step": 5,
+      "train/learning_rate_real": 1e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 1.6009182929992676,
+      "train/diffusion_loss": 0.549370527267456
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 1.0101038217544556,
+      "train/diffusion_loss": 0.4624626040458679
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 2.193410873413086,
+      "train/diffusion_loss": 0.5481541156768799
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 1.5106014013290405,
+      "train/diffusion_loss": 0.5112647414207458
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 1.6369696855545044,
+      "train/diffusion_loss": 0.5237395167350769
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 1.617302656173706,
+      "train/diffusion_loss": 0.5679803490638733
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 1.6973357200622559,
+      "train/diffusion_loss": 0.4618174731731415
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 1.6737459897994995,
+      "train/diffusion_loss": 0.5765525698661804
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 64.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 64.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 1.2859710454940796,
+      "train/diffusion_loss": 0.47306525707244873
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 1.270577073097229,
+      "train/diffusion_loss": 0.48669183254241943
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 1.3049921989440918,
+      "train/diffusion_loss": 0.5457574725151062
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 0.07258064516129033,
+      "step": 6
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/ce_loss": 1.150972843170166,
+      "train/diffusion_loss": 0.46883752942085266
+    },
+    {
+      "epoch": 0.07258064516129033,
+      "step": 6,
+      "train/learning_rate_real": 1.2e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 1.9115016460418701,
+      "train/diffusion_loss": 0.5491470098495483
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 1.745099663734436,
+      "train/diffusion_loss": 0.5688074231147766
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 1.6270831823349,
+      "train/diffusion_loss": 0.5126819014549255
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 1.2945207357406616,
+      "train/diffusion_loss": 0.48111259937286377
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 1.384681224822998,
+      "train/diffusion_loss": 0.521271824836731
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 1.8585232496261597,
+      "train/diffusion_loss": 0.5544650554656982
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 1.9853910207748413,
+      "train/diffusion_loss": 0.5097904205322266
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 1.666566014289856,
+      "train/diffusion_loss": 0.5474253296852112
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 1.6427401304244995,
+      "train/diffusion_loss": 0.5039005279541016
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 85.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 85.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 0.938772439956665,
+      "train/diffusion_loss": 0.41843244433403015
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 1.7365092039108276,
+      "train/diffusion_loss": 0.5545981526374817
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 0.0846774193548387,
+      "step": 7
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/ce_loss": 1.5110810995101929,
+      "train/diffusion_loss": 0.5952650904655457
+    },
+    {
+      "epoch": 0.0846774193548387,
+      "step": 7,
+      "train/learning_rate_real": 1.4000000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 165.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 165.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.5742546319961548,
+      "train/diffusion_loss": 0.4842444658279419
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.5357240438461304,
+      "train/diffusion_loss": 0.5023616552352905
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.010481357574463,
+      "train/diffusion_loss": 0.5536726713180542
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.1257851123809814,
+      "train/diffusion_loss": 0.4949842393398285
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.3114956617355347,
+      "train/diffusion_loss": 0.5054099559783936
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 218.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 218.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.6602591276168823,
+      "train/diffusion_loss": 0.49850183725357056
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.70232093334198,
+      "train/diffusion_loss": 0.5072469115257263
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.5430448055267334,
+      "train/diffusion_loss": 0.4769669473171234
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.1545556783676147,
+      "train/diffusion_loss": 0.429878830909729
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.6493526697158813,
+      "train/diffusion_loss": 0.46994641423225403
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.339532494544983,
+      "train/diffusion_loss": 0.4737199544906616
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 0.0967741935483871,
+      "step": 8
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/ce_loss": 1.5784635543823242,
+      "train/diffusion_loss": 0.5017810463905334
+    },
+    {
+      "epoch": 0.0967741935483871,
+      "step": 8,
+      "train/learning_rate_real": 1.6000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.4304567575454712,
+      "train/diffusion_loss": 0.482575923204422
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.8494549989700317,
+      "train/diffusion_loss": 0.46487176418304443
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "debug/num_lat_loss": 55.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 55.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.0353128910064697,
+      "train/diffusion_loss": 0.45570024847984314
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.7882472276687622,
+      "train/diffusion_loss": 0.5468422174453735
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.51300048828125,
+      "train/diffusion_loss": 0.5454577207565308
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.7867730855941772,
+      "train/diffusion_loss": 0.5144624710083008
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.408876657485962,
+      "train/diffusion_loss": 0.5189740061759949
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.4459333419799805,
+      "train/diffusion_loss": 0.5643474459648132
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.5550733804702759,
+      "train/diffusion_loss": 0.48382294178009033
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.4332400560379028,
+      "train/diffusion_loss": 0.5387429594993591
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.9346041679382324,
+      "train/diffusion_loss": 0.520298421382904
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 0.10887096774193548,
+      "step": 9
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/ce_loss": 1.9161710739135742,
+      "train/diffusion_loss": 0.5518779158592224
+    },
+    {
+      "epoch": 0.10887096774193548,
+      "step": 9,
+      "train/learning_rate_real": 1.8e-05
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "grad_norm": 32.74742126464844,
+      "learning_rate": 1.8e-05,
+      "loss": 22.0092,
+      "step": 10
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.3422281742095947,
+      "train/diffusion_loss": 0.4703581631183624
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 58.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 58.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.13525390625,
+      "train/diffusion_loss": 0.5110474824905396
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 72.0,
+      "debug/num_lat_total": 216.0,
+      "debug/num_tok_loss": 72.0,
+      "debug/num_tok_total": 216.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.1259095668792725,
+      "train/diffusion_loss": 0.40342023968696594
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.6687473058700562,
+      "train/diffusion_loss": 0.4933984875679016
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 79.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 79.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.3415931463241577,
+      "train/diffusion_loss": 0.4780627489089966
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.5852024555206299,
+      "train/diffusion_loss": 0.5242303013801575
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.2090976238250732,
+      "train/diffusion_loss": 0.5342970490455627
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.0054564476013184,
+      "train/diffusion_loss": 0.46360471844673157
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.5958051681518555,
+      "train/diffusion_loss": 0.5584638118743896
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.821424961090088,
+      "train/diffusion_loss": 0.5199919939041138
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.919484257698059,
+      "train/diffusion_loss": 0.5777717232704163
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 0.12096774193548387,
+      "step": 10
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/ce_loss": 1.513418436050415,
+      "train/diffusion_loss": 0.48686864972114563
+    },
+    {
+      "epoch": 0.12096774193548387,
+      "step": 10,
+      "train/learning_rate_real": 2e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.6996657848358154,
+      "train/diffusion_loss": 0.5316060185432434
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.4402704238891602,
+      "train/diffusion_loss": 0.5874165892601013
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.2714953422546387,
+      "train/diffusion_loss": 0.6249454021453857
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.75950026512146,
+      "train/diffusion_loss": 0.46050000190734863
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.6350455284118652,
+      "train/diffusion_loss": 0.5030778050422668
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.4002150297164917,
+      "train/diffusion_loss": 0.5175049304962158
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.6188613176345825,
+      "train/diffusion_loss": 0.49526214599609375
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.4227843284606934,
+      "train/diffusion_loss": 0.526733934879303
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 192.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 192.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.507007360458374,
+      "train/diffusion_loss": 0.5156981348991394
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.854994297027588,
+      "train/diffusion_loss": 0.5610441565513611
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.198383092880249,
+      "train/diffusion_loss": 0.625976026058197
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 0.13306451612903225,
+      "step": 11
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/ce_loss": 1.1970014572143555,
+      "train/diffusion_loss": 0.5135592222213745
+    },
+    {
+      "epoch": 0.13306451612903225,
+      "step": 11,
+      "train/learning_rate_real": 2.2000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 1.584749698638916,
+      "train/diffusion_loss": 0.5717507600784302
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 1.7355295419692993,
+      "train/diffusion_loss": 0.52321857213974
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 1.763344645500183,
+      "train/diffusion_loss": 0.6146196722984314
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 176.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 176.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 1.6706782579421997,
+      "train/diffusion_loss": 0.5166100859642029
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 1.3863056898117065,
+      "train/diffusion_loss": 0.5380566120147705
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 368.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 368.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 2.018892526626587,
+      "train/diffusion_loss": 0.4986953139305115
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 1.8001341819763184,
+      "train/diffusion_loss": 0.4798383414745331
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 1.611000657081604,
+      "train/diffusion_loss": 0.5355508923530579
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 191.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 191.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 1.33023202419281,
+      "train/diffusion_loss": 0.47953084111213684
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 67.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 67.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 0.8892547488212585,
+      "train/diffusion_loss": 0.6140903830528259
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 59.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 59.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 0.906266450881958,
+      "train/diffusion_loss": 0.4750371277332306
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 0.14516129032258066,
+      "step": 12
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/ce_loss": 1.5127899646759033,
+      "train/diffusion_loss": 0.4935429096221924
+    },
+    {
+      "epoch": 0.14516129032258066,
+      "step": 12,
+      "train/learning_rate_real": 2.4e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 2.3765416145324707,
+      "train/diffusion_loss": 0.5834006667137146
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 1.8709534406661987,
+      "train/diffusion_loss": 0.486049622297287
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 0.9854846000671387,
+      "train/diffusion_loss": 0.4410821795463562
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 1.1818464994430542,
+      "train/diffusion_loss": 0.4763104319572449
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 1.3088558912277222,
+      "train/diffusion_loss": 0.5089583992958069
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 1.3086044788360596,
+      "train/diffusion_loss": 0.5779187083244324
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 1.4972460269927979,
+      "train/diffusion_loss": 0.5009607076644897
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 1.5991544723510742,
+      "train/diffusion_loss": 0.5068444013595581
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 1.767505168914795,
+      "train/diffusion_loss": 0.492247998714447
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 1.0854400396347046,
+      "train/diffusion_loss": 0.46649816632270813
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 1.617893099784851,
+      "train/diffusion_loss": 0.4871039390563965
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 193.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 193.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 0.15725806451612903,
+      "step": 13
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/ce_loss": 1.6924288272857666,
+      "train/diffusion_loss": 0.5297959446907043
+    },
+    {
+      "epoch": 0.15725806451612903,
+      "step": 13,
+      "train/learning_rate_real": 2.6000000000000002e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 1.8919950723648071,
+      "train/diffusion_loss": 0.538240909576416
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 1.2078365087509155,
+      "train/diffusion_loss": 0.47803932428359985
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 1.3901914358139038,
+      "train/diffusion_loss": 0.5225545763969421
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 1.5731014013290405,
+      "train/diffusion_loss": 0.548017680644989
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 1.474074125289917,
+      "train/diffusion_loss": 0.53962641954422
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 249.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 249.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 1.5054571628570557,
+      "train/diffusion_loss": 0.5252149105072021
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 1.576078176498413,
+      "train/diffusion_loss": 0.5327440500259399
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 1.5723594427108765,
+      "train/diffusion_loss": 0.6427038311958313
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 1.5661689043045044,
+      "train/diffusion_loss": 0.5838708877563477
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 2.096273422241211,
+      "train/diffusion_loss": 0.6107149124145508
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 1.368299961090088,
+      "train/diffusion_loss": 0.5663528442382812
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 0.1693548387096774,
+      "step": 14
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/ce_loss": 1.6843681335449219,
+      "train/diffusion_loss": 0.5808473825454712
+    },
+    {
+      "epoch": 0.1693548387096774,
+      "step": 14,
+      "train/learning_rate_real": 2.8000000000000003e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 1.3777844905853271,
+      "train/diffusion_loss": 0.56837397813797
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 1.4222484827041626,
+      "train/diffusion_loss": 0.4942874312400818
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 1.753099799156189,
+      "train/diffusion_loss": 0.48907771706581116
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 154.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 154.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 1.927582025527954,
+      "train/diffusion_loss": 0.5720367431640625
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 176.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 176.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 1.1125288009643555,
+      "train/diffusion_loss": 0.4553714096546173
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 2.224320650100708,
+      "train/diffusion_loss": 0.502353310585022
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 2.289306640625,
+      "train/diffusion_loss": 0.581839382648468
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 1.2556947469711304,
+      "train/diffusion_loss": 0.482124924659729
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 1.8321993350982666,
+      "train/diffusion_loss": 0.5684433579444885
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 0.6090909838676453,
+      "train/diffusion_loss": 0.43226125836372375
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 216.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 216.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 1.462669014930725,
+      "train/diffusion_loss": 0.49909400939941406
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 0.1814516129032258,
+      "step": 15
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/ce_loss": 1.451462745666504,
+      "train/diffusion_loss": 0.5081735849380493
+    },
+    {
+      "epoch": 0.1814516129032258,
+      "step": 15,
+      "train/learning_rate_real": 3e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.431675910949707,
+      "train/diffusion_loss": 0.5552269220352173
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.5919920206069946,
+      "train/diffusion_loss": 0.5521471500396729
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.3269208669662476,
+      "train/diffusion_loss": 0.5389664173126221
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.3570324182510376,
+      "train/diffusion_loss": 0.46735408902168274
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.5073341131210327,
+      "train/diffusion_loss": 0.48097583651542664
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.6688108444213867,
+      "train/diffusion_loss": 0.5150848031044006
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.4065433740615845,
+      "train/diffusion_loss": 0.5356536507606506
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.8680181503295898,
+      "train/diffusion_loss": 0.536423921585083
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.7675832509994507,
+      "train/diffusion_loss": 0.5109376311302185
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.711742639541626,
+      "train/diffusion_loss": 0.5487955212593079
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.985173225402832,
+      "train/diffusion_loss": 0.5144936442375183
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 0.1935483870967742,
+      "step": 16
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/ce_loss": 1.223097562789917,
+      "train/diffusion_loss": 0.47884422540664673
+    },
+    {
+      "epoch": 0.1935483870967742,
+      "step": 16,
+      "train/learning_rate_real": 3.2000000000000005e-05
+    },
+    {
+      "debug/num_lat_loss": 195.0,
+      "debug/num_lat_total": 389.0,
+      "debug/num_tok_loss": 195.0,
+      "debug/num_tok_total": 389.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 2.019064426422119,
+      "train/diffusion_loss": 0.5039392709732056
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 1.4891692399978638,
+      "train/diffusion_loss": 0.49900853633880615
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 184.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 184.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 2.057108163833618,
+      "train/diffusion_loss": 0.5543221235275269
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 1.4529657363891602,
+      "train/diffusion_loss": 0.5378057360649109
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 1.5484672784805298,
+      "train/diffusion_loss": 0.5546127557754517
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 1.5417782068252563,
+      "train/diffusion_loss": 0.47767195105552673
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 1.711037039756775,
+      "train/diffusion_loss": 0.5429002046585083
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 1.072967290878296,
+      "train/diffusion_loss": 0.46876782178878784
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 1.581303596496582,
+      "train/diffusion_loss": 0.5258888602256775
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 1.5661587715148926,
+      "train/diffusion_loss": 0.45808839797973633
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 1.9039020538330078,
+      "train/diffusion_loss": 0.44516217708587646
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 0.2056451612903226,
+      "step": 17
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/ce_loss": 1.9871846437454224,
+      "train/diffusion_loss": 0.5602233409881592
+    },
+    {
+      "epoch": 0.2056451612903226,
+      "step": 17,
+      "train/learning_rate_real": 3.4000000000000007e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.5802958011627197,
+      "train/diffusion_loss": 0.6343697905540466
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 226.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 226.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.7840684652328491,
+      "train/diffusion_loss": 0.5625932812690735
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.44023597240448,
+      "train/diffusion_loss": 0.47340989112854004
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.69467294216156,
+      "train/diffusion_loss": 0.5856098532676697
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.307665467262268,
+      "train/diffusion_loss": 0.468377023935318
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.3794276714324951,
+      "train/diffusion_loss": 0.509473979473114
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.3379967212677002,
+      "train/diffusion_loss": 0.5011507868766785
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.7750041484832764,
+      "train/diffusion_loss": 0.527692437171936
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.8113517761230469,
+      "train/diffusion_loss": 0.5174838304519653
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.3557361364364624,
+      "train/diffusion_loss": 0.5066012144088745
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.4298428297042847,
+      "train/diffusion_loss": 0.5055025219917297
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 0.21774193548387097,
+      "step": 18
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/ce_loss": 1.2318761348724365,
+      "train/diffusion_loss": 0.5277951955795288
+    },
+    {
+      "epoch": 0.21774193548387097,
+      "step": 18,
+      "train/learning_rate_real": 3.6e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 1.3318535089492798,
+      "train/diffusion_loss": 0.5119333863258362
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 0.9330870509147644,
+      "train/diffusion_loss": 0.41126811504364014
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 1.4285393953323364,
+      "train/diffusion_loss": 0.5160002708435059
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 1.9263688325881958,
+      "train/diffusion_loss": 0.5303540229797363
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 1.526397943496704,
+      "train/diffusion_loss": 0.5353172421455383
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 1.489416480064392,
+      "train/diffusion_loss": 0.534290075302124
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "debug/num_lat_loss": 202.0,
+      "debug/num_lat_total": 385.0,
+      "debug/num_tok_loss": 202.0,
+      "debug/num_tok_total": 385.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 1.7681376934051514,
+      "train/diffusion_loss": 0.5681394934654236
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 1.7237358093261719,
+      "train/diffusion_loss": 0.5425461530685425
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 1.5675102472305298,
+      "train/diffusion_loss": 0.4708860218524933
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 1.8774921894073486,
+      "train/diffusion_loss": 0.5001473426818848
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "debug/num_lat_loss": 76.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 76.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 0.9260239005088806,
+      "train/diffusion_loss": 0.4527958333492279
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 0.22983870967741934,
+      "step": 19
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/ce_loss": 1.7707105875015259,
+      "train/diffusion_loss": 0.545332670211792
+    },
+    {
+      "epoch": 0.22983870967741934,
+      "step": 19,
+      "train/learning_rate_real": 3.8e-05
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "grad_norm": 22.9029598236084,
+      "learning_rate": 3.8e-05,
+      "loss": 22.0277,
+      "step": 20
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 1.4300909042358398,
+      "train/diffusion_loss": 0.4125123620033264
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 200.0,
+      "debug/num_lat_total": 378.0,
+      "debug/num_tok_loss": 200.0,
+      "debug/num_tok_total": 378.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 2.3052632808685303,
+      "train/diffusion_loss": 0.5298752188682556
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 1.2455062866210938,
+      "train/diffusion_loss": 0.4979346692562103
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 1.5986751317977905,
+      "train/diffusion_loss": 0.5072259902954102
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 1.2343121767044067,
+      "train/diffusion_loss": 0.5101438164710999
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 1.4340543746948242,
+      "train/diffusion_loss": 0.4896236062049866
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 1.901815414428711,
+      "train/diffusion_loss": 0.5914729833602905
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 1.6882567405700684,
+      "train/diffusion_loss": 0.47211864590644836
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 1.484799861907959,
+      "train/diffusion_loss": 0.47777462005615234
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 1.9367303848266602,
+      "train/diffusion_loss": 0.5355131030082703
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 1.7183302640914917,
+      "train/diffusion_loss": 0.5436856150627136
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 0.24193548387096775,
+      "step": 20
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/ce_loss": 1.7165607213974,
+      "train/diffusion_loss": 0.5905765891075134
+    },
+    {
+      "epoch": 0.24193548387096775,
+      "step": 20,
+      "train/learning_rate_real": 4e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.765955924987793,
+      "train/diffusion_loss": 0.5598629117012024
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.3174551725387573,
+      "train/diffusion_loss": 0.46038779616355896
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.6610115766525269,
+      "train/diffusion_loss": 0.5249420404434204
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.4865384101867676,
+      "train/diffusion_loss": 0.5045275688171387
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.0763537883758545,
+      "train/diffusion_loss": 0.587852954864502
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.7855056524276733,
+      "train/diffusion_loss": 0.48538073897361755
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.1633254289627075,
+      "train/diffusion_loss": 0.6009360551834106
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.4163159132003784,
+      "train/diffusion_loss": 0.4533812701702118
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.1895737648010254,
+      "train/diffusion_loss": 0.5483049750328064
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.610605001449585,
+      "train/diffusion_loss": 0.5903744697570801
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.5166290998458862,
+      "train/diffusion_loss": 0.5630147457122803
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 0.2540322580645161,
+      "step": 21
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/ce_loss": 1.271757960319519,
+      "train/diffusion_loss": 0.5874738097190857
+    },
+    {
+      "epoch": 0.2540322580645161,
+      "step": 21,
+      "train/learning_rate_real": 4.2e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 1.4731398820877075,
+      "train/diffusion_loss": 0.5581469535827637
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 1.1981465816497803,
+      "train/diffusion_loss": 0.5061855316162109
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 1.913015604019165,
+      "train/diffusion_loss": 0.5109308958053589
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 330.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 330.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 1.4492664337158203,
+      "train/diffusion_loss": 0.5064650177955627
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 1.7209837436676025,
+      "train/diffusion_loss": 0.5110929012298584
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 1.1605855226516724,
+      "train/diffusion_loss": 0.5910948514938354
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 1.726800560951233,
+      "train/diffusion_loss": 0.5115271210670471
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 1.5468806028366089,
+      "train/diffusion_loss": 0.5495035648345947
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 1.5979022979736328,
+      "train/diffusion_loss": 0.45116522908210754
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 2.039566993713379,
+      "train/diffusion_loss": 0.5720247030258179
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 1.6685187816619873,
+      "train/diffusion_loss": 0.4895273447036743
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 201.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 201.0,
+      "epoch": 0.2661290322580645,
+      "step": 22
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/ce_loss": 1.4497721195220947,
+      "train/diffusion_loss": 0.4977564215660095
+    },
+    {
+      "epoch": 0.2661290322580645,
+      "step": 22,
+      "train/learning_rate_real": 4.4000000000000006e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 1.7164201736450195,
+      "train/diffusion_loss": 0.5147647261619568
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 0.9652702808380127,
+      "train/diffusion_loss": 0.43923890590667725
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 1.1854294538497925,
+      "train/diffusion_loss": 0.5492637157440186
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 1.4790951013565063,
+      "train/diffusion_loss": 0.5396244525909424
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 1.699210286140442,
+      "train/diffusion_loss": 0.5165083408355713
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 1.9291210174560547,
+      "train/diffusion_loss": 0.5428508520126343
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 1.579224705696106,
+      "train/diffusion_loss": 0.5451058149337769
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 1.000207781791687,
+      "train/diffusion_loss": 0.48247864842414856
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 1.2518768310546875,
+      "train/diffusion_loss": 0.5077304840087891
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 1.7318183183670044,
+      "train/diffusion_loss": 0.5646331310272217
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 1.4298614263534546,
+      "train/diffusion_loss": 0.5972636938095093
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 0.2782258064516129,
+      "step": 23
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/ce_loss": 1.1448529958724976,
+      "train/diffusion_loss": 0.477750301361084
+    },
+    {
+      "epoch": 0.2782258064516129,
+      "step": 23,
+      "train/learning_rate_real": 4.600000000000001e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 1.6618037223815918,
+      "train/diffusion_loss": 0.5030251741409302
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 1.1812963485717773,
+      "train/diffusion_loss": 0.4774635136127472
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 175.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 175.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 1.261014461517334,
+      "train/diffusion_loss": 0.4779774844646454
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 1.133402705192566,
+      "train/diffusion_loss": 0.4213135838508606
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 230.0,
+      "debug/num_lat_total": 426.0,
+      "debug/num_tok_loss": 230.0,
+      "debug/num_tok_total": 426.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 1.9282299280166626,
+      "train/diffusion_loss": 0.5840633511543274
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 1.186185359954834,
+      "train/diffusion_loss": 0.4447353184223175
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 1.639187216758728,
+      "train/diffusion_loss": 0.5295913815498352
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 227.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 227.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 1.4236394166946411,
+      "train/diffusion_loss": 0.49098101258277893
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 211.0,
+      "debug/num_lat_total": 389.0,
+      "debug/num_tok_loss": 211.0,
+      "debug/num_tok_total": 389.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 2.01481032371521,
+      "train/diffusion_loss": 0.504743218421936
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 1.5226871967315674,
+      "train/diffusion_loss": 0.5162404775619507
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 1.5265754461288452,
+      "train/diffusion_loss": 0.479535847902298
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 359.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 359.0,
+      "epoch": 0.2903225806451613,
+      "step": 24
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/ce_loss": 1.6176116466522217,
+      "train/diffusion_loss": 0.4812347888946533
+    },
+    {
+      "epoch": 0.2903225806451613,
+      "step": 24,
+      "train/learning_rate_real": 4.8e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 1.1648671627044678,
+      "train/diffusion_loss": 0.5202125310897827
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 154.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 154.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 1.3636194467544556,
+      "train/diffusion_loss": 0.5217136740684509
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 1.1960042715072632,
+      "train/diffusion_loss": 0.5191136002540588
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 1.8109220266342163,
+      "train/diffusion_loss": 0.5988072156906128
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 57.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 57.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 0.7366335988044739,
+      "train/diffusion_loss": 0.5176827907562256
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 187.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 187.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 1.5728716850280762,
+      "train/diffusion_loss": 0.5620849132537842
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 187.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 187.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 1.0323374271392822,
+      "train/diffusion_loss": 0.47934776544570923
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 0.9423487186431885,
+      "train/diffusion_loss": 0.41018185019493103
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 1.0938929319381714,
+      "train/diffusion_loss": 0.5269038677215576
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 1.6029460430145264,
+      "train/diffusion_loss": 0.5565346479415894
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 1.1877501010894775,
+      "train/diffusion_loss": 0.5454908609390259
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 0.3024193548387097,
+      "step": 25
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/ce_loss": 1.747434139251709,
+      "train/diffusion_loss": 0.5176015496253967
+    },
+    {
+      "epoch": 0.3024193548387097,
+      "step": 25,
+      "train/learning_rate_real": 5e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 1.987564206123352,
+      "train/diffusion_loss": 0.5545963644981384
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 1.2873557806015015,
+      "train/diffusion_loss": 0.4533805251121521
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 222.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 222.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 2.244119167327881,
+      "train/diffusion_loss": 0.5890169143676758
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 1.3778289556503296,
+      "train/diffusion_loss": 0.5773229598999023
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 0.9509525895118713,
+      "train/diffusion_loss": 0.4488849937915802
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 1.51239812374115,
+      "train/diffusion_loss": 0.5358805656433105
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 1.4612812995910645,
+      "train/diffusion_loss": 0.5860646963119507
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 1.6666419506072998,
+      "train/diffusion_loss": 0.5198155045509338
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 1.9268661737442017,
+      "train/diffusion_loss": 0.5082998871803284
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 1.1987793445587158,
+      "train/diffusion_loss": 0.4807145595550537
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 373.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 373.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 1.805849313735962,
+      "train/diffusion_loss": 0.5103820562362671
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 0.31451612903225806,
+      "step": 26
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/ce_loss": 1.6629763841629028,
+      "train/diffusion_loss": 0.5776023268699646
+    },
+    {
+      "epoch": 0.31451612903225806,
+      "step": 26,
+      "train/learning_rate_real": 4.999916768851096e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 1.3062740564346313,
+      "train/diffusion_loss": 0.5431504845619202
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 1.9608811140060425,
+      "train/diffusion_loss": 0.5264590978622437
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 1.608473777770996,
+      "train/diffusion_loss": 0.5209571123123169
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 2.0152339935302734,
+      "train/diffusion_loss": 0.5230212211608887
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 1.946589708328247,
+      "train/diffusion_loss": 0.5182439088821411
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 1.2883422374725342,
+      "train/diffusion_loss": 0.47839969396591187
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 1.4709789752960205,
+      "train/diffusion_loss": 0.5234282612800598
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 382.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 382.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 1.904920220375061,
+      "train/diffusion_loss": 0.5339201092720032
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 1.4778542518615723,
+      "train/diffusion_loss": 0.5168687701225281
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 1.1678892374038696,
+      "train/diffusion_loss": 0.5207938551902771
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 1.1138917207717896,
+      "train/diffusion_loss": 0.5130618810653687
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 0.32661290322580644,
+      "step": 27
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/ce_loss": 1.767288088798523,
+      "train/diffusion_loss": 0.6372931599617004
+    },
+    {
+      "epoch": 0.32661290322580644,
+      "step": 27,
+      "train/learning_rate_real": 4.999667080946324e-05
+    },
+    {
+      "debug/num_lat_loss": 41.0,
+      "debug/num_lat_total": 185.0,
+      "debug/num_tok_loss": 41.0,
+      "debug/num_tok_total": 185.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 0.8411282896995544,
+      "train/diffusion_loss": 0.40896129608154297
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 1.7075610160827637,
+      "train/diffusion_loss": 0.5902684330940247
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 1.6014772653579712,
+      "train/diffusion_loss": 0.5326266884803772
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 1.6430621147155762,
+      "train/diffusion_loss": 0.5688480734825134
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 60.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 60.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 1.0049235820770264,
+      "train/diffusion_loss": 0.468461811542511
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 1.413946270942688,
+      "train/diffusion_loss": 0.5821225047111511
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 1.92585027217865,
+      "train/diffusion_loss": 0.554365336894989
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 1.1077065467834473,
+      "train/diffusion_loss": 0.47263482213020325
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 223.0,
+      "debug/num_lat_total": 420.0,
+      "debug/num_tok_loss": 223.0,
+      "debug/num_tok_total": 420.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 1.5943480730056763,
+      "train/diffusion_loss": 0.5392118692398071
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 162.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 162.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 1.0741065740585327,
+      "train/diffusion_loss": 0.5235077142715454
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 85.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 85.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 0.9572204947471619,
+      "train/diffusion_loss": 0.4888381063938141
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 0.3387096774193548,
+      "step": 28
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/ce_loss": 1.343754529953003,
+      "train/diffusion_loss": 0.5539502501487732
+    },
+    {
+      "epoch": 0.3387096774193548,
+      "step": 28,
+      "train/learning_rate_real": 4.999250952911133e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 1.245244026184082,
+      "train/diffusion_loss": 0.5389881134033203
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 0.7789121866226196,
+      "train/diffusion_loss": 0.4670281410217285
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "debug/num_lat_loss": 231.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 231.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 1.771018147468567,
+      "train/diffusion_loss": 0.5776785016059875
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 1.0982145071029663,
+      "train/diffusion_loss": 0.4474056363105774
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 1.49834144115448,
+      "train/diffusion_loss": 0.46882590651512146
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 1.079044222831726,
+      "train/diffusion_loss": 0.5351839661598206
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 1.4523749351501465,
+      "train/diffusion_loss": 0.5142942667007446
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 1.629947543144226,
+      "train/diffusion_loss": 0.4784877300262451
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 367.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 367.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 1.9232382774353027,
+      "train/diffusion_loss": 0.6287298798561096
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 1.6834747791290283,
+      "train/diffusion_loss": 0.5315099954605103
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 204.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 204.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 0.9403753876686096,
+      "train/diffusion_loss": 0.5565692782402039
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 0.35080645161290325,
+      "step": 29
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/ce_loss": 1.3766252994537354,
+      "train/diffusion_loss": 0.5476539731025696
+    },
+    {
+      "epoch": 0.35080645161290325,
+      "step": 29,
+      "train/learning_rate_real": 4.998668412453374e-05
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "grad_norm": 24.138883590698242,
+      "learning_rate": 4.998668412453374e-05,
+      "loss": 21.6524,
+      "step": 30
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.5854746103286743,
+      "train/diffusion_loss": 0.5357285737991333
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.606100082397461,
+      "train/diffusion_loss": 0.5696589350700378
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.8596594333648682,
+      "train/diffusion_loss": 0.5230076909065247
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.4098960161209106,
+      "train/diffusion_loss": 0.5498237609863281
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.0982753038406372,
+      "train/diffusion_loss": 0.47964200377464294
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.880002498626709,
+      "train/diffusion_loss": 0.5517086386680603
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.5910557508468628,
+      "train/diffusion_loss": 0.5182549357414246
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.3894069194793701,
+      "train/diffusion_loss": 0.5057342648506165
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.308701515197754,
+      "train/diffusion_loss": 0.4973354637622833
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.8216590881347656,
+      "train/diffusion_loss": 0.49029701948165894
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.6212263107299805,
+      "train/diffusion_loss": 0.4887380301952362
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 0.3629032258064516,
+      "step": 30
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/ce_loss": 1.521221399307251,
+      "train/diffusion_loss": 0.544206440448761
+    },
+    {
+      "epoch": 0.3629032258064516,
+      "step": 30,
+      "train/learning_rate_real": 4.997919498361457e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 1.4119921922683716,
+      "train/diffusion_loss": 0.5080287456512451
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 1.4629794359207153,
+      "train/diffusion_loss": 0.4972364902496338
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 1.8298224210739136,
+      "train/diffusion_loss": 0.4764343202114105
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 1.3757708072662354,
+      "train/diffusion_loss": 0.4648610055446625
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 1.5093415975570679,
+      "train/diffusion_loss": 0.5312753915786743
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 1.753191351890564,
+      "train/diffusion_loss": 0.5666711330413818
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 1.9042093753814697,
+      "train/diffusion_loss": 0.598816990852356
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 1.2820109128952026,
+      "train/diffusion_loss": 0.49412474036216736
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 1.7243285179138184,
+      "train/diffusion_loss": 0.5239109396934509
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 197.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 197.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 1.024856686592102,
+      "train/diffusion_loss": 0.5286714434623718
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 370.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 370.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 2.078070640563965,
+      "train/diffusion_loss": 0.5627508163452148
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 0.375,
+      "step": 31
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/ce_loss": 1.3840306997299194,
+      "train/diffusion_loss": 0.5185156464576721
+    },
+    {
+      "epoch": 0.375,
+      "step": 31,
+      "train/learning_rate_real": 4.997004260501766e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 1.3512481451034546,
+      "train/diffusion_loss": 0.6060835719108582
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 1.6517152786254883,
+      "train/diffusion_loss": 0.5120326280593872
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 2.11271071434021,
+      "train/diffusion_loss": 0.549659252166748
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 1.7376219034194946,
+      "train/diffusion_loss": 0.5358242392539978
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 2.1561977863311768,
+      "train/diffusion_loss": 0.5225604176521301
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 1.0129975080490112,
+      "train/diffusion_loss": 0.4850453734397888
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 1.6177009344100952,
+      "train/diffusion_loss": 0.5066540241241455
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 1.6958181858062744,
+      "train/diffusion_loss": 0.5675641894340515
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 1.4924631118774414,
+      "train/diffusion_loss": 0.5650760531425476
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 154.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 154.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 1.039043664932251,
+      "train/diffusion_loss": 0.5638783574104309
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 1.310423731803894,
+      "train/diffusion_loss": 0.46455082297325134
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 0.3870967741935484,
+      "step": 32
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/ce_loss": 1.349757432937622,
+      "train/diffusion_loss": 0.490693062543869
+    },
+    {
+      "epoch": 0.3870967741935484,
+      "step": 32,
+      "train/learning_rate_real": 4.995922759815339e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 1.218924880027771,
+      "train/diffusion_loss": 0.5276342630386353
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 2.365446090698242,
+      "train/diffusion_loss": 0.6294667720794678
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 1.3381603956222534,
+      "train/diffusion_loss": 0.5145581960678101
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 201.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 201.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 1.9868426322937012,
+      "train/diffusion_loss": 0.5110417604446411
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 192.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 192.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 1.5099889039993286,
+      "train/diffusion_loss": 0.49118471145629883
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 2.076910972595215,
+      "train/diffusion_loss": 0.6080760359764099
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 1.5101343393325806,
+      "train/diffusion_loss": 0.5450858473777771
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 1.736424446105957,
+      "train/diffusion_loss": 0.565708339214325
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 1.7835007905960083,
+      "train/diffusion_loss": 0.5342636704444885
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 377.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 377.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 1.8958429098129272,
+      "train/diffusion_loss": 0.5215541124343872
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 1.8312345743179321,
+      "train/diffusion_loss": 0.5257051587104797
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 0.39919354838709675,
+      "step": 33
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/ce_loss": 1.7714201211929321,
+      "train/diffusion_loss": 0.5939631462097168
+    },
+    {
+      "epoch": 0.39919354838709675,
+      "step": 33,
+      "train/learning_rate_real": 4.9946750683138134e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 1.7611629962921143,
+      "train/diffusion_loss": 0.5389595031738281
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 2.2376251220703125,
+      "train/diffusion_loss": 0.6356257796287537
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 1.8520936965942383,
+      "train/diffusion_loss": 0.4919827878475189
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 62.0,
+      "debug/num_lat_total": 217.0,
+      "debug/num_tok_loss": 62.0,
+      "debug/num_tok_total": 217.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 0.9403384923934937,
+      "train/diffusion_loss": 0.454473078250885
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 1.2261767387390137,
+      "train/diffusion_loss": 0.5394346714019775
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 1.3907767534255981,
+      "train/diffusion_loss": 0.48592478036880493
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 1.1947247982025146,
+      "train/diffusion_loss": 0.6162148118019104
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 209.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 209.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 1.994368553161621,
+      "train/diffusion_loss": 0.569923996925354
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 1.5317087173461914,
+      "train/diffusion_loss": 0.542925238609314
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 1.0866310596466064,
+      "train/diffusion_loss": 0.5087490081787109
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 2.1045093536376953,
+      "train/diffusion_loss": 0.5927539467811584
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 0.4112903225806452,
+      "step": 34
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/ce_loss": 1.239827036857605,
+      "train/diffusion_loss": 0.5486735701560974
+    },
+    {
+      "epoch": 0.4112903225806452,
+      "step": 34,
+      "train/learning_rate_real": 4.993261269074625e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 1.7793229818344116,
+      "train/diffusion_loss": 0.5655418038368225
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 1.5728583335876465,
+      "train/diffusion_loss": 0.5082005858421326
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 1.7501904964447021,
+      "train/diffusion_loss": 0.5820634365081787
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 67.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 67.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 0.9710856080055237,
+      "train/diffusion_loss": 0.5111480355262756
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 1.765765905380249,
+      "train/diffusion_loss": 0.5680301785469055
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 1.6541491746902466,
+      "train/diffusion_loss": 0.5372591018676758
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 1.5946882963180542,
+      "train/diffusion_loss": 0.5444612503051758
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 1.6381237506866455,
+      "train/diffusion_loss": 0.5212492346763611
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 1.3595138788223267,
+      "train/diffusion_loss": 0.6025133728981018
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 1.5609157085418701,
+      "train/diffusion_loss": 0.5223979353904724
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 1.3154561519622803,
+      "train/diffusion_loss": 0.5471141338348389
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 0.42338709677419356,
+      "step": 35
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/ce_loss": 1.4404205083847046,
+      "train/diffusion_loss": 0.5668106079101562
+    },
+    {
+      "epoch": 0.42338709677419356,
+      "step": 35,
+      "train/learning_rate_real": 4.991681456235483e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.4158053398132324,
+      "train/diffusion_loss": 0.4699919521808624
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.1080615520477295,
+      "train/diffusion_loss": 0.5276261568069458
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.3359588384628296,
+      "train/diffusion_loss": 0.6057708263397217
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.2872068881988525,
+      "train/diffusion_loss": 0.4661867320537567
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.9426264762878418,
+      "train/diffusion_loss": 0.5529189705848694
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.5152536630630493,
+      "train/diffusion_loss": 0.5104774832725525
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.809311866760254,
+      "train/diffusion_loss": 0.5267195701599121
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.1796633005142212,
+      "train/diffusion_loss": 0.47788071632385254
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.4950202703475952,
+      "train/diffusion_loss": 0.5979769229888916
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.805180549621582,
+      "train/diffusion_loss": 0.5110681056976318
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 195.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 195.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.0711445808410645,
+      "train/diffusion_loss": 0.46708306670188904
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 0.43548387096774194,
+      "step": 36
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/ce_loss": 1.5206722021102905,
+      "train/diffusion_loss": 0.4679023325443268
+    },
+    {
+      "epoch": 0.43548387096774194,
+      "step": 36,
+      "train/learning_rate_real": 4.989935734988098e-05
+    },
+    {
+      "debug/num_lat_loss": 222.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 222.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 1.628178358078003,
+      "train/diffusion_loss": 0.5403882265090942
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 1.1855367422103882,
+      "train/diffusion_loss": 0.4829038977622986
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 58.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 58.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 0.8776158094406128,
+      "train/diffusion_loss": 0.4619840085506439
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 1.3425326347351074,
+      "train/diffusion_loss": 0.5263327360153198
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 2.007479667663574,
+      "train/diffusion_loss": 0.5542871356010437
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 1.2830814123153687,
+      "train/diffusion_loss": 0.5530605316162109
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 1.2988221645355225,
+      "train/diffusion_loss": 0.4762381315231323
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 1.7198259830474854,
+      "train/diffusion_loss": 0.5949079394340515
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 1.0334516763687134,
+      "train/diffusion_loss": 0.4367419481277466
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 1.6715577840805054,
+      "train/diffusion_loss": 0.5453740358352661
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 2.062253952026367,
+      "train/diffusion_loss": 0.560703456401825
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 0.4475806451612903,
+      "step": 37
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/ce_loss": 1.37466561794281,
+      "train/diffusion_loss": 0.5396356582641602
+    },
+    {
+      "epoch": 0.4475806451612903,
+      "step": 37,
+      "train/learning_rate_real": 4.988024221571177e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 1.3146841526031494,
+      "train/diffusion_loss": 0.5842159986495972
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 1.4583698511123657,
+      "train/diffusion_loss": 0.55133455991745
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 225.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 225.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 0.6709436774253845,
+      "train/diffusion_loss": 0.5018013715744019
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 1.354124903678894,
+      "train/diffusion_loss": 0.5195017457008362
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 1.5028494596481323,
+      "train/diffusion_loss": 0.48156091570854187
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 1.7263751029968262,
+      "train/diffusion_loss": 0.5560808181762695
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 1.8737597465515137,
+      "train/diffusion_loss": 0.5700435042381287
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 1.7763888835906982,
+      "train/diffusion_loss": 0.5085617899894714
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 1.6760395765304565,
+      "train/diffusion_loss": 0.5794912576675415
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 1.9982178211212158,
+      "train/diffusion_loss": 0.5759502649307251
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 1.8801885843276978,
+      "train/diffusion_loss": 0.6043710708618164
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 0.4596774193548387,
+      "step": 38
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/ce_loss": 1.3798046112060547,
+      "train/diffusion_loss": 0.5154216885566711
+    },
+    {
+      "epoch": 0.4596774193548387,
+      "step": 38,
+      "train/learning_rate_real": 4.985947043262686e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 315.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 315.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 2.1030099391937256,
+      "train/diffusion_loss": 0.6062973737716675
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 1.548906922340393,
+      "train/diffusion_loss": 0.513245165348053
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 1.5297152996063232,
+      "train/diffusion_loss": 0.5510801076889038
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 1.4073913097381592,
+      "train/diffusion_loss": 0.5247086882591248
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 1.599395751953125,
+      "train/diffusion_loss": 0.5576596856117249
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "debug/num_lat_loss": 193.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 193.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 1.7357548475265503,
+      "train/diffusion_loss": 0.495762437582016
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 1.3203587532043457,
+      "train/diffusion_loss": 0.5063623785972595
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 0.9277262687683105,
+      "train/diffusion_loss": 0.46246102452278137
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 1.7017978429794312,
+      "train/diffusion_loss": 0.520517885684967
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 1.1041549444198608,
+      "train/diffusion_loss": 0.4438454210758209
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 1.7624011039733887,
+      "train/diffusion_loss": 0.5370804667472839
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 0.4717741935483871,
+      "step": 39
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/ce_loss": 2.0744948387145996,
+      "train/diffusion_loss": 0.5293350219726562
+    },
+    {
+      "epoch": 0.4717741935483871,
+      "step": 39,
+      "train/learning_rate_real": 4.9837043383713753e-05
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "grad_norm": 24.23891258239746,
+      "learning_rate": 4.9837043383713753e-05,
+      "loss": 22.3742,
+      "step": 40
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 1.4589036703109741,
+      "train/diffusion_loss": 0.5452843904495239
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 412.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 412.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 1.9639408588409424,
+      "train/diffusion_loss": 0.6161536574363708
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 1.320194125175476,
+      "train/diffusion_loss": 0.5451160073280334
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 1.745742678642273,
+      "train/diffusion_loss": 0.5503356456756592
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 1.3419114351272583,
+      "train/diffusion_loss": 0.5091212391853333
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 1.786644458770752,
+      "train/diffusion_loss": 0.5672299265861511
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 1.5381563901901245,
+      "train/diffusion_loss": 0.5160812735557556
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 2.0643022060394287,
+      "train/diffusion_loss": 0.575038731098175
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 1.9120173454284668,
+      "train/diffusion_loss": 0.5166931748390198
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 1.798086166381836,
+      "train/diffusion_loss": 0.5623940229415894
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 0.9061376452445984,
+      "train/diffusion_loss": 0.44253042340278625
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 0.4838709677419355,
+      "step": 40
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/ce_loss": 1.4575223922729492,
+      "train/diffusion_loss": 0.48491621017456055
+    },
+    {
+      "epoch": 0.4838709677419355,
+      "step": 40,
+      "train/learning_rate_real": 4.981296256227569e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.3958219289779663,
+      "train/diffusion_loss": 0.547326385974884
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.4306172132492065,
+      "train/diffusion_loss": 0.5234240889549255
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.366104245185852,
+      "train/diffusion_loss": 0.5082941055297852
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.8692117929458618,
+      "train/diffusion_loss": 0.5619103312492371
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.7125459909439087,
+      "train/diffusion_loss": 0.5609421133995056
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.2821711301803589,
+      "train/diffusion_loss": 0.5046371817588806
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.6714262962341309,
+      "train/diffusion_loss": 0.5451616048812866
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.4545726776123047,
+      "train/diffusion_loss": 0.5461451411247253
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.9536598920822144,
+      "train/diffusion_loss": 0.5159267783164978
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 56.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 56.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.0468425750732422,
+      "train/diffusion_loss": 0.439262330532074
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.5666837692260742,
+      "train/diffusion_loss": 0.5365834832191467
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 0.4959677419354839,
+      "step": 41
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/ce_loss": 1.5359084606170654,
+      "train/diffusion_loss": 0.4984911382198334
+    },
+    {
+      "epoch": 0.4959677419354839,
+      "step": 41,
+      "train/learning_rate_real": 4.978722957173222e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 166.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 166.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 1.489669680595398,
+      "train/diffusion_loss": 0.5649526715278625
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 1.8288415670394897,
+      "train/diffusion_loss": 0.4888080358505249
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 1.7763487100601196,
+      "train/diffusion_loss": 0.4927635192871094
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 1.8615056276321411,
+      "train/diffusion_loss": 0.5096147656440735
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 1.8753890991210938,
+      "train/diffusion_loss": 0.5297476053237915
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 1.4011648893356323,
+      "train/diffusion_loss": 0.5698935389518738
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 50.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 50.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 0.7982297539710999,
+      "train/diffusion_loss": 0.43670451641082764
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 1.5748201608657837,
+      "train/diffusion_loss": 0.5148934125900269
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 1.6976101398468018,
+      "train/diffusion_loss": 0.5840377807617188
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 1.3755804300308228,
+      "train/diffusion_loss": 0.576633870601654
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 1.5494325160980225,
+      "train/diffusion_loss": 0.5790184736251831
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 0.5080645161290323,
+      "step": 42
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/ce_loss": 1.2329771518707275,
+      "train/diffusion_loss": 0.4842090904712677
+    },
+    {
+      "epoch": 0.5080645161290323,
+      "step": 42,
+      "train/learning_rate_real": 4.975984612551243e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 1.1258900165557861,
+      "train/diffusion_loss": 0.586601197719574
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 1.499411940574646,
+      "train/diffusion_loss": 0.5159119963645935
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 1.3699276447296143,
+      "train/diffusion_loss": 0.4555271863937378
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 1.450530767440796,
+      "train/diffusion_loss": 0.5142839550971985
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 1.462483525276184,
+      "train/diffusion_loss": 0.48875537514686584
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 1.2755157947540283,
+      "train/diffusion_loss": 0.5123851299285889
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 380.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 380.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 1.2825376987457275,
+      "train/diffusion_loss": 0.5708603858947754
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 1.8027172088623047,
+      "train/diffusion_loss": 0.5446484684944153
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 1.2331563234329224,
+      "train/diffusion_loss": 0.4767421782016754
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 44.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 44.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 0.8920259475708008,
+      "train/diffusion_loss": 0.38059577345848083
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 2.1734912395477295,
+      "train/diffusion_loss": 0.502078652381897
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 0.5201612903225806,
+      "step": 43
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/ce_loss": 1.5239758491516113,
+      "train/diffusion_loss": 0.4962942600250244
+    },
+    {
+      "epoch": 0.5201612903225806,
+      "step": 43,
+      "train/learning_rate_real": 4.973081404694088e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 1.6967945098876953,
+      "train/diffusion_loss": 0.48350226879119873
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 1.5790719985961914,
+      "train/diffusion_loss": 0.5021253824234009
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 249.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 249.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 1.1732308864593506,
+      "train/diffusion_loss": 0.5018510818481445
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 1.1686495542526245,
+      "train/diffusion_loss": 0.515346348285675
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 0.7187693119049072,
+      "train/diffusion_loss": 0.48358309268951416
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 1.6823835372924805,
+      "train/diffusion_loss": 0.697787344455719
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 1.128512978553772,
+      "train/diffusion_loss": 0.4839145243167877
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 1.9300415515899658,
+      "train/diffusion_loss": 0.4940287470817566
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 61.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 61.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 1.1166883707046509,
+      "train/diffusion_loss": 0.45726943016052246
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 1.3971582651138306,
+      "train/diffusion_loss": 0.5130760669708252
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 1.3635058403015137,
+      "train/diffusion_loss": 0.41042423248291016
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 0.532258064516129,
+      "step": 44
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/ce_loss": 1.262412667274475,
+      "train/diffusion_loss": 0.4503474831581116
+    },
+    {
+      "epoch": 0.532258064516129,
+      "step": 44,
+      "train/learning_rate_real": 4.970013526911617e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 0.8099422454833984,
+      "train/diffusion_loss": 0.5399572849273682
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 1.5748921632766724,
+      "train/diffusion_loss": 0.5348591804504395
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 1.4155219793319702,
+      "train/diffusion_loss": 0.520809531211853
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 1.9659663438796997,
+      "train/diffusion_loss": 0.5574592351913452
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 213.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 213.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 0.9385325908660889,
+      "train/diffusion_loss": 0.48367971181869507
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 1.6050735712051392,
+      "train/diffusion_loss": 0.561786413192749
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 1.4357620477676392,
+      "train/diffusion_loss": 0.4709107577800751
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 2.1241402626037598,
+      "train/diffusion_loss": 0.5706931948661804
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 1.836837887763977,
+      "train/diffusion_loss": 0.5077144503593445
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 2.0097734928131104,
+      "train/diffusion_loss": 0.5351867079734802
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 215.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 215.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 1.3313466310501099,
+      "train/diffusion_loss": 0.4776304066181183
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 0.5443548387096774,
+      "step": 45
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/ce_loss": 1.6819391250610352,
+      "train/diffusion_loss": 0.522620439529419
+    },
+    {
+      "epoch": 0.5443548387096774,
+      "step": 45,
+      "train/learning_rate_real": 4.9667811834782224e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 1.3086059093475342,
+      "train/diffusion_loss": 0.5134417414665222
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 1.6833900213241577,
+      "train/diffusion_loss": 0.5433658957481384
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 1.3829917907714844,
+      "train/diffusion_loss": 0.5187416076660156
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 1.5637433528900146,
+      "train/diffusion_loss": 0.6033853888511658
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 1.5449267625808716,
+      "train/diffusion_loss": 0.5731238126754761
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 205.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 205.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 2.1123831272125244,
+      "train/diffusion_loss": 0.5457473993301392
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 0.9642907977104187,
+      "train/diffusion_loss": 0.4626381993293762
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 2.1992828845977783,
+      "train/diffusion_loss": 0.48274049162864685
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 1.1068496704101562,
+      "train/diffusion_loss": 0.5295067429542542
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 1.4906845092773438,
+      "train/diffusion_loss": 0.5123138427734375
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 2.0339643955230713,
+      "train/diffusion_loss": 0.48228150606155396
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 0.5564516129032258,
+      "step": 46
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/ce_loss": 1.3880091905593872,
+      "train/diffusion_loss": 0.5233513712882996
+    },
+    {
+      "epoch": 0.5564516129032258,
+      "step": 46,
+      "train/learning_rate_real": 4.963384589619233e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 1.826237440109253,
+      "train/diffusion_loss": 0.6100586652755737
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 1.3661868572235107,
+      "train/diffusion_loss": 0.5167905688285828
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 1.7728533744812012,
+      "train/diffusion_loss": 0.5408902168273926
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 1.5447051525115967,
+      "train/diffusion_loss": 0.4806583821773529
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 1.276213526725769,
+      "train/diffusion_loss": 0.4861956238746643
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 1.9462043046951294,
+      "train/diffusion_loss": 0.5977852940559387
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 77.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 77.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 1.0808038711547852,
+      "train/diffusion_loss": 0.4840010702610016
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 1.6640584468841553,
+      "train/diffusion_loss": 0.5055109858512878
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 1.7758792638778687,
+      "train/diffusion_loss": 0.5824528336524963
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 1.351983666419983,
+      "train/diffusion_loss": 0.4973509907722473
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 0.8232935667037964,
+      "train/diffusion_loss": 0.5113873481750488
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 175.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 175.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 0.5685483870967742,
+      "step": 47
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/ce_loss": 1.4331138134002686,
+      "train/diffusion_loss": 0.5954633951187134
+    },
+    {
+      "epoch": 0.5685483870967742,
+      "step": 47,
+      "train/learning_rate_real": 4.959823971496574e-05
+    },
+    {
+      "debug/num_lat_loss": 54.0,
+      "debug/num_lat_total": 167.0,
+      "debug/num_tok_loss": 54.0,
+      "debug/num_tok_total": 167.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 0.6952462792396545,
+      "train/diffusion_loss": 0.45234209299087524
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 1.7135354280471802,
+      "train/diffusion_loss": 0.5373305082321167
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 1.258811593055725,
+      "train/diffusion_loss": 0.47766223549842834
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 1.0747038125991821,
+      "train/diffusion_loss": 0.46903717517852783
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 1.938014268875122,
+      "train/diffusion_loss": 0.5233657956123352
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 1.121943712234497,
+      "train/diffusion_loss": 0.49397286772727966
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 225.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 225.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 1.141125202178955,
+      "train/diffusion_loss": 0.4935224950313568
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 1.3900290727615356,
+      "train/diffusion_loss": 0.5926287770271301
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 1.2984418869018555,
+      "train/diffusion_loss": 0.5226413607597351
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 1.8302446603775024,
+      "train/diffusion_loss": 0.5149301290512085
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 1.4395970106124878,
+      "train/diffusion_loss": 0.5518913865089417
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 0.5806451612903226,
+      "step": 48
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/ce_loss": 1.568743348121643,
+      "train/diffusion_loss": 0.5290073156356812
+    },
+    {
+      "epoch": 0.5806451612903226,
+      "step": 48,
+      "train/learning_rate_real": 4.956099566193717e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 1.8228850364685059,
+      "train/diffusion_loss": 0.6108784675598145
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 1.7085846662521362,
+      "train/diffusion_loss": 0.6004604697227478
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 1.7836719751358032,
+      "train/diffusion_loss": 0.5374583601951599
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 2.076150417327881,
+      "train/diffusion_loss": 0.5473809838294983
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 1.6773697137832642,
+      "train/diffusion_loss": 0.5324400663375854
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 1.5306124687194824,
+      "train/diffusion_loss": 0.5267388224601746
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 1.3568660020828247,
+      "train/diffusion_loss": 0.4777064323425293
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 1.9083527326583862,
+      "train/diffusion_loss": 0.5332061648368835
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 1.3804270029067993,
+      "train/diffusion_loss": 0.5100842118263245
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "debug/num_lat_loss": 221.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 221.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 1.8904011249542236,
+      "train/diffusion_loss": 0.5530956983566284
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 1.2067116498947144,
+      "train/diffusion_loss": 0.5433719754219055
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 0.592741935483871,
+      "step": 49
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/ce_loss": 1.377508282661438,
+      "train/diffusion_loss": 0.5005793571472168
+    },
+    {
+      "epoch": 0.592741935483871,
+      "step": 49,
+      "train/learning_rate_real": 4.952211621699887e-05
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "grad_norm": 19.71750259399414,
+      "learning_rate": 4.952211621699887e-05,
+      "loss": 21.8635,
+      "step": 50
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 1.3876272439956665,
+      "train/diffusion_loss": 0.5210373401641846
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 1.4287850856781006,
+      "train/diffusion_loss": 0.5506560802459717
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 1.89223051071167,
+      "train/diffusion_loss": 0.5252016186714172
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 1.992301344871521,
+      "train/diffusion_loss": 0.5439862012863159
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 1.2252599000930786,
+      "train/diffusion_loss": 0.5895349383354187
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 2.016119956970215,
+      "train/diffusion_loss": 0.6091093420982361
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 1.309454321861267,
+      "train/diffusion_loss": 0.4989503026008606
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 1.3747278451919556,
+      "train/diffusion_loss": 0.5277577638626099
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 1.6573516130447388,
+      "train/diffusion_loss": 0.5048520565032959
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 1.330237627029419,
+      "train/diffusion_loss": 0.5464035868644714
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 1.1681363582611084,
+      "train/diffusion_loss": 0.5112001299858093
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 0.6048387096774194,
+      "step": 50
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/ce_loss": 1.3185153007507324,
+      "train/diffusion_loss": 0.5173289179801941
+    },
+    {
+      "epoch": 0.6048387096774194,
+      "step": 50,
+      "train/learning_rate_real": 4.948160396893553e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 1.3357124328613281,
+      "train/diffusion_loss": 0.49738848209381104
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 1.6665172576904297,
+      "train/diffusion_loss": 0.4929840862751007
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 1.4768304824829102,
+      "train/diffusion_loss": 0.497446209192276
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 0.9678144454956055,
+      "train/diffusion_loss": 0.46166616678237915
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 1.047947883605957,
+      "train/diffusion_loss": 0.5104493498802185
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 1.2796746492385864,
+      "train/diffusion_loss": 0.5937179923057556
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 387.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 387.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 1.4555490016937256,
+      "train/diffusion_loss": 0.552004873752594
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 1.21913743019104,
+      "train/diffusion_loss": 0.47046661376953125
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 1.4088767766952515,
+      "train/diffusion_loss": 0.4723183810710907
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 2.1180202960968018,
+      "train/diffusion_loss": 0.5611999034881592
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 1.390890121459961,
+      "train/diffusion_loss": 0.5182615518569946
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 0.6169354838709677,
+      "step": 51
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/ce_loss": 1.5368441343307495,
+      "train/diffusion_loss": 0.5845808982849121
+    },
+    {
+      "epoch": 0.6169354838709677,
+      "step": 51,
+      "train/learning_rate_real": 4.943946161525192e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 1.405799388885498,
+      "train/diffusion_loss": 0.5771022439002991
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 1.412631630897522,
+      "train/diffusion_loss": 0.5690321326255798
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 53.0,
+      "debug/num_lat_total": 182.0,
+      "debug/num_tok_loss": 53.0,
+      "debug/num_tok_total": 182.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 0.9997423887252808,
+      "train/diffusion_loss": 0.416181355714798
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 1.560276985168457,
+      "train/diffusion_loss": 0.5281924605369568
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 1.7162132263183594,
+      "train/diffusion_loss": 0.604102373123169
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 50.0,
+      "debug/num_lat_total": 163.0,
+      "debug/num_tok_loss": 50.0,
+      "debug/num_tok_total": 163.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 0.7154821753501892,
+      "train/diffusion_loss": 0.4465375542640686
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 1.4430149793624878,
+      "train/diffusion_loss": 0.5433290600776672
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 1.3037344217300415,
+      "train/diffusion_loss": 0.5110399723052979
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 383.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 383.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 1.7931491136550903,
+      "train/diffusion_loss": 0.5365859866142273
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 0.9448078274726868,
+      "train/diffusion_loss": 0.5230591893196106
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 1.9456349611282349,
+      "train/diffusion_loss": 0.5978533029556274
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 0.6290322580645161,
+      "step": 52
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/ce_loss": 1.0841376781463623,
+      "train/diffusion_loss": 0.49255821108818054
+    },
+    {
+      "epoch": 0.6290322580645161,
+      "step": 52,
+      "train/learning_rate_real": 4.939569196199325e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 1.6501188278198242,
+      "train/diffusion_loss": 0.56232088804245
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 1.395310401916504,
+      "train/diffusion_loss": 0.536013662815094
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 1.6639970541000366,
+      "train/diffusion_loss": 0.5517018437385559
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 1.498742699623108,
+      "train/diffusion_loss": 0.5088593363761902
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 291.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 291.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 1.3810912370681763,
+      "train/diffusion_loss": 0.5049492120742798
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 1.653322696685791,
+      "train/diffusion_loss": 0.5126315951347351
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 1.6916444301605225,
+      "train/diffusion_loss": 0.5322660207748413
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 1.5867457389831543,
+      "train/diffusion_loss": 0.4806676208972931
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 1.62078857421875,
+      "train/diffusion_loss": 0.540814995765686
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 1.3033897876739502,
+      "train/diffusion_loss": 0.5223461389541626
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 0.9293330311775208,
+      "train/diffusion_loss": 0.49898770451545715
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 0.6411290322580645,
+      "step": 53
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/ce_loss": 1.4865093231201172,
+      "train/diffusion_loss": 0.575842022895813
+    },
+    {
+      "epoch": 0.6411290322580645,
+      "step": 53,
+      "train/learning_rate_real": 4.935029792355834e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 1.543330430984497,
+      "train/diffusion_loss": 0.5395100712776184
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 0.9603524804115295,
+      "train/diffusion_loss": 0.46506237983703613
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 1.9729816913604736,
+      "train/diffusion_loss": 0.5534072518348694
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 1.4525935649871826,
+      "train/diffusion_loss": 0.5809502601623535
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 1.2281807661056519,
+      "train/diffusion_loss": 0.4837054908275604
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 1.1536235809326172,
+      "train/diffusion_loss": 0.47163522243499756
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 1.5030211210250854,
+      "train/diffusion_loss": 0.49798041582107544
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 1.4484761953353882,
+      "train/diffusion_loss": 0.5154907703399658
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 390.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 390.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 2.060540199279785,
+      "train/diffusion_loss": 0.566567063331604
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 1.537285327911377,
+      "train/diffusion_loss": 0.47922220826148987
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 1.094777226448059,
+      "train/diffusion_loss": 0.43531301617622375
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 315.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 315.0,
+      "epoch": 0.6532258064516129,
+      "step": 54
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/ce_loss": 1.4885151386260986,
+      "train/diffusion_loss": 0.5424448847770691
+    },
+    {
+      "epoch": 0.6532258064516129,
+      "step": 54,
+      "train/learning_rate_real": 4.9303282522505565e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.2219219207763672,
+      "train/diffusion_loss": 0.517557680606842
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 195.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 195.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.5944550037384033,
+      "train/diffusion_loss": 0.5563039779663086
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.2065868377685547,
+      "train/diffusion_loss": 0.46159452199935913
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.3430544137954712,
+      "train/diffusion_loss": 0.4573517441749573
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 387.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 387.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.7855859994888306,
+      "train/diffusion_loss": 0.5521688461303711
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.2171529531478882,
+      "train/diffusion_loss": 0.59110426902771
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.663446068763733,
+      "train/diffusion_loss": 0.5133743286132812
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.5345538854599,
+      "train/diffusion_loss": 0.6004976034164429
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 204.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 204.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.448980689048767,
+      "train/diffusion_loss": 0.5988320708274841
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.6703671216964722,
+      "train/diffusion_loss": 0.5088688135147095
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.9012706279754639,
+      "train/diffusion_loss": 0.6616191267967224
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 0.6653225806451613,
+      "step": 55
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/ce_loss": 1.4085474014282227,
+      "train/diffusion_loss": 0.5460729002952576
+    },
+    {
+      "epoch": 0.6653225806451613,
+      "step": 55,
+      "train/learning_rate_real": 4.925464888935162e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 1.0098708868026733,
+      "train/diffusion_loss": 0.4823221266269684
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 1.9935283660888672,
+      "train/diffusion_loss": 0.5596830248832703
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 1.348070502281189,
+      "train/diffusion_loss": 0.49619248509407043
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 1.5694518089294434,
+      "train/diffusion_loss": 0.5009823441505432
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 1.7288137674331665,
+      "train/diffusion_loss": 0.5476547479629517
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 61.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 61.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 0.7993448376655579,
+      "train/diffusion_loss": 0.41273441910743713
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 1.5640114545822144,
+      "train/diffusion_loss": 0.5192938446998596
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 1.59445059299469,
+      "train/diffusion_loss": 0.5467357635498047
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 1.4118847846984863,
+      "train/diffusion_loss": 0.45761731266975403
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 409.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 409.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 1.7616026401519775,
+      "train/diffusion_loss": 0.586724579334259
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 1.9074325561523438,
+      "train/diffusion_loss": 0.5571299195289612
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 0.6774193548387096,
+      "step": 56
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/ce_loss": 1.6477832794189453,
+      "train/diffusion_loss": 0.5089989304542542
+    },
+    {
+      "epoch": 0.6774193548387096,
+      "step": 56,
+      "train/learning_rate_real": 4.920440026236301e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 1.62564218044281,
+      "train/diffusion_loss": 0.5138245820999146
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 1.408143401145935,
+      "train/diffusion_loss": 0.5120207667350769
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 1.8844581842422485,
+      "train/diffusion_loss": 0.5586503148078918
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 1.5992552042007446,
+      "train/diffusion_loss": 0.5576714873313904
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 360.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 360.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 1.4896858930587769,
+      "train/diffusion_loss": 0.609241247177124
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 2.239215850830078,
+      "train/diffusion_loss": 0.535663366317749
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 1.3672574758529663,
+      "train/diffusion_loss": 0.4766188859939575
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 1.7895593643188477,
+      "train/diffusion_loss": 0.5975772142410278
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 291.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 291.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 2.1595804691314697,
+      "train/diffusion_loss": 0.5447179079055786
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 1.5263535976409912,
+      "train/diffusion_loss": 0.5222873687744141
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 1.2121139764785767,
+      "train/diffusion_loss": 0.5457307696342468
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 0.6895161290322581,
+      "step": 57
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/ce_loss": 1.287994146347046,
+      "train/diffusion_loss": 0.5153347253799438
+    },
+    {
+      "epoch": 0.6895161290322581,
+      "step": 57,
+      "train/learning_rate_real": 4.915253998734051e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 1.847485899925232,
+      "train/diffusion_loss": 0.6013942360877991
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 1.6831896305084229,
+      "train/diffusion_loss": 0.6133726239204407
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 1.5442951917648315,
+      "train/diffusion_loss": 0.6150203943252563
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 237.0,
+      "debug/num_lat_total": 423.0,
+      "debug/num_tok_loss": 237.0,
+      "debug/num_tok_total": 423.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 2.1309173107147217,
+      "train/diffusion_loss": 0.5696631073951721
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 1.8950145244598389,
+      "train/diffusion_loss": 0.5095396637916565
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 1.2962067127227783,
+      "train/diffusion_loss": 0.5033212304115295
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 1.5584250688552856,
+      "train/diffusion_loss": 0.5955104827880859
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 1.6788190603256226,
+      "train/diffusion_loss": 0.5617777109146118
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 1.6193732023239136,
+      "train/diffusion_loss": 0.5605431199073792
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 1.7828969955444336,
+      "train/diffusion_loss": 0.46710798144340515
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 1.2908706665039062,
+      "train/diffusion_loss": 0.43848007917404175
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 398.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 398.0,
+      "epoch": 0.7016129032258065,
+      "step": 58
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/ce_loss": 1.9897533655166626,
+      "train/diffusion_loss": 0.5187656879425049
+    },
+    {
+      "epoch": 0.7016129032258065,
+      "step": 58,
+      "train/learning_rate_real": 4.909907151739633e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 1.1752183437347412,
+      "train/diffusion_loss": 0.5360240340232849
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 1.7684332132339478,
+      "train/diffusion_loss": 0.48218390345573425
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 1.4298980236053467,
+      "train/diffusion_loss": 0.4699091911315918
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 1.1973530054092407,
+      "train/diffusion_loss": 0.5311983227729797
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 1.3297291994094849,
+      "train/diffusion_loss": 0.5136617422103882
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 1.7945122718811035,
+      "train/diffusion_loss": 0.5554059743881226
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 1.546883463859558,
+      "train/diffusion_loss": 0.5391336679458618
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 2.02579665184021,
+      "train/diffusion_loss": 0.5432451963424683
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 2.027029514312744,
+      "train/diffusion_loss": 0.5706493258476257
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 1.088232159614563,
+      "train/diffusion_loss": 0.49120596051216125
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 1.5486606359481812,
+      "train/diffusion_loss": 0.4567742943763733
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 0.7137096774193549,
+      "step": 59
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/ce_loss": 1.5114376544952393,
+      "train/diffusion_loss": 0.5458449721336365
+    },
+    {
+      "epoch": 0.7137096774193549,
+      "step": 59,
+      "train/learning_rate_real": 4.904399841272423e-05
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "grad_norm": 20.13540267944336,
+      "learning_rate": 4.904399841272423e-05,
+      "loss": 22.0342,
+      "step": 60
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 1.6214675903320312,
+      "train/diffusion_loss": 0.5648230314254761
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 1.7915226221084595,
+      "train/diffusion_loss": 0.48944664001464844
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 1.1361538171768188,
+      "train/diffusion_loss": 0.4639385938644409
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 1.4139280319213867,
+      "train/diffusion_loss": 0.5097969174385071
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 57.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 57.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 0.7098951935768127,
+      "train/diffusion_loss": 0.3824809789657593
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 1.7197380065917969,
+      "train/diffusion_loss": 0.5072106122970581
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 1.4826874732971191,
+      "train/diffusion_loss": 0.5213381052017212
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 1.9639226198196411,
+      "train/diffusion_loss": 0.5728588104248047
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 1.403368353843689,
+      "train/diffusion_loss": 0.5464383959770203
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 1.9948960542678833,
+      "train/diffusion_loss": 0.589973509311676
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 1.340009331703186,
+      "train/diffusion_loss": 0.5072112083435059
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 66.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 66.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 0.7258064516129032,
+      "step": 60
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/ce_loss": 1.0267367362976074,
+      "train/diffusion_loss": 0.5124675035476685
+    },
+    {
+      "epoch": 0.7258064516129032,
+      "step": 60,
+      "train/learning_rate_real": 4.898732434036244e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 1.1819779872894287,
+      "train/diffusion_loss": 0.5714718699455261
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 1.034104585647583,
+      "train/diffusion_loss": 0.472443163394928
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 1.5605707168579102,
+      "train/diffusion_loss": 0.5525766015052795
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 1.8554543256759644,
+      "train/diffusion_loss": 0.581899106502533
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 1.7185360193252563,
+      "train/diffusion_loss": 0.49621763825416565
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 225.0,
+      "debug/num_lat_total": 403.0,
+      "debug/num_tok_loss": 225.0,
+      "debug/num_tok_total": 403.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 1.9070773124694824,
+      "train/diffusion_loss": 0.4868224859237671
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 1.7381774187088013,
+      "train/diffusion_loss": 0.536137044429779
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 1.4120569229125977,
+      "train/diffusion_loss": 0.5382430553436279
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 1.0687918663024902,
+      "train/diffusion_loss": 0.49539583921432495
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 54.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 54.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 0.848490834236145,
+      "train/diffusion_loss": 0.46375513076782227
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 1.8276851177215576,
+      "train/diffusion_loss": 0.5481716394424438
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 0.7379032258064516,
+      "step": 61
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/ce_loss": 1.2530945539474487,
+      "train/diffusion_loss": 0.524956464767456
+    },
+    {
+      "epoch": 0.7379032258064516,
+      "step": 61,
+      "train/learning_rate_real": 4.8929053073949456e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 1.6356031894683838,
+      "train/diffusion_loss": 0.5189905762672424
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 1.6575719118118286,
+      "train/diffusion_loss": 0.54474276304245
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 1.4073845148086548,
+      "train/diffusion_loss": 0.5117207169532776
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 1.2962874174118042,
+      "train/diffusion_loss": 0.5398632287979126
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 1.748297095298767,
+      "train/diffusion_loss": 0.5142086744308472
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 1.284328579902649,
+      "train/diffusion_loss": 0.5401094555854797
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 1.8462985754013062,
+      "train/diffusion_loss": 0.577883243560791
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 2.009948253631592,
+      "train/diffusion_loss": 0.5409845113754272
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 1.1018059253692627,
+      "train/diffusion_loss": 0.5233151912689209
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 1.6096457242965698,
+      "train/diffusion_loss": 0.5615797638893127
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 1.3396657705307007,
+      "train/diffusion_loss": 0.49408242106437683
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 0.75,
+      "step": 62
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/ce_loss": 1.6087809801101685,
+      "train/diffusion_loss": 0.5200485587120056
+    },
+    {
+      "epoch": 0.75,
+      "step": 62,
+      "train/learning_rate_real": 4.8869188493472854e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.4295281171798706,
+      "train/diffusion_loss": 0.610889196395874
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.162418246269226,
+      "train/diffusion_loss": 0.44518622756004333
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.9349336624145508,
+      "train/diffusion_loss": 0.5869168043136597
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.7421410083770752,
+      "train/diffusion_loss": 0.5861195921897888
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.4471977949142456,
+      "train/diffusion_loss": 0.517612874507904
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.4626390933990479,
+      "train/diffusion_loss": 0.48578742146492004
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 181.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 181.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.934279203414917,
+      "train/diffusion_loss": 0.651915967464447
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.643472671508789,
+      "train/diffusion_loss": 0.5598236322402954
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.0906102657318115,
+      "train/diffusion_loss": 0.5301944017410278
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 171.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 171.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.198158860206604,
+      "train/diffusion_loss": 0.5407520532608032
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.6556495428085327,
+      "train/diffusion_loss": 0.5303779244422913
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 0.7620967741935484,
+      "step": 63
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/ce_loss": 1.6464128494262695,
+      "train/diffusion_loss": 0.5804303884506226
+    },
+    {
+      "epoch": 0.7620967741935484,
+      "step": 63,
+      "train/learning_rate_real": 4.880773458501089e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.6864831447601318,
+      "train/diffusion_loss": 0.5403943061828613
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.7221810817718506,
+      "train/diffusion_loss": 0.5398348569869995
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.1784528493881226,
+      "train/diffusion_loss": 0.4892677664756775
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.4368116855621338,
+      "train/diffusion_loss": 0.541744589805603
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.446260929107666,
+      "train/diffusion_loss": 0.5147332549095154
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.8201816082000732,
+      "train/diffusion_loss": 0.5628072023391724
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.5876158475875854,
+      "train/diffusion_loss": 0.554103672504425
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.670350193977356,
+      "train/diffusion_loss": 0.5889853835105896
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 181.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 181.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.6337658166885376,
+      "train/diffusion_loss": 0.5701518654823303
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.4883904457092285,
+      "train/diffusion_loss": 0.48534226417541504
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.9322670698165894,
+      "train/diffusion_loss": 0.5602609515190125
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 0.7741935483870968,
+      "step": 64
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/ce_loss": 1.3709006309509277,
+      "train/diffusion_loss": 0.5219959020614624
+    },
+    {
+      "epoch": 0.7741935483870968,
+      "step": 64,
+      "train/learning_rate_real": 4.874469544046707e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.918558120727539,
+      "train/diffusion_loss": 0.5468054413795471
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.414386510848999,
+      "train/diffusion_loss": 0.4885540306568146
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.5580556392669678,
+      "train/diffusion_loss": 0.5365837812423706
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 198.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 198.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.4680469036102295,
+      "train/diffusion_loss": 0.5905243158340454
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.6373196840286255,
+      "train/diffusion_loss": 0.528663158416748
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.3907959461212158,
+      "train/diffusion_loss": 0.4711973965167999
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 227.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 227.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.009985327720642,
+      "train/diffusion_loss": 0.5388014912605286
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.4785523414611816,
+      "train/diffusion_loss": 0.5680249929428101
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.5253243446350098,
+      "train/diffusion_loss": 0.5427277684211731
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.9197663068771362,
+      "train/diffusion_loss": 0.5577375888824463
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.3964953422546387,
+      "train/diffusion_loss": 0.576349675655365
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 0.7862903225806451,
+      "step": 65
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/ce_loss": 1.952508568763733,
+      "train/diffusion_loss": 0.5476698279380798
+    },
+    {
+      "epoch": 0.7862903225806451,
+      "step": 65,
+      "train/learning_rate_real": 4.868007525729775e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 1.041405439376831,
+      "train/diffusion_loss": 0.4415372610092163
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 1.324034333229065,
+      "train/diffusion_loss": 0.5149558186531067
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 1.600847601890564,
+      "train/diffusion_loss": 0.5367511510848999
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 1.6269980669021606,
+      "train/diffusion_loss": 0.553071916103363
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 1.342056393623352,
+      "train/diffusion_loss": 0.49645110964775085
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 1.4565311670303345,
+      "train/diffusion_loss": 0.543046236038208
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 1.4977158308029175,
+      "train/diffusion_loss": 0.5001118183135986
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 1.5529705286026,
+      "train/diffusion_loss": 0.5449930429458618
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 372.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 372.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 2.121096134185791,
+      "train/diffusion_loss": 0.6662220358848572
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 1.5879560708999634,
+      "train/diffusion_loss": 0.5460458397865295
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 180.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 180.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 1.3034183979034424,
+      "train/diffusion_loss": 0.5146284699440002
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 59.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 59.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 0.7983870967741935,
+      "step": 66
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/ce_loss": 0.8786400556564331,
+      "train/diffusion_loss": 0.5327505469322205
+    },
+    {
+      "epoch": 0.7983870967741935,
+      "step": 66,
+      "train/learning_rate_real": 4.86138783382326e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.8405025005340576,
+      "train/diffusion_loss": 0.5165810585021973
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.6466264724731445,
+      "train/diffusion_loss": 0.499826043844223
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 203.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 203.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.6484185457229614,
+      "train/diffusion_loss": 0.5631580948829651
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.5794754028320312,
+      "train/diffusion_loss": 0.5516821146011353
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.3362512588500977,
+      "train/diffusion_loss": 0.5425465106964111
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.5587618350982666,
+      "train/diffusion_loss": 0.45829781889915466
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.7493356466293335,
+      "train/diffusion_loss": 0.49601513147354126
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.5773026943206787,
+      "train/diffusion_loss": 0.48138412833213806
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.0357205867767334,
+      "train/diffusion_loss": 0.5088030695915222
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.3863123655319214,
+      "train/diffusion_loss": 0.5781229734420776
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.0315561294555664,
+      "train/diffusion_loss": 0.5041322708129883
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 170.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 170.0,
+      "epoch": 0.8104838709677419,
+      "step": 67
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/ce_loss": 1.2140278816223145,
+      "train/diffusion_loss": 0.5411285758018494
+    },
+    {
+      "epoch": 0.8104838709677419,
+      "step": 67,
+      "train/learning_rate_real": 4.854610909098812e-05
+    },
+    {
+      "debug/num_lat_loss": 211.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 211.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 2.0222485065460205,
+      "train/diffusion_loss": 0.511223554611206
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 1.8789968490600586,
+      "train/diffusion_loss": 0.587286114692688
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 1.5581570863723755,
+      "train/diffusion_loss": 0.5087112784385681
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 1.8352940082550049,
+      "train/diffusion_loss": 0.536064624786377
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 77.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 77.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 1.2296463251113892,
+      "train/diffusion_loss": 0.46043622493743896
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 1.3903366327285767,
+      "train/diffusion_loss": 0.4785311818122864
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 1.238022804260254,
+      "train/diffusion_loss": 0.4971656799316406
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 1.5923514366149902,
+      "train/diffusion_loss": 0.542376697063446
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 1.3895565271377563,
+      "train/diffusion_loss": 0.5791605710983276
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 1.4378688335418701,
+      "train/diffusion_loss": 0.5831711888313293
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 1.5725188255310059,
+      "train/diffusion_loss": 0.5849869847297668
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 0.8225806451612904,
+      "step": 68
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/ce_loss": 1.4922418594360352,
+      "train/diffusion_loss": 0.5638609528541565
+    },
+    {
+      "epoch": 0.8225806451612904,
+      "step": 68,
+      "train/learning_rate_real": 4.847677202797415e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 1.4547169208526611,
+      "train/diffusion_loss": 0.4984167814254761
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 1.2259505987167358,
+      "train/diffusion_loss": 0.5227805376052856
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 1.8678224086761475,
+      "train/diffusion_loss": 0.5630348324775696
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "debug/num_lat_loss": 79.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 79.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 0.9904959797859192,
+      "train/diffusion_loss": 0.46165043115615845
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 1.598563551902771,
+      "train/diffusion_loss": 0.5223424434661865
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "debug/num_lat_loss": 181.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 181.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 1.4282190799713135,
+      "train/diffusion_loss": 0.5424082279205322
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "debug/num_lat_loss": 47.0,
+      "debug/num_lat_total": 160.0,
+      "debug/num_tok_loss": 47.0,
+      "debug/num_tok_total": 160.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 0.6440513134002686,
+      "train/diffusion_loss": 0.41353270411491394
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 396.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 396.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 1.8433716297149658,
+      "train/diffusion_loss": 0.5467098355293274
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 1.1294461488723755,
+      "train/diffusion_loss": 0.5255944132804871
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 1.4751524925231934,
+      "train/diffusion_loss": 0.4782426357269287
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 1.1075129508972168,
+      "train/diffusion_loss": 0.5537561178207397
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 0.8346774193548387,
+      "step": 69
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/ce_loss": 1.1757612228393555,
+      "train/diffusion_loss": 0.45639410614967346
+    },
+    {
+      "epoch": 0.8346774193548387,
+      "step": 69,
+      "train/learning_rate_real": 4.8405871765993433e-05
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "grad_norm": 18.92667007446289,
+      "learning_rate": 4.8405871765993433e-05,
+      "loss": 21.9254,
+      "step": 70
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 2.0315322875976562,
+      "train/diffusion_loss": 0.5346670150756836
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 1.7158414125442505,
+      "train/diffusion_loss": 0.5359383225440979
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 219.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 219.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 1.6654413938522339,
+      "train/diffusion_loss": 0.4974798262119293
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 1.6342191696166992,
+      "train/diffusion_loss": 0.5328766107559204
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 52.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 52.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 0.9875953197479248,
+      "train/diffusion_loss": 0.4514768123626709
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 1.3659982681274414,
+      "train/diffusion_loss": 0.5014824867248535
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 1.291573166847229,
+      "train/diffusion_loss": 0.5576106905937195
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 221.0,
+      "debug/num_lat_total": 376.0,
+      "debug/num_tok_loss": 221.0,
+      "debug/num_tok_total": 376.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 1.8999963998794556,
+      "train/diffusion_loss": 0.5654853582382202
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 1.2988537549972534,
+      "train/diffusion_loss": 0.5045838952064514
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 395.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 395.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 1.8971341848373413,
+      "train/diffusion_loss": 0.5740243792533875
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 1.6618473529815674,
+      "train/diffusion_loss": 0.5540841221809387
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 0.8467741935483871,
+      "step": 70
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/ce_loss": 1.6162856817245483,
+      "train/diffusion_loss": 0.5291898250579834
+    },
+    {
+      "epoch": 0.8467741935483871,
+      "step": 70,
+      "train/learning_rate_real": 4.833341302593417e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 369.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 369.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 2.173353433609009,
+      "train/diffusion_loss": 0.5490354299545288
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 1.7182809114456177,
+      "train/diffusion_loss": 0.49645817279815674
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 1.4835420846939087,
+      "train/diffusion_loss": 0.49755993485450745
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 1.6301147937774658,
+      "train/diffusion_loss": 0.5198244452476501
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 1.6098401546478271,
+      "train/diffusion_loss": 0.529997706413269
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 1.6344743967056274,
+      "train/diffusion_loss": 0.5818561911582947
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 1.2780234813690186,
+      "train/diffusion_loss": 0.5024876594543457
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 1.3284450769424438,
+      "train/diffusion_loss": 0.5230327844619751
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 1.4698961973190308,
+      "train/diffusion_loss": 0.46080660820007324
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 1.511343240737915,
+      "train/diffusion_loss": 0.5210186839103699
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 1.7753413915634155,
+      "train/diffusion_loss": 0.534769594669342
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 0.8588709677419355,
+      "step": 71
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/ce_loss": 1.3071261644363403,
+      "train/diffusion_loss": 0.4583006501197815
+    },
+    {
+      "epoch": 0.8588709677419355,
+      "step": 71,
+      "train/learning_rate_real": 4.825940063245572e-05
+    },
+    {
+      "debug/num_lat_loss": 200.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 200.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 1.745290756225586,
+      "train/diffusion_loss": 0.4955753684043884
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 2.2676918506622314,
+      "train/diffusion_loss": 0.6044869422912598
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 1.7662650346755981,
+      "train/diffusion_loss": 0.5245275497436523
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 1.4945629835128784,
+      "train/diffusion_loss": 0.5637869238853455
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 1.9566727876663208,
+      "train/diffusion_loss": 0.5809062123298645
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 1.9239915609359741,
+      "train/diffusion_loss": 0.5575196146965027
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 1.451948642730713,
+      "train/diffusion_loss": 0.5147767066955566
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 1.5961065292358398,
+      "train/diffusion_loss": 0.5757327079772949
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 367.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 367.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 1.9205150604248047,
+      "train/diffusion_loss": 0.5662267804145813
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 376.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 376.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 1.655320644378662,
+      "train/diffusion_loss": 0.49722567200660706
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 1.8829474449157715,
+      "train/diffusion_loss": 0.5457789897918701
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 0.8709677419354839,
+      "step": 72
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/ce_loss": 1.5232404470443726,
+      "train/diffusion_loss": 0.518482506275177
+    },
+    {
+      "epoch": 0.8709677419354839,
+      "step": 72,
+      "train/learning_rate_real": 4.818383951366729e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.5892276763916016,
+      "train/diffusion_loss": 0.5428735613822937
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.5913102626800537,
+      "train/diffusion_loss": 0.5649746656417847
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 165.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 165.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.180794596672058,
+      "train/diffusion_loss": 0.474827378988266
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.0932284593582153,
+      "train/diffusion_loss": 0.5093151926994324
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.278886318206787,
+      "train/diffusion_loss": 0.4732772409915924
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.68351411819458,
+      "train/diffusion_loss": 0.48293495178222656
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.837795376777649,
+      "train/diffusion_loss": 0.5723070502281189
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.1004714965820312,
+      "train/diffusion_loss": 0.49194949865341187
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.1527286767959595,
+      "train/diffusion_loss": 0.47779136896133423
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.3225922584533691,
+      "train/diffusion_loss": 0.5047407746315002
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.629544973373413,
+      "train/diffusion_loss": 0.636268138885498
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 0.8830645161290323,
+      "step": 73
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/ce_loss": 1.3858426809310913,
+      "train/diffusion_loss": 0.5066034197807312
+    },
+    {
+      "epoch": 0.8830645161290323,
+      "step": 73,
+      "train/learning_rate_real": 4.81067347007999e-05
+    },
+    {
+      "debug/num_lat_loss": 233.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 233.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 1.77415132522583,
+      "train/diffusion_loss": 0.5232221484184265
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 1.691660761833191,
+      "train/diffusion_loss": 0.5852490067481995
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 51.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 51.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 0.8609191179275513,
+      "train/diffusion_loss": 0.47425782680511475
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 1.4003360271453857,
+      "train/diffusion_loss": 0.5635787844657898
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 366.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 366.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 1.5444377660751343,
+      "train/diffusion_loss": 0.514651358127594
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 1.7624175548553467,
+      "train/diffusion_loss": 0.6329922676086426
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 360.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 360.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 1.574380874633789,
+      "train/diffusion_loss": 0.5601447820663452
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 1.5499107837677002,
+      "train/diffusion_loss": 0.5784157514572144
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 187.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 187.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 1.6852062940597534,
+      "train/diffusion_loss": 0.5762866735458374
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 1.446070909500122,
+      "train/diffusion_loss": 0.4975164234638214
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 370.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 370.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 1.8676683902740479,
+      "train/diffusion_loss": 0.5338131189346313
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 0.8951612903225806,
+      "step": 74
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/ce_loss": 1.1463110446929932,
+      "train/diffusion_loss": 0.5127038359642029
+    },
+    {
+      "epoch": 0.8951612903225806,
+      "step": 74,
+      "train/learning_rate_real": 4.802809132787125e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.1586607694625854,
+      "train/diffusion_loss": 0.48681461811065674
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.5749404430389404,
+      "train/diffusion_loss": 0.5393518209457397
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.9294276237487793,
+      "train/diffusion_loss": 0.5115532279014587
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.496016502380371,
+      "train/diffusion_loss": 0.5636526346206665
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.5735595226287842,
+      "train/diffusion_loss": 0.5213931798934937
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.1975165605545044,
+      "train/diffusion_loss": 0.5128669738769531
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.1121528148651123,
+      "train/diffusion_loss": 0.5533705353736877
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.6347757577896118,
+      "train/diffusion_loss": 0.5556036829948425
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.3737725019454956,
+      "train/diffusion_loss": 0.5449516773223877
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.6597423553466797,
+      "train/diffusion_loss": 0.47628253698349
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 213.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 213.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.40324866771698,
+      "train/diffusion_loss": 0.571281909942627
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 0.907258064516129,
+      "step": 75
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/ce_loss": 1.4879807233810425,
+      "train/diffusion_loss": 0.4614233076572418
+    },
+    {
+      "epoch": 0.907258064516129,
+      "step": 75,
+      "train/learning_rate_real": 4.794791463134399e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.085963487625122,
+      "train/diffusion_loss": 0.5125476717948914
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.1540911197662354,
+      "train/diffusion_loss": 0.4868369996547699
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.0661804676055908,
+      "train/diffusion_loss": 0.4774639308452606
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.1792566776275635,
+      "train/diffusion_loss": 0.46421220898628235
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.492120623588562,
+      "train/diffusion_loss": 0.5408106446266174
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.381651520729065,
+      "train/diffusion_loss": 0.5360231399536133
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.3229948282241821,
+      "train/diffusion_loss": 0.5097266435623169
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 187.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 187.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.3855634927749634,
+      "train/diffusion_loss": 0.4668542742729187
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.376714825630188,
+      "train/diffusion_loss": 0.5230985283851624
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.1336565017700195,
+      "train/diffusion_loss": 0.6025781631469727
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.4873504638671875,
+      "train/diffusion_loss": 0.5135525465011597
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 0.9193548387096774,
+      "step": 76
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/ce_loss": 1.702512502670288,
+      "train/diffusion_loss": 0.4858746826648712
+    },
+    {
+      "epoch": 0.9193548387096774,
+      "step": 76,
+      "train/learning_rate_real": 4.786620994977695e-05
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 403.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 403.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 1.9271597862243652,
+      "train/diffusion_loss": 0.5312293171882629
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 56.0,
+      "debug/num_lat_total": 185.0,
+      "debug/num_tok_loss": 56.0,
+      "debug/num_tok_total": 185.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 0.8852656483650208,
+      "train/diffusion_loss": 0.4639613628387451
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 1.9777122735977173,
+      "train/diffusion_loss": 0.5481635332107544
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 175.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 175.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 1.880782127380371,
+      "train/diffusion_loss": 0.5679343938827515
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 1.8102387189865112,
+      "train/diffusion_loss": 0.5585530400276184
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 1.5024933815002441,
+      "train/diffusion_loss": 0.5835935473442078
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 1.485199213027954,
+      "train/diffusion_loss": 0.5156592726707458
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 0.7398017644882202,
+      "train/diffusion_loss": 0.567991316318512
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 1.3592013120651245,
+      "train/diffusion_loss": 0.5080833435058594
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 1.4217228889465332,
+      "train/diffusion_loss": 0.5199586153030396
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 236.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 236.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 2.0020384788513184,
+      "train/diffusion_loss": 0.5128228068351746
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 0.9314516129032258,
+      "step": 77
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/ce_loss": 1.0982798337936401,
+      "train/diffusion_loss": 0.4823872148990631
+    },
+    {
+      "epoch": 0.9314516129032258,
+      "step": 77,
+      "train/learning_rate_real": 4.778298272346976e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.5488113164901733,
+      "train/diffusion_loss": 0.48198989033699036
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.0363489389419556,
+      "train/diffusion_loss": 0.5192056894302368
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.752813696861267,
+      "train/diffusion_loss": 0.5243103504180908
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.9627093076705933,
+      "train/diffusion_loss": 0.5120344161987305
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.5169564485549927,
+      "train/diffusion_loss": 0.4754646122455597
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.309350848197937,
+      "train/diffusion_loss": 0.6507924795150757
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 160.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 160.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.2267261743545532,
+      "train/diffusion_loss": 0.5355270504951477
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.817686915397644,
+      "train/diffusion_loss": 0.5259513854980469
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.02403724193573,
+      "train/diffusion_loss": 0.4951596260070801
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.5785022974014282,
+      "train/diffusion_loss": 0.5494474768638611
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.2824597358703613,
+      "train/diffusion_loss": 0.515421450138092
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 0.9435483870967742,
+      "step": 78
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/ce_loss": 1.6471229791641235,
+      "train/diffusion_loss": 0.4777858257293701
+    },
+    {
+      "epoch": 0.9435483870967742,
+      "step": 78,
+      "train/learning_rate_real": 4.7698238494100536e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 208.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 208.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 1.3025801181793213,
+      "train/diffusion_loss": 0.4929339587688446
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 1.5198546648025513,
+      "train/diffusion_loss": 0.4951966106891632
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 1.5940577983856201,
+      "train/diffusion_loss": 0.5575482249259949
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 1.573048710823059,
+      "train/diffusion_loss": 0.5429182052612305
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 1.0585730075836182,
+      "train/diffusion_loss": 0.5604705810546875
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 1.9284292459487915,
+      "train/diffusion_loss": 0.5563486218452454
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 1.6487576961517334,
+      "train/diffusion_loss": 0.5591870546340942
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "debug/num_lat_loss": 198.0,
+      "debug/num_lat_total": 378.0,
+      "debug/num_tok_loss": 198.0,
+      "debug/num_tok_total": 378.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 1.798632264137268,
+      "train/diffusion_loss": 0.5669209361076355
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 1.7538952827453613,
+      "train/diffusion_loss": 0.5266342759132385
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "debug/num_lat_loss": 231.0,
+      "debug/num_lat_total": 425.0,
+      "debug/num_tok_loss": 231.0,
+      "debug/num_tok_total": 425.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 1.8617407083511353,
+      "train/diffusion_loss": 0.5289421677589417
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 1.462026596069336,
+      "train/diffusion_loss": 0.5547139644622803
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 0.9556451612903226,
+      "step": 79
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/ce_loss": 0.9973288774490356,
+      "train/diffusion_loss": 0.5127831697463989
+    },
+    {
+      "epoch": 0.9556451612903226,
+      "step": 79,
+      "train/learning_rate_real": 4.7611982904356954e-05
+    },
+    {
+      "epoch": 0.967741935483871,
+      "grad_norm": 19.665199279785156,
+      "learning_rate": 4.7611982904356954e-05,
+      "loss": 22.0447,
+      "step": 80
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.320358395576477,
+      "train/diffusion_loss": 0.4872244596481323
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.3931822776794434,
+      "train/diffusion_loss": 0.5688906908035278
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.5772181749343872,
+      "train/diffusion_loss": 0.5290341973304749
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.362760305404663,
+      "train/diffusion_loss": 0.538104772567749
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.1791050434112549,
+      "train/diffusion_loss": 0.5603547692298889
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.8677927255630493,
+      "train/diffusion_loss": 0.5182486772537231
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.6702687740325928,
+      "train/diffusion_loss": 0.5137757062911987
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.837505578994751,
+      "train/diffusion_loss": 0.5080706477165222
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.6935031414031982,
+      "train/diffusion_loss": 0.47842586040496826
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.3784880638122559,
+      "train/diffusion_loss": 0.5203537940979004
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.7490981817245483,
+      "train/diffusion_loss": 0.5255493521690369
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 145.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 145.0,
+      "epoch": 0.967741935483871,
+      "step": 80
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/ce_loss": 1.3531813621520996,
+      "train/diffusion_loss": 0.5150876641273499
+    },
+    {
+      "epoch": 0.967741935483871,
+      "step": 80,
+      "train/learning_rate_real": 4.752422169756048e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.0691444873809814,
+      "train/diffusion_loss": 0.48622754216194153
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.4420047998428345,
+      "train/diffusion_loss": 0.5766739845275879
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.6800459623336792,
+      "train/diffusion_loss": 0.5226359367370605
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 390.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 390.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.9145663976669312,
+      "train/diffusion_loss": 0.6249521970748901
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.3643765449523926,
+      "train/diffusion_loss": 0.5254911780357361
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.2797900438308716,
+      "train/diffusion_loss": 0.5011081695556641
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.3219822645187378,
+      "train/diffusion_loss": 0.599773645401001
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 202.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 202.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.9698083400726318,
+      "train/diffusion_loss": 0.49278372526168823
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.4208605289459229,
+      "train/diffusion_loss": 0.4725566506385803
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 409.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 409.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.604824185371399,
+      "train/diffusion_loss": 0.5342664122581482
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.5599820613861084,
+      "train/diffusion_loss": 0.5463627576828003
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 203.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 203.0,
+      "epoch": 0.9798387096774194,
+      "step": 81
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/ce_loss": 1.1378865242004395,
+      "train/diffusion_loss": 0.46633481979370117
+    },
+    {
+      "epoch": 0.9798387096774194,
+      "step": 81,
+      "train/learning_rate_real": 4.743496071728396e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 0.9919354838709677,
+      "step": 82
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/ce_loss": 1.3122670650482178,
+      "train/diffusion_loss": 0.5545838475227356
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/learning_rate_real": 4.7344205906962555e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 0.9919354838709677,
+      "step": 82
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/ce_loss": 1.3469737768173218,
+      "train/diffusion_loss": 0.5163094401359558
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/learning_rate_real": 4.7344205906962555e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 0.9919354838709677,
+      "step": 82
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/ce_loss": 1.5728397369384766,
+      "train/diffusion_loss": 0.5842814445495605
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/learning_rate_real": 4.7344205906962555e-05
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 0.9919354838709677,
+      "step": 82
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/ce_loss": 1.3525817394256592,
+      "train/diffusion_loss": 0.5359070897102356
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/learning_rate_real": 4.7344205906962555e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 0.9919354838709677,
+      "step": 82
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/ce_loss": 1.8435925245285034,
+      "train/diffusion_loss": 0.5276922583580017
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/learning_rate_real": 4.7344205906962555e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 0.9919354838709677,
+      "step": 82
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/ce_loss": 1.246735692024231,
+      "train/diffusion_loss": 0.4735977053642273
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/learning_rate_real": 4.7344205906962555e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 330.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 330.0,
+      "epoch": 0.9919354838709677,
+      "step": 82
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/ce_loss": 1.4444688558578491,
+      "train/diffusion_loss": 0.5161832571029663
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/learning_rate_real": 4.7344205906962555e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 0.9919354838709677,
+      "step": 82
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/ce_loss": 1.5525550842285156,
+      "train/diffusion_loss": 0.5067034959793091
+    },
+    {
+      "epoch": 0.9919354838709677,
+      "step": 82,
+      "train/learning_rate_real": 4.7344205906962555e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 1.2296733856201172,
+      "train/diffusion_loss": 0.5215474367141724
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 77.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 77.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 0.9902817010879517,
+      "train/diffusion_loss": 0.4367140233516693
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 390.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 390.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 1.8397533893585205,
+      "train/diffusion_loss": 0.5128751993179321
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 1.6985218524932861,
+      "train/diffusion_loss": 0.5405845046043396
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 1.2310295104980469,
+      "train/diffusion_loss": 0.5264806151390076
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 1.3848315477371216,
+      "train/diffusion_loss": 0.5290747284889221
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 1.7019357681274414,
+      "train/diffusion_loss": 0.49757999181747437
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 1.4642118215560913,
+      "train/diffusion_loss": 0.5482897758483887
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 1.4351894855499268,
+      "train/diffusion_loss": 0.5019649863243103
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 1.5797532796859741,
+      "train/diffusion_loss": 0.5651229619979858
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 1.73291015625,
+      "train/diffusion_loss": 0.465643048286438
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 1.0,
+      "step": 83
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/ce_loss": 1.5940321683883667,
+      "train/diffusion_loss": 0.5384246110916138
+    },
+    {
+      "epoch": 1.0,
+      "step": 83,
+      "train/learning_rate_real": 4.725196330949797e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 1.240775465965271,
+      "train/diffusion_loss": 0.5575153827667236
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 1.3346962928771973,
+      "train/diffusion_loss": 0.5038926601409912
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 1.5398703813552856,
+      "train/diffusion_loss": 0.5856960415840149
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 1.5198780298233032,
+      "train/diffusion_loss": 0.4894852936267853
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 1.8757354021072388,
+      "train/diffusion_loss": 0.5136920213699341
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 1.454872727394104,
+      "train/diffusion_loss": 0.5754467844963074
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 1.1840299367904663,
+      "train/diffusion_loss": 0.4527629613876343
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 1.5748087167739868,
+      "train/diffusion_loss": 0.52840656042099
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 1.0046449899673462,
+      "train/diffusion_loss": 0.46382543444633484
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 1.1666663885116577,
+      "train/diffusion_loss": 0.5004175901412964
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 0.9792804718017578,
+      "train/diffusion_loss": 0.43851038813591003
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 1.0120967741935485,
+      "step": 84
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/ce_loss": 2.032919406890869,
+      "train/diffusion_loss": 0.5461496710777283
+    },
+    {
+      "epoch": 1.0120967741935485,
+      "step": 84,
+      "train/learning_rate_real": 4.715823906685609e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 1.3570959568023682,
+      "train/diffusion_loss": 0.4961813986301422
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 370.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 370.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 1.6749067306518555,
+      "train/diffusion_loss": 0.52127605676651
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 1.4014993906021118,
+      "train/diffusion_loss": 0.5845349431037903
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 1.3121662139892578,
+      "train/diffusion_loss": 0.4584371745586395
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 1.051250696182251,
+      "train/diffusion_loss": 0.49859514832496643
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 1.0699206590652466,
+      "train/diffusion_loss": 0.4736267924308777
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 1.1190439462661743,
+      "train/diffusion_loss": 0.5321226716041565
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 1.6294111013412476,
+      "train/diffusion_loss": 0.6829034090042114
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 0.9918109178543091,
+      "train/diffusion_loss": 0.4720742106437683
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 1.0720810890197754,
+      "train/diffusion_loss": 0.4970490634441376
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 1.3564387559890747,
+      "train/diffusion_loss": 0.4997172951698303
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 1.0241935483870968,
+      "step": 85
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/ce_loss": 1.0397928953170776,
+      "train/diffusion_loss": 0.5199552178382874
+    },
+    {
+      "epoch": 1.0241935483870968,
+      "step": 85,
+      "train/learning_rate_real": 4.7063039419658035e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 1.8533596992492676,
+      "train/diffusion_loss": 0.5484426617622375
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 1.664413571357727,
+      "train/diffusion_loss": 0.5537100434303284
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 1.420528769493103,
+      "train/diffusion_loss": 0.5453803539276123
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 1.6191191673278809,
+      "train/diffusion_loss": 0.5529050827026367
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 1.5463485717773438,
+      "train/diffusion_loss": 0.5155957341194153
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 225.0,
+      "debug/num_lat_total": 403.0,
+      "debug/num_tok_loss": 225.0,
+      "debug/num_tok_total": 403.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 1.7438398599624634,
+      "train/diffusion_loss": 0.4982067942619324
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 1.09371018409729,
+      "train/diffusion_loss": 0.5143712162971497
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 1.0824408531188965,
+      "train/diffusion_loss": 0.513426661491394
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 0.9860891103744507,
+      "train/diffusion_loss": 0.49958428740501404
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 67.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 67.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 0.8273792266845703,
+      "train/diffusion_loss": 0.39088889956474304
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 1.4916880130767822,
+      "train/diffusion_loss": 0.5809319019317627
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 1.0362903225806452,
+      "step": 86
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/ce_loss": 1.5981357097625732,
+      "train/diffusion_loss": 0.5126990675926208
+    },
+    {
+      "epoch": 1.0362903225806452,
+      "step": 86,
+      "train/learning_rate_real": 4.696637070676462e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 1.7059839963912964,
+      "train/diffusion_loss": 0.470055490732193
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 0.745465099811554,
+      "train/diffusion_loss": 0.3493420481681824
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 1.2028287649154663,
+      "train/diffusion_loss": 0.43769747018814087
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 1.253085970878601,
+      "train/diffusion_loss": 0.4825722873210907
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 195.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 195.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 1.4685887098312378,
+      "train/diffusion_loss": 0.5470799803733826
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 1.5263067483901978,
+      "train/diffusion_loss": 0.5494822263717651
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 175.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 175.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 1.7099413871765137,
+      "train/diffusion_loss": 0.5158454179763794
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 66.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 66.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 0.7904918789863586,
+      "train/diffusion_loss": 0.4185691177845001
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 1.455012321472168,
+      "train/diffusion_loss": 0.46740907430648804
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 1.1963077783584595,
+      "train/diffusion_loss": 0.5549489855766296
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 1.2982196807861328,
+      "train/diffusion_loss": 0.47354334592819214
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 1.0483870967741935,
+      "step": 87
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/ce_loss": 1.0591579675674438,
+      "train/diffusion_loss": 0.4741731584072113
+    },
+    {
+      "epoch": 1.0483870967741935,
+      "step": 87,
+      "train/learning_rate_real": 4.686823936485426e-05
+    },
+    {
+      "debug/num_lat_loss": 184.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 184.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 1.9168384075164795,
+      "train/diffusion_loss": 0.49943169951438904
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 1.1817978620529175,
+      "train/diffusion_loss": 0.5186988115310669
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 51.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 51.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 0.6855859756469727,
+      "train/diffusion_loss": 0.37830132246017456
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 1.8192002773284912,
+      "train/diffusion_loss": 0.5322985649108887
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 0.8637076020240784,
+      "train/diffusion_loss": 0.5423901677131653
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 1.6988914012908936,
+      "train/diffusion_loss": 0.5383769273757935
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 64.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 64.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 1.1434922218322754,
+      "train/diffusion_loss": 0.5108602046966553
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 1.64107084274292,
+      "train/diffusion_loss": 0.5028913021087646
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 85.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 85.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 0.8573377728462219,
+      "train/diffusion_loss": 0.44600096344947815
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 1.4569675922393799,
+      "train/diffusion_loss": 0.5815331339836121
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 1.7531204223632812,
+      "train/diffusion_loss": 0.5362889170646667
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 1.060483870967742,
+      "step": 88
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/ce_loss": 1.5489932298660278,
+      "train/diffusion_loss": 0.5234847068786621
+    },
+    {
+      "epoch": 1.060483870967742,
+      "step": 88,
+      "train/learning_rate_real": 4.6768651927994434e-05
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 0.8691627383232117,
+      "train/diffusion_loss": 0.48348766565322876
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 1.2936569452285767,
+      "train/diffusion_loss": 0.48424938321113586
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 1.3236674070358276,
+      "train/diffusion_loss": 0.5363913178443909
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 1.089603066444397,
+      "train/diffusion_loss": 0.5325454473495483
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 1.1857008934020996,
+      "train/diffusion_loss": 0.5078406929969788
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 1.143099308013916,
+      "train/diffusion_loss": 0.4844749867916107
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 1.350416898727417,
+      "train/diffusion_loss": 0.5110579133033752
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 1.344884991645813,
+      "train/diffusion_loss": 0.497545450925827
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 1.9111788272857666,
+      "train/diffusion_loss": 0.5511346459388733
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 1.2709647417068481,
+      "train/diffusion_loss": 0.46633926033973694
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 1.098212480545044,
+      "train/diffusion_loss": 0.506322979927063
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 1.0725806451612903,
+      "step": 89
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/ce_loss": 1.7365880012512207,
+      "train/diffusion_loss": 0.49580004811286926
+    },
+    {
+      "epoch": 1.0725806451612903,
+      "step": 89,
+      "train/learning_rate_real": 4.6667615027206564e-05
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "grad_norm": 21.38189125061035,
+      "learning_rate": 4.6667615027206564e-05,
+      "loss": 20.2338,
+      "step": 90
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 1.5047848224639893,
+      "train/diffusion_loss": 0.5698013305664062
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 1.4910080432891846,
+      "train/diffusion_loss": 0.6388046741485596
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 198.0,
+      "debug/num_lat_total": 378.0,
+      "debug/num_tok_loss": 198.0,
+      "debug/num_tok_total": 378.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 1.6082427501678467,
+      "train/diffusion_loss": 0.5825513601303101
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 1.499441385269165,
+      "train/diffusion_loss": 0.5264826416969299
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 1.5933842658996582,
+      "train/diffusion_loss": 0.559367299079895
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 1.3224332332611084,
+      "train/diffusion_loss": 0.5090556144714355
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 1.7183215618133545,
+      "train/diffusion_loss": 0.5064161419868469
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 1.3642431497573853,
+      "train/diffusion_loss": 0.4866766631603241
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 366.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 366.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 1.9709692001342773,
+      "train/diffusion_loss": 0.5478529930114746
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 47.0,
+      "debug/num_lat_total": 160.0,
+      "debug/num_tok_loss": 47.0,
+      "debug/num_tok_total": 160.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 0.4660544991493225,
+      "train/diffusion_loss": 0.3815861940383911
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 1.1991826295852661,
+      "train/diffusion_loss": 0.4855090081691742
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 1.0846774193548387,
+      "step": 90
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/ce_loss": 1.6332898139953613,
+      "train/diffusion_loss": 0.5032152533531189
+    },
+    {
+      "epoch": 1.0846774193548387,
+      "step": 90,
+      "train/learning_rate_real": 4.6565135390024515e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 1.1542164087295532,
+      "train/diffusion_loss": 0.4942987859249115
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 1.4384516477584839,
+      "train/diffusion_loss": 0.5422335863113403
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 1.5379831790924072,
+      "train/diffusion_loss": 0.49204111099243164
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 330.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 330.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 1.2814825773239136,
+      "train/diffusion_loss": 0.5077252984046936
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 1.436281681060791,
+      "train/diffusion_loss": 0.46678847074508667
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 1.0265084505081177,
+      "train/diffusion_loss": 0.5249958634376526
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 1.4061570167541504,
+      "train/diffusion_loss": 0.5625000596046448
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 1.2249019145965576,
+      "train/diffusion_loss": 0.4817236363887787
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 395.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 395.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 1.7772021293640137,
+      "train/diffusion_loss": 0.5487990379333496
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 1.4534797668457031,
+      "train/diffusion_loss": 0.5919361710548401
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 1.7817819118499756,
+      "train/diffusion_loss": 0.5686343312263489
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 1.096774193548387,
+      "step": 91
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/ce_loss": 0.8670778870582581,
+      "train/diffusion_loss": 0.5043898820877075
+    },
+    {
+      "epoch": 1.096774193548387,
+      "step": 91,
+      "train/learning_rate_real": 4.6461219840046654e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 1.7260857820510864,
+      "train/diffusion_loss": 0.5878546833992004
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 0.9900949597358704,
+      "train/diffusion_loss": 0.5102310180664062
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 1.2952896356582642,
+      "train/diffusion_loss": 0.5256538987159729
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 216.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 216.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 1.295853614807129,
+      "train/diffusion_loss": 0.4497235417366028
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 1.8370730876922607,
+      "train/diffusion_loss": 0.4880353808403015
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 1.3639941215515137,
+      "train/diffusion_loss": 0.5459856986999512
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 1.6063344478607178,
+      "train/diffusion_loss": 0.5215104222297668
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 187.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 187.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 1.142042636871338,
+      "train/diffusion_loss": 0.4817342758178711
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 1.519058108329773,
+      "train/diffusion_loss": 0.5531262755393982
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 1.1415935754776,
+      "train/diffusion_loss": 0.5209449529647827
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 50.0,
+      "debug/num_lat_total": 163.0,
+      "debug/num_tok_loss": 50.0,
+      "debug/num_tok_total": 163.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 0.6596529483795166,
+      "train/diffusion_loss": 0.3919638991355896
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 1.1088709677419355,
+      "step": 92
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/ce_loss": 1.6775869131088257,
+      "train/diffusion_loss": 0.49148470163345337
+    },
+    {
+      "epoch": 1.1088709677419355,
+      "step": 92,
+      "train/learning_rate_real": 4.635587529648146e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 1.3736149072647095,
+      "train/diffusion_loss": 0.5342556834220886
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 219.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 219.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 1.4949321746826172,
+      "train/diffusion_loss": 0.49258649349212646
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 1.7192437648773193,
+      "train/diffusion_loss": 0.5635573863983154
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 1.0415301322937012,
+      "train/diffusion_loss": 0.4274056553840637
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 175.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 175.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 1.3122684955596924,
+      "train/diffusion_loss": 0.5444830656051636
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 0.9625457525253296,
+      "train/diffusion_loss": 0.49077433347702026
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 1.2866054773330688,
+      "train/diffusion_loss": 0.5574918985366821
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 1.3493152856826782,
+      "train/diffusion_loss": 0.5360496044158936
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 1.3734209537506104,
+      "train/diffusion_loss": 0.5085147619247437
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 1.3408331871032715,
+      "train/diffusion_loss": 0.5152802467346191
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 198.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 198.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 1.254447102546692,
+      "train/diffusion_loss": 0.51080322265625
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 1.120967741935484,
+      "step": 93
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/ce_loss": 1.7899800539016724,
+      "train/diffusion_loss": 0.6001300811767578
+    },
+    {
+      "epoch": 1.120967741935484,
+      "step": 93,
+      "train/learning_rate_real": 4.6249108773686846e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 1.4814835786819458,
+      "train/diffusion_loss": 0.5179404616355896
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 1.5221612453460693,
+      "train/diffusion_loss": 0.5286655426025391
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 1.5568033456802368,
+      "train/diffusion_loss": 0.5658398270606995
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 0.9542676210403442,
+      "train/diffusion_loss": 0.47837868332862854
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 1.4131189584732056,
+      "train/diffusion_loss": 0.5041096210479736
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 1.435260534286499,
+      "train/diffusion_loss": 0.503135621547699
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 0.6827585697174072,
+      "train/diffusion_loss": 0.49669086933135986
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 1.4780455827713013,
+      "train/diffusion_loss": 0.5113240480422974
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 1.5851027965545654,
+      "train/diffusion_loss": 0.5085015296936035
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 1.796790361404419,
+      "train/diffusion_loss": 0.5871281027793884
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 1.1307920217514038,
+      "train/diffusion_loss": 0.5849626064300537
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 1.1330645161290323,
+      "step": 94
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/ce_loss": 1.8409074544906616,
+      "train/diffusion_loss": 0.594748318195343
+    },
+    {
+      "epoch": 1.1330645161290323,
+      "step": 94,
+      "train/learning_rate_real": 4.61409273807031e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 1.560128092765808,
+      "train/diffusion_loss": 0.5912137627601624
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 0.9616951942443848,
+      "train/diffusion_loss": 0.4777088761329651
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 1.3827682733535767,
+      "train/diffusion_loss": 0.5640930533409119
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 1.20222806930542,
+      "train/diffusion_loss": 0.4970642626285553
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 1.4571973085403442,
+      "train/diffusion_loss": 0.5288878083229065
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 1.2367664575576782,
+      "train/diffusion_loss": 0.5206260085105896
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 1.533082365989685,
+      "train/diffusion_loss": 0.46772295236587524
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 1.194365382194519,
+      "train/diffusion_loss": 0.5647178292274475
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 1.9590469598770142,
+      "train/diffusion_loss": 0.5829447507858276
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 1.587975263595581,
+      "train/diffusion_loss": 0.46682631969451904
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 54.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 54.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 0.6779488921165466,
+      "train/diffusion_loss": 0.43219488859176636
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 1.1451612903225807,
+      "step": 95
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/ce_loss": 1.4025285243988037,
+      "train/diffusion_loss": 0.45281291007995605
+    },
+    {
+      "epoch": 1.1451612903225807,
+      "step": 95,
+      "train/learning_rate_real": 4.6031338320779534e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 1.463988184928894,
+      "train/diffusion_loss": 0.48570066690444946
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 0.9602218270301819,
+      "train/diffusion_loss": 0.5048131942749023
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 0.9167879819869995,
+      "train/diffusion_loss": 0.4611378312110901
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 1.3556773662567139,
+      "train/diffusion_loss": 0.5238284468650818
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 1.4206122159957886,
+      "train/diffusion_loss": 0.5165532231330872
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 0.9239596128463745,
+      "train/diffusion_loss": 0.44852909445762634
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 1.446716070175171,
+      "train/diffusion_loss": 0.4787500500679016
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 1.5181738138198853,
+      "train/diffusion_loss": 0.5292366743087769
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 1.8131544589996338,
+      "train/diffusion_loss": 0.5809306502342224
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 1.3876537084579468,
+      "train/diffusion_loss": 0.5112314224243164
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 0.9538710117340088,
+      "train/diffusion_loss": 0.4894598722457886
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 1.157258064516129,
+      "step": 96
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/ce_loss": 1.3863378763198853,
+      "train/diffusion_loss": 0.5205596089363098
+    },
+    {
+      "epoch": 1.157258064516129,
+      "step": 96,
+      "train/learning_rate_real": 4.592034889089482e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.5541671514511108,
+      "train/diffusion_loss": 0.5654401779174805
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.4326244592666626,
+      "train/diffusion_loss": 0.573126494884491
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.0138484239578247,
+      "train/diffusion_loss": 0.3991602957248688
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.3798191547393799,
+      "train/diffusion_loss": 0.5040032267570496
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.0800321102142334,
+      "train/diffusion_loss": 0.5241471529006958
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.6658607721328735,
+      "train/diffusion_loss": 0.5569984912872314
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 166.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 166.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.3088209629058838,
+      "train/diffusion_loss": 0.5191243886947632
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.450735092163086,
+      "train/diffusion_loss": 0.5153787732124329
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.5479633808135986,
+      "train/diffusion_loss": 0.500343382358551
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.602148413658142,
+      "train/diffusion_loss": 0.5298641920089722
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.6514922380447388,
+      "train/diffusion_loss": 0.5519142746925354
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 1.1693548387096775,
+      "step": 97
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/ce_loss": 1.241931676864624,
+      "train/diffusion_loss": 0.4678030014038086
+    },
+    {
+      "epoch": 1.1693548387096775,
+      "step": 97,
+      "train/learning_rate_real": 4.580796648127118e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 1.3750414848327637,
+      "train/diffusion_loss": 0.47034958004951477
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 1.3343027830123901,
+      "train/diffusion_loss": 0.474678099155426
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 380.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 380.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 1.1670784950256348,
+      "train/diffusion_loss": 0.5244885683059692
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 1.521100640296936,
+      "train/diffusion_loss": 0.5198331475257874
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 1.272140383720398,
+      "train/diffusion_loss": 0.5681442022323608
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 176.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 176.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 1.493209958076477,
+      "train/diffusion_loss": 0.47992658615112305
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 1.239856243133545,
+      "train/diffusion_loss": 0.5347633361816406
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 1.5029528141021729,
+      "train/diffusion_loss": 0.5340082049369812
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 1.5011374950408936,
+      "train/diffusion_loss": 0.58625328540802
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 56.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 56.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 0.9466620683670044,
+      "train/diffusion_loss": 0.3948526680469513
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 79.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 79.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 0.8351975083351135,
+      "train/diffusion_loss": 0.5120096802711487
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 1.1814516129032258,
+      "step": 98
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/ce_loss": 1.1281341314315796,
+      "train/diffusion_loss": 0.49549710750579834
+    },
+    {
+      "epoch": 1.1814516129032258,
+      "step": 98,
+      "train/learning_rate_real": 4.569419857488228e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.4806679487228394,
+      "train/diffusion_loss": 0.5182763338088989
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.8015191555023193,
+      "train/diffusion_loss": 0.5381875038146973
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.211181640625,
+      "train/diffusion_loss": 0.49810925126075745
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.3779112100601196,
+      "train/diffusion_loss": 0.45743706822395325
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.357203483581543,
+      "train/diffusion_loss": 0.5376929044723511
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.4152270555496216,
+      "train/diffusion_loss": 0.46708813309669495
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.48441743850708,
+      "train/diffusion_loss": 0.5883439183235168
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.5471875667572021,
+      "train/diffusion_loss": 0.4957241415977478
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.1929203271865845,
+      "train/diffusion_loss": 0.5293594002723694
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.2208662033081055,
+      "train/diffusion_loss": 0.5150559544563293
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.2356700897216797,
+      "train/diffusion_loss": 0.6209814548492432
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 1.1935483870967742,
+      "step": 99
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/ce_loss": 1.1863934993743896,
+      "train/diffusion_loss": 0.45334699749946594
+    },
+    {
+      "epoch": 1.1935483870967742,
+      "step": 99,
+      "train/learning_rate_real": 4.5579052746954955e-05
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "grad_norm": 20.03416633605957,
+      "learning_rate": 4.5579052746954955e-05,
+      "loss": 20.787,
+      "step": 100
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 162.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 162.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 0.9250123500823975,
+      "train/diffusion_loss": 0.45123907923698425
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 1.4755983352661133,
+      "train/diffusion_loss": 0.5228145718574524
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 1.3652331829071045,
+      "train/diffusion_loss": 0.48468151688575745
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 1.4360336065292358,
+      "train/diffusion_loss": 0.5153949856758118
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 315.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 315.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 1.3325835466384888,
+      "train/diffusion_loss": 0.4873729944229126
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 1.1501773595809937,
+      "train/diffusion_loss": 0.4308027923107147
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 0.9200443625450134,
+      "train/diffusion_loss": 0.5040731430053711
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 1.1639680862426758,
+      "train/diffusion_loss": 0.5820878148078918
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 1.435905933380127,
+      "train/diffusion_loss": 0.5093358159065247
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 1.473732352256775,
+      "train/diffusion_loss": 0.5179921984672546
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 249.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 249.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 1.0384284257888794,
+      "train/diffusion_loss": 0.5147550702095032
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 1.2056451612903225,
+      "step": 100
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/ce_loss": 1.471651554107666,
+      "train/diffusion_loss": 0.49621355533599854
+    },
+    {
+      "epoch": 1.2056451612903225,
+      "step": 100,
+      "train/learning_rate_real": 4.546253666446484e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.5974026918411255,
+      "train/diffusion_loss": 0.4947083592414856
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.2127047777175903,
+      "train/diffusion_loss": 0.5035165548324585
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.5829888582229614,
+      "train/diffusion_loss": 0.49055027961730957
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.1473592519760132,
+      "train/diffusion_loss": 0.5131270289421082
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.6550161838531494,
+      "train/diffusion_loss": 0.563502311706543
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.5714579820632935,
+      "train/diffusion_loss": 0.5416783094406128
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.3762731552124023,
+      "train/diffusion_loss": 0.4953863024711609
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.5286606550216675,
+      "train/diffusion_loss": 0.5853400230407715
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.368495225906372,
+      "train/diffusion_loss": 0.548595666885376
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.1603507995605469,
+      "train/diffusion_loss": 0.4636937379837036
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.5448886156082153,
+      "train/diffusion_loss": 0.5502805709838867
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 1.217741935483871,
+      "step": 101
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/ce_loss": 1.499662160873413,
+      "train/diffusion_loss": 0.5393494367599487
+    },
+    {
+      "epoch": 1.217741935483871,
+      "step": 101,
+      "train/learning_rate_real": 4.534465808562587e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 1.4125620126724243,
+      "train/diffusion_loss": 0.5275847911834717
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 154.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 154.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 0.9181497097015381,
+      "train/diffusion_loss": 0.40104103088378906
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 1.7130941152572632,
+      "train/diffusion_loss": 0.604713499546051
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 1.5954489707946777,
+      "train/diffusion_loss": 0.5517227053642273
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 1.15861177444458,
+      "train/diffusion_loss": 0.5086172223091125
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 76.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 76.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 0.9753049612045288,
+      "train/diffusion_loss": 0.47735676169395447
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 1.5452362298965454,
+      "train/diffusion_loss": 0.5498141050338745
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 1.7658981084823608,
+      "train/diffusion_loss": 0.5704488158226013
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 1.07208251953125,
+      "train/diffusion_loss": 0.43279895186424255
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 1.1053804159164429,
+      "train/diffusion_loss": 0.5170276165008545
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 1.5386019945144653,
+      "train/diffusion_loss": 0.5450963973999023
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.2298387096774193,
+      "step": 102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/ce_loss": 1.3294302225112915,
+      "train/diffusion_loss": 0.4815872311592102
+    },
+    {
+      "epoch": 1.2298387096774193,
+      "step": 102,
+      "train/learning_rate_real": 4.522542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 1.2769843339920044,
+      "train/diffusion_loss": 0.592186689376831
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 1.4669855833053589,
+      "train/diffusion_loss": 0.5348654389381409
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 1.5062929391860962,
+      "train/diffusion_loss": 0.5619154572486877
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 1.1745922565460205,
+      "train/diffusion_loss": 0.5051935315132141
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 202.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 202.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 1.9126265048980713,
+      "train/diffusion_loss": 0.5635037422180176
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 58.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 58.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 0.7436018586158752,
+      "train/diffusion_loss": 0.481940358877182
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 1.284670114517212,
+      "train/diffusion_loss": 0.5398644208908081
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 1.606711506843567,
+      "train/diffusion_loss": 0.5437625646591187
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 1.168670654296875,
+      "train/diffusion_loss": 0.48952800035476685
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 1.6312071084976196,
+      "train/diffusion_loss": 0.6035465598106384
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 382.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 382.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 1.7823807001113892,
+      "train/diffusion_loss": 0.5278222560882568
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 1.2419354838709677,
+      "step": 103
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/ce_loss": 1.263104796409607,
+      "train/diffusion_loss": 0.4670836627483368
+    },
+    {
+      "epoch": 1.2419354838709677,
+      "step": 103,
+      "train/learning_rate_real": 4.5104844924843016e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 0.913974940776825,
+      "train/diffusion_loss": 0.44979748129844666
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 1.106399655342102,
+      "train/diffusion_loss": 0.600436270236969
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 233.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 233.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 1.6289381980895996,
+      "train/diffusion_loss": 0.5055108070373535
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 1.130543828010559,
+      "train/diffusion_loss": 0.5313946008682251
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 1.934861421585083,
+      "train/diffusion_loss": 0.6240276098251343
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 1.241595983505249,
+      "train/diffusion_loss": 0.4983806610107422
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 1.4306449890136719,
+      "train/diffusion_loss": 0.5043870806694031
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 1.3398889303207397,
+      "train/diffusion_loss": 0.5240494012832642
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 409.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 409.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 1.471052885055542,
+      "train/diffusion_loss": 0.49240556359291077
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 1.3270771503448486,
+      "train/diffusion_loss": 0.5025754570960999
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 1.6555275917053223,
+      "train/diffusion_loss": 0.5453030467033386
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 1.254032258064516,
+      "step": 104
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/ce_loss": 1.405115008354187,
+      "train/diffusion_loss": 0.5526540875434875
+    },
+    {
+      "epoch": 1.254032258064516,
+      "step": 104,
+      "train/learning_rate_real": 4.498292631083904e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 1.1483644247055054,
+      "train/diffusion_loss": 0.49322789907455444
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 315.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 315.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 1.6974610090255737,
+      "train/diffusion_loss": 0.5977365970611572
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 0.8421593904495239,
+      "train/diffusion_loss": 0.43628743290901184
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 1.7892099618911743,
+      "train/diffusion_loss": 0.5097580552101135
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 1.666723370552063,
+      "train/diffusion_loss": 0.5281655788421631
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 1.4673305749893188,
+      "train/diffusion_loss": 0.5750864744186401
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 1.1494314670562744,
+      "train/diffusion_loss": 0.41308343410491943
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 1.0123944282531738,
+      "train/diffusion_loss": 0.523797333240509
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 1.7401556968688965,
+      "train/diffusion_loss": 0.5157231688499451
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 1.5203795433044434,
+      "train/diffusion_loss": 0.5276236534118652
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 1.1796029806137085,
+      "train/diffusion_loss": 0.45222777128219604
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 1.2661290322580645,
+      "step": 105
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/ce_loss": 0.9021626114845276,
+      "train/diffusion_loss": 0.5345799326896667
+    },
+    {
+      "epoch": 1.2661290322580645,
+      "step": 105,
+      "train/learning_rate_real": 4.485967713530281e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 1.6356275081634521,
+      "train/diffusion_loss": 0.5152270793914795
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 193.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 193.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 1.5998979806900024,
+      "train/diffusion_loss": 0.49635961651802063
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 1.341734528541565,
+      "train/diffusion_loss": 0.4766331911087036
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 0.9718067646026611,
+      "train/diffusion_loss": 0.46123579144477844
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 1.30055570602417,
+      "train/diffusion_loss": 0.4787105619907379
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 1.2712724208831787,
+      "train/diffusion_loss": 0.4898416996002197
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 1.4669352769851685,
+      "train/diffusion_loss": 0.45795318484306335
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 1.4707087278366089,
+      "train/diffusion_loss": 0.5081231594085693
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 1.39926016330719,
+      "train/diffusion_loss": 0.4652847945690155
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 1.3980906009674072,
+      "train/diffusion_loss": 0.5588249564170837
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 387.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 387.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 1.2870948314666748,
+      "train/diffusion_loss": 0.5207955837249756
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 1.278225806451613,
+      "step": 106
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/ce_loss": 1.3742121458053589,
+      "train/diffusion_loss": 0.5033389925956726
+    },
+    {
+      "epoch": 1.278225806451613,
+      "step": 106,
+      "train/learning_rate_real": 4.4735105604770735e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.5019526481628418,
+      "train/diffusion_loss": 0.488092839717865
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.2512619495391846,
+      "train/diffusion_loss": 0.464057981967926
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.0904459953308105,
+      "train/diffusion_loss": 0.49416106939315796
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.240578532218933,
+      "train/diffusion_loss": 0.5333165526390076
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.1754751205444336,
+      "train/diffusion_loss": 0.5161324739456177
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 192.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 192.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.3620402812957764,
+      "train/diffusion_loss": 0.5309707522392273
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.406247615814209,
+      "train/diffusion_loss": 0.5334097146987915
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.4937818050384521,
+      "train/diffusion_loss": 0.4793318510055542
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.164819598197937,
+      "train/diffusion_loss": 0.540610671043396
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.250527024269104,
+      "train/diffusion_loss": 0.5020742416381836
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 154.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 154.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.7181893587112427,
+      "train/diffusion_loss": 0.5480469465255737
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 1.2903225806451613,
+      "step": 107
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/ce_loss": 1.374813437461853,
+      "train/diffusion_loss": 0.49151894450187683
+    },
+    {
+      "epoch": 1.2903225806451613,
+      "step": 107,
+      "train/learning_rate_real": 4.4609220013828065e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 0.841231107711792,
+      "train/diffusion_loss": 0.4434133470058441
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 1.4148627519607544,
+      "train/diffusion_loss": 0.49341800808906555
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 1.2052310705184937,
+      "train/diffusion_loss": 0.4565173387527466
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 1.077096700668335,
+      "train/diffusion_loss": 0.528365969657898
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 0.8092605471611023,
+      "train/diffusion_loss": 0.5522450804710388
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 181.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 181.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 1.4705160856246948,
+      "train/diffusion_loss": 0.586959183216095
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 359.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 359.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 1.443884253501892,
+      "train/diffusion_loss": 0.4524937868118286
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 1.408730387687683,
+      "train/diffusion_loss": 0.538463830947876
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 1.9030630588531494,
+      "train/diffusion_loss": 0.519819974899292
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 1.2696908712387085,
+      "train/diffusion_loss": 0.4897496700286865
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 1.6124098300933838,
+      "train/diffusion_loss": 0.513829231262207
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 1.3024193548387097,
+      "step": 108
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/ce_loss": 1.374984622001648,
+      "train/diffusion_loss": 0.48789140582084656
+    },
+    {
+      "epoch": 1.3024193548387097,
+      "step": 108,
+      "train/learning_rate_real": 4.448202874455673e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 1.5315583944320679,
+      "train/diffusion_loss": 0.5955462455749512
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "debug/num_lat_loss": 57.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 57.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 0.5779092311859131,
+      "train/diffusion_loss": 0.4262336492538452
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 1.1479592323303223,
+      "train/diffusion_loss": 0.4522269070148468
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 1.2553553581237793,
+      "train/diffusion_loss": 0.516226589679718
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 1.4592111110687256,
+      "train/diffusion_loss": 0.5177597403526306
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 1.3068993091583252,
+      "train/diffusion_loss": 0.48099249601364136
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 0.9085599780082703,
+      "train/diffusion_loss": 0.5151479244232178
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 1.4604334831237793,
+      "train/diffusion_loss": 0.5184649229049683
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 1.3226947784423828,
+      "train/diffusion_loss": 0.5416744947433472
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 1.2697874307632446,
+      "train/diffusion_loss": 0.46321776509284973
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 1.2930476665496826,
+      "train/diffusion_loss": 0.5615847706794739
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 1.314516129032258,
+      "step": 109
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/ce_loss": 1.669203281402588,
+      "train/diffusion_loss": 0.5446466207504272
+    },
+    {
+      "epoch": 1.314516129032258,
+      "step": 109,
+      "train/learning_rate_real": 4.4353540265977064e-05
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "grad_norm": 19.432241439819336,
+      "learning_rate": 4.4353540265977064e-05,
+      "loss": 20.5907,
+      "step": 110
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 1.2405943870544434,
+      "train/diffusion_loss": 0.5639495253562927
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 291.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 291.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 1.2037794589996338,
+      "train/diffusion_loss": 0.49861088395118713
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 1.3863176107406616,
+      "train/diffusion_loss": 0.5562114715576172
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 1.1210505962371826,
+      "train/diffusion_loss": 0.43281129002571106
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 0.9805076122283936,
+      "train/diffusion_loss": 0.5023097395896912
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 222.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 222.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 1.9999890327453613,
+      "train/diffusion_loss": 0.5514341592788696
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 1.332379937171936,
+      "train/diffusion_loss": 0.5562729835510254
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 1.7568488121032715,
+      "train/diffusion_loss": 0.5757675766944885
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 0.8321245908737183,
+      "train/diffusion_loss": 0.4540257453918457
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 1.209985375404358,
+      "train/diffusion_loss": 0.5421907901763916
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 1.13106107711792,
+      "train/diffusion_loss": 0.5061625838279724
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 1.3266129032258065,
+      "step": 110
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/ce_loss": 1.5015746355056763,
+      "train/diffusion_loss": 0.5182363390922546
+    },
+    {
+      "epoch": 1.3266129032258065,
+      "step": 110,
+      "train/learning_rate_real": 4.422376313348405e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 1.2728979587554932,
+      "train/diffusion_loss": 0.5502471923828125
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 1.6140801906585693,
+      "train/diffusion_loss": 0.571916401386261
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 0.952688455581665,
+      "train/diffusion_loss": 0.42172059416770935
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 1.3737233877182007,
+      "train/diffusion_loss": 0.5434138178825378
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 1.5215833187103271,
+      "train/diffusion_loss": 0.5439858436584473
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 1.2735222578048706,
+      "train/diffusion_loss": 0.48482537269592285
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 368.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 368.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 1.62921142578125,
+      "train/diffusion_loss": 0.5439473986625671
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 370.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 370.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 1.9115393161773682,
+      "train/diffusion_loss": 0.5382424592971802
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 225.0,
+      "debug/num_lat_total": 408.0,
+      "debug/num_tok_loss": 225.0,
+      "debug/num_tok_total": 408.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 1.522055983543396,
+      "train/diffusion_loss": 0.49938729405403137
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 1.2236063480377197,
+      "train/diffusion_loss": 0.5101771950721741
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 0.903357744216919,
+      "train/diffusion_loss": 0.4463045299053192
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 1.3387096774193548,
+      "step": 111
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/ce_loss": 1.1046233177185059,
+      "train/diffusion_loss": 0.5297573208808899
+    },
+    {
+      "epoch": 1.3387096774193548,
+      "step": 111,
+      "train/learning_rate_real": 4.409270598827756e-05
+    },
+    {
+      "debug/num_lat_loss": 231.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 231.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.6323574781417847,
+      "train/diffusion_loss": 0.60798180103302
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.34896719455719,
+      "train/diffusion_loss": 0.5397862195968628
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.045032262802124,
+      "train/diffusion_loss": 0.5255284905433655
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.1494475603103638,
+      "train/diffusion_loss": 0.5163815021514893
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.0843665599822998,
+      "train/diffusion_loss": 0.5415605902671814
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.659569501876831,
+      "train/diffusion_loss": 0.5236291289329529
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.2773329019546509,
+      "train/diffusion_loss": 0.5480015873908997
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.4086947441101074,
+      "train/diffusion_loss": 0.5053829550743103
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.3540475368499756,
+      "train/diffusion_loss": 0.5657309889793396
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.2764999866485596,
+      "train/diffusion_loss": 0.4714483618736267
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.143378496170044,
+      "train/diffusion_loss": 0.5143654942512512
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 1.3508064516129032,
+      "step": 112
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/ce_loss": 1.2901997566223145,
+      "train/diffusion_loss": 0.4833562672138214
+    },
+    {
+      "epoch": 1.3508064516129032,
+      "step": 112,
+      "train/learning_rate_real": 4.3960377556787e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.26980459690094,
+      "train/diffusion_loss": 0.5157901048660278
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 373.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 373.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.5398586988449097,
+      "train/diffusion_loss": 0.4994577169418335
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.5375192165374756,
+      "train/diffusion_loss": 0.6395507454872131
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.1526155471801758,
+      "train/diffusion_loss": 0.4934220016002655
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.2910550832748413,
+      "train/diffusion_loss": 0.5248719453811646
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.5224993228912354,
+      "train/diffusion_loss": 0.5470278263092041
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.4184932708740234,
+      "train/diffusion_loss": 0.6046802997589111
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.2709650993347168,
+      "train/diffusion_loss": 0.5230047106742859
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.2294310331344604,
+      "train/diffusion_loss": 0.5387634634971619
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.3083512783050537,
+      "train/diffusion_loss": 0.4959145784378052
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.1750630140304565,
+      "train/diffusion_loss": 0.5544552206993103
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 1.3629032258064515,
+      "step": 113
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/ce_loss": 1.6429457664489746,
+      "train/diffusion_loss": 0.603304922580719
+    },
+    {
+      "epoch": 1.3629032258064515,
+      "step": 113,
+      "train/learning_rate_real": 4.382678665009028e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 1.6222879886627197,
+      "train/diffusion_loss": 0.5162971615791321
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 197.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 197.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 0.8967069387435913,
+      "train/diffusion_loss": 0.45767831802368164
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 1.2313039302825928,
+      "train/diffusion_loss": 0.5200067758560181
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 1.37086820602417,
+      "train/diffusion_loss": 0.5285356044769287
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 1.4025447368621826,
+      "train/diffusion_loss": 0.5304333567619324
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 1.331671118736267,
+      "train/diffusion_loss": 0.48526129126548767
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 1.1182154417037964,
+      "train/diffusion_loss": 0.4162899851799011
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 1.1891827583312988,
+      "train/diffusion_loss": 0.48946118354797363
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 1.5067847967147827,
+      "train/diffusion_loss": 0.5006106495857239
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 1.3910170793533325,
+      "train/diffusion_loss": 0.5213624238967896
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 1.2206535339355469,
+      "train/diffusion_loss": 0.48962339758872986
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 1.375,
+      "step": 114
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/ce_loss": 1.4033633470535278,
+      "train/diffusion_loss": 0.48506876826286316
+    },
+    {
+      "epoch": 1.375,
+      "step": 114,
+      "train/learning_rate_real": 4.369194216332712e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.3342909812927246,
+      "train/diffusion_loss": 0.6083422303199768
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.2330650091171265,
+      "train/diffusion_loss": 0.4540356397628784
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.0654305219650269,
+      "train/diffusion_loss": 0.46178436279296875
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.167380452156067,
+      "train/diffusion_loss": 0.48503801226615906
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.6050633192062378,
+      "train/diffusion_loss": 0.5260676145553589
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.5351347923278809,
+      "train/diffusion_loss": 0.4944828748703003
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.037983775138855,
+      "train/diffusion_loss": 0.46755531430244446
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.4381206035614014,
+      "train/diffusion_loss": 0.511617124080658
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 209.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 209.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.7607530355453491,
+      "train/diffusion_loss": 0.5178152918815613
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.1691261529922485,
+      "train/diffusion_loss": 0.5195218920707703
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.164444088935852,
+      "train/diffusion_loss": 0.5383085608482361
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 1.3870967741935485,
+      "step": 115
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/ce_loss": 1.0806605815887451,
+      "train/diffusion_loss": 0.4666033387184143
+    },
+    {
+      "epoch": 1.3870967741935485,
+      "step": 115,
+      "train/learning_rate_real": 4.355585307510675e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 1.1887425184249878,
+      "train/diffusion_loss": 0.5016868114471436
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 1.5293856859207153,
+      "train/diffusion_loss": 0.5937625765800476
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 1.032804012298584,
+      "train/diffusion_loss": 0.5366513729095459
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 211.0,
+      "debug/num_lat_total": 389.0,
+      "debug/num_tok_loss": 211.0,
+      "debug/num_tok_total": 389.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 1.9161497354507446,
+      "train/diffusion_loss": 0.48506253957748413
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 1.0673295259475708,
+      "train/diffusion_loss": 0.47588613629341125
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 1.3468217849731445,
+      "train/diffusion_loss": 0.532397985458374
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 1.5967929363250732,
+      "train/diffusion_loss": 0.4917413294315338
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 1.0951945781707764,
+      "train/diffusion_loss": 0.4461691975593567
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 85.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 85.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 0.8143107295036316,
+      "train/diffusion_loss": 0.4994209408760071
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 1.4285062551498413,
+      "train/diffusion_loss": 0.5494195222854614
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 1.5088269710540771,
+      "train/diffusion_loss": 0.5768961310386658
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 1.3991935483870968,
+      "step": 116
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/ce_loss": 1.537850260734558,
+      "train/diffusion_loss": 0.5218086838722229
+    },
+    {
+      "epoch": 1.3991935483870968,
+      "step": 116,
+      "train/learning_rate_real": 4.341852844691012e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 195.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 195.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 0.9767634272575378,
+      "train/diffusion_loss": 0.48795661330223083
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 1.0652754306793213,
+      "train/diffusion_loss": 0.5412664413452148
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 1.2560850381851196,
+      "train/diffusion_loss": 0.5071678757667542
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 1.4346520900726318,
+      "train/diffusion_loss": 0.5126295685768127
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 1.2292693853378296,
+      "train/diffusion_loss": 0.6681278944015503
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 1.6619040966033936,
+      "train/diffusion_loss": 0.5567386150360107
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 281.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 281.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 1.6293638944625854,
+      "train/diffusion_loss": 0.5369784235954285
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 1.5249354839324951,
+      "train/diffusion_loss": 0.5091285109519958
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 1.1875543594360352,
+      "train/diffusion_loss": 0.40568527579307556
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 1.1371346712112427,
+      "train/diffusion_loss": 0.5783880949020386
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 223.0,
+      "debug/num_lat_total": 420.0,
+      "debug/num_tok_loss": 223.0,
+      "debug/num_tok_total": 420.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 1.4649872779846191,
+      "train/diffusion_loss": 0.5135613679885864
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 1.4112903225806452,
+      "step": 117
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/ce_loss": 1.44548499584198,
+      "train/diffusion_loss": 0.5186229944229126
+    },
+    {
+      "epoch": 1.4112903225806452,
+      "step": 117,
+      "train/learning_rate_real": 4.32799774224865e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 1.2108268737792969,
+      "train/diffusion_loss": 0.43592798709869385
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 0.8373119235038757,
+      "train/diffusion_loss": 0.3820333480834961
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 1.6199320554733276,
+      "train/diffusion_loss": 0.5448917746543884
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 1.5447849035263062,
+      "train/diffusion_loss": 0.5210422873497009
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 1.3415718078613281,
+      "train/diffusion_loss": 0.5859563946723938
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 1.2637262344360352,
+      "train/diffusion_loss": 0.5084525942802429
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 1.4071986675262451,
+      "train/diffusion_loss": 0.5856310129165649
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 1.5694445371627808,
+      "train/diffusion_loss": 0.561267614364624
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 154.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 154.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 1.240067481994629,
+      "train/diffusion_loss": 0.4970420300960541
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 1.2310436964035034,
+      "train/diffusion_loss": 0.49059662222862244
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 1.3970047235488892,
+      "train/diffusion_loss": 0.5832192897796631
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 412.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 412.0,
+      "epoch": 1.4233870967741935,
+      "step": 118
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/ce_loss": 1.777321457862854,
+      "train/diffusion_loss": 0.589686393737793
+    },
+    {
+      "epoch": 1.4233870967741935,
+      "step": 118,
+      "train/learning_rate_real": 4.3140209227244624e-05
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.5612457990646362,
+      "train/diffusion_loss": 0.5052327513694763
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.4746285676956177,
+      "train/diffusion_loss": 0.5035790801048279
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.8688428401947021,
+      "train/diffusion_loss": 0.6056894659996033
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 360.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 360.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.4179930686950684,
+      "train/diffusion_loss": 0.5680608153343201
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.1198292970657349,
+      "train/diffusion_loss": 0.570448100566864
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.384253740310669,
+      "train/diffusion_loss": 0.5550892949104309
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.4221912622451782,
+      "train/diffusion_loss": 0.5414890646934509
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.4983439445495605,
+      "train/diffusion_loss": 0.5372390151023865
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 170.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 170.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.114959955215454,
+      "train/diffusion_loss": 0.5370999574661255
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.6498974561691284,
+      "train/diffusion_loss": 0.49693697690963745
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.8824690580368042,
+      "train/diffusion_loss": 0.5321042537689209
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 1.435483870967742,
+      "step": 119
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/ce_loss": 1.7552293539047241,
+      "train/diffusion_loss": 0.5309732556343079
+    },
+    {
+      "epoch": 1.435483870967742,
+      "step": 119,
+      "train/learning_rate_real": 4.299923316763848e-05
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "grad_norm": 20.833770751953125,
+      "learning_rate": 4.299923316763848e-05,
+      "loss": 20.8088,
+      "step": 120
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 1.0828685760498047,
+      "train/diffusion_loss": 0.47035765647888184
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 1.7562758922576904,
+      "train/diffusion_loss": 0.5077513456344604
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 1.6374831199645996,
+      "train/diffusion_loss": 0.49700260162353516
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 1.2712658643722534,
+      "train/diffusion_loss": 0.6347163319587708
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 0.9136348366737366,
+      "train/diffusion_loss": 0.47395727038383484
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 1.3525947332382202,
+      "train/diffusion_loss": 0.5546976923942566
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 1.1553950309753418,
+      "train/diffusion_loss": 0.4557265043258667
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 1.3262057304382324,
+      "train/diffusion_loss": 0.5355877876281738
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 1.6716954708099365,
+      "train/diffusion_loss": 0.5282016396522522
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 1.3792555332183838,
+      "train/diffusion_loss": 0.48357778787612915
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 1.1765344142913818,
+      "train/diffusion_loss": 0.5073877573013306
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 1.4475806451612903,
+      "step": 120
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/ce_loss": 1.4360144138336182,
+      "train/diffusion_loss": 0.5779105424880981
+    },
+    {
+      "epoch": 1.4475806451612903,
+      "step": 120,
+      "train/learning_rate_real": 4.2857058630547594e-05
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 1.0244338512420654,
+      "train/diffusion_loss": 0.45457398891448975
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 54.0,
+      "debug/num_lat_total": 167.0,
+      "debug/num_tok_loss": 54.0,
+      "debug/num_tok_total": 167.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 0.6253370046615601,
+      "train/diffusion_loss": 0.41470086574554443
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 1.2274538278579712,
+      "train/diffusion_loss": 0.5016645193099976
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 58.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 58.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 0.9473617672920227,
+      "train/diffusion_loss": 0.49732694029808044
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 0.9317481517791748,
+      "train/diffusion_loss": 0.4833008646965027
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 1.2147676944732666,
+      "train/diffusion_loss": 0.48416632413864136
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 377.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 377.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 1.6862711906433105,
+      "train/diffusion_loss": 0.5303602814674377
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 230.0,
+      "debug/num_lat_total": 426.0,
+      "debug/num_tok_loss": 230.0,
+      "debug/num_tok_total": 426.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 1.785704493522644,
+      "train/diffusion_loss": 0.5760388374328613
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 1.072822093963623,
+      "train/diffusion_loss": 0.42990079522132874
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 1.623092532157898,
+      "train/diffusion_loss": 0.5385138988494873
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 0.8863786458969116,
+      "train/diffusion_loss": 0.5276932120323181
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 1.4596774193548387,
+      "step": 121
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/ce_loss": 1.007696270942688,
+      "train/diffusion_loss": 0.4446353614330292
+    },
+    {
+      "epoch": 1.4596774193548387,
+      "step": 121,
+      "train/learning_rate_real": 4.2713695082652015e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 1.2583911418914795,
+      "train/diffusion_loss": 0.5679570436477661
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 376.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 376.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 1.5901358127593994,
+      "train/diffusion_loss": 0.4942019283771515
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 55.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 55.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 0.8646713495254517,
+      "train/diffusion_loss": 0.44288673996925354
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 0.8145012855529785,
+      "train/diffusion_loss": 0.48914870619773865
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 1.598347783088684,
+      "train/diffusion_loss": 0.5880755186080933
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 1.635074496269226,
+      "train/diffusion_loss": 0.5801158547401428
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 1.324875831604004,
+      "train/diffusion_loss": 0.4606435000896454
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 1.3427256345748901,
+      "train/diffusion_loss": 0.5020548105239868
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 1.255736231803894,
+      "train/diffusion_loss": 0.4827503263950348
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 0.8784162998199463,
+      "train/diffusion_loss": 0.49920329451560974
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 1.7197917699813843,
+      "train/diffusion_loss": 0.5360348224639893
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 1.471774193548387,
+      "step": 122
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/ce_loss": 1.7211378812789917,
+      "train/diffusion_loss": 0.47986289858818054
+    },
+    {
+      "epoch": 1.471774193548387,
+      "step": 122,
+      "train/learning_rate_real": 4.2569152069801994e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.2814851999282837,
+      "train/diffusion_loss": 0.5026226043701172
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.6397980451583862,
+      "train/diffusion_loss": 0.5238485336303711
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.150696039199829,
+      "train/diffusion_loss": 0.523250937461853
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.0885882377624512,
+      "train/diffusion_loss": 0.4470851421356201
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.3018652200698853,
+      "train/diffusion_loss": 0.5294621586799622
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.0522676706314087,
+      "train/diffusion_loss": 0.48460596799850464
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 77.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 77.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.0956099033355713,
+      "train/diffusion_loss": 0.49889838695526123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.091278076171875,
+      "train/diffusion_loss": 0.4273824989795685
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.0200892686843872,
+      "train/diffusion_loss": 0.47501859068870544
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.4791895151138306,
+      "train/diffusion_loss": 0.5210465788841248
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.2540796995162964,
+      "train/diffusion_loss": 0.4895016849040985
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 1.4838709677419355,
+      "step": 123
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/ce_loss": 1.1040345430374146,
+      "train/diffusion_loss": 0.5109056830406189
+    },
+    {
+      "epoch": 1.4838709677419355,
+      "step": 123,
+      "train/learning_rate_real": 4.242343921638234e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 380.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 380.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 1.606461763381958,
+      "train/diffusion_loss": 0.5370684266090393
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 1.9559510946273804,
+      "train/diffusion_loss": 0.49550604820251465
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 1.0864554643630981,
+      "train/diffusion_loss": 0.5339034795761108
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 0.48868197202682495,
+      "train/diffusion_loss": 0.4641950726509094
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 1.7769709825515747,
+      "train/diffusion_loss": 0.5804528594017029
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 1.698635220527649,
+      "train/diffusion_loss": 0.5314827561378479
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 398.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 398.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 1.8405481576919556,
+      "train/diffusion_loss": 0.5219855308532715
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 1.7159159183502197,
+      "train/diffusion_loss": 0.4976946711540222
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 1.3056271076202393,
+      "train/diffusion_loss": 0.5386184453964233
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 1.0571279525756836,
+      "train/diffusion_loss": 0.485950767993927
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 0.8511653542518616,
+      "train/diffusion_loss": 0.4567270576953888
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 62.0,
+      "debug/num_lat_total": 217.0,
+      "debug/num_tok_loss": 62.0,
+      "debug/num_tok_total": 217.0,
+      "epoch": 1.495967741935484,
+      "step": 124
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/ce_loss": 0.7947847843170166,
+      "train/diffusion_loss": 0.4487698972225189
+    },
+    {
+      "epoch": 1.495967741935484,
+      "step": 124,
+      "train/learning_rate_real": 4.227656622467162e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 1.2035748958587646,
+      "train/diffusion_loss": 0.5004702210426331
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 1.4510650634765625,
+      "train/diffusion_loss": 0.5228118896484375
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 1.7810136079788208,
+      "train/diffusion_loss": 0.6465684175491333
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 1.595871090888977,
+      "train/diffusion_loss": 0.5647069811820984
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 1.4875329732894897,
+      "train/diffusion_loss": 0.5133128762245178
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 1.5466721057891846,
+      "train/diffusion_loss": 0.539100706577301
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 1.3664156198501587,
+      "train/diffusion_loss": 0.4938817024230957
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 1.5115913152694702,
+      "train/diffusion_loss": 0.5317879319190979
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 59.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 59.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 0.8499282002449036,
+      "train/diffusion_loss": 0.4456760585308075
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 1.3309948444366455,
+      "train/diffusion_loss": 0.5396671891212463
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 1.0282831192016602,
+      "train/diffusion_loss": 0.4537261426448822
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 165.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 165.0,
+      "epoch": 1.5080645161290323,
+      "step": 125
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/ce_loss": 1.0317672491073608,
+      "train/diffusion_loss": 0.5244201421737671
+    },
+    {
+      "epoch": 1.5080645161290323,
+      "step": 125,
+      "train/learning_rate_real": 4.212854287419611e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 367.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 367.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 1.66448974609375,
+      "train/diffusion_loss": 0.5818185210227966
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 1.3623998165130615,
+      "train/diffusion_loss": 0.5771661400794983
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 1.202457070350647,
+      "train/diffusion_loss": 0.4626149833202362
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 1.3237133026123047,
+      "train/diffusion_loss": 0.4991218149662018
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 1.5948224067687988,
+      "train/diffusion_loss": 0.4847200810909271
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 2.050360918045044,
+      "train/diffusion_loss": 0.6015832424163818
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 1.4355803728103638,
+      "train/diffusion_loss": 0.5414050221443176
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 1.6052075624465942,
+      "train/diffusion_loss": 0.5122853517532349
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 1.097300410270691,
+      "train/diffusion_loss": 0.5230956077575684
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 1.2818576097488403,
+      "train/diffusion_loss": 0.5277906656265259
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 1.4704324007034302,
+      "train/diffusion_loss": 0.5065512657165527
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 1.5201612903225805,
+      "step": 126
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/ce_loss": 1.3681952953338623,
+      "train/diffusion_loss": 0.5042412281036377
+    },
+    {
+      "epoch": 1.5201612903225805,
+      "step": 126,
+      "train/learning_rate_real": 4.197937902107863e-05
+    },
+    {
+      "debug/num_lat_loss": 52.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 52.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 0.8780437707901001,
+      "train/diffusion_loss": 0.41002026200294495
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 1.4155902862548828,
+      "train/diffusion_loss": 0.5545171499252319
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 1.8040393590927124,
+      "train/diffusion_loss": 0.5361652970314026
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 1.9331295490264893,
+      "train/diffusion_loss": 0.5304843783378601
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 237.0,
+      "debug/num_lat_total": 423.0,
+      "debug/num_tok_loss": 237.0,
+      "debug/num_tok_total": 423.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 1.9520528316497803,
+      "train/diffusion_loss": 0.5074560642242432
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 1.664801836013794,
+      "train/diffusion_loss": 0.43521827459335327
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 181.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 181.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 1.7213263511657715,
+      "train/diffusion_loss": 0.5979774594306946
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 0.9654881954193115,
+      "train/diffusion_loss": 0.4899286925792694
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 203.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 203.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 1.4904195070266724,
+      "train/diffusion_loss": 0.5974253416061401
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 187.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 187.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 0.895034670829773,
+      "train/diffusion_loss": 0.4716486632823944
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 50.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 50.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 0.6026891469955444,
+      "train/diffusion_loss": 0.4811643064022064
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 1.532258064516129,
+      "step": 127
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/ce_loss": 1.864008903503418,
+      "train/diffusion_loss": 0.6252661943435669
+    },
+    {
+      "epoch": 1.532258064516129,
+      "step": 127,
+      "train/learning_rate_real": 4.182908459738226e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 1.124068021774292,
+      "train/diffusion_loss": 0.43524032831192017
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 1.4310858249664307,
+      "train/diffusion_loss": 0.5395384430885315
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 1.79856276512146,
+      "train/diffusion_loss": 0.5776917934417725
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 1.1513943672180176,
+      "train/diffusion_loss": 0.494454026222229
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 202.0,
+      "debug/num_lat_total": 385.0,
+      "debug/num_tok_loss": 202.0,
+      "debug/num_tok_total": 385.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 1.5549553632736206,
+      "train/diffusion_loss": 0.5459563732147217
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 181.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 181.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 1.3167661428451538,
+      "train/diffusion_loss": 0.515711784362793
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 1.1334632635116577,
+      "train/diffusion_loss": 0.4944562613964081
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 0.8722825646400452,
+      "train/diffusion_loss": 0.5064650774002075
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 330.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 330.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 1.3198158740997314,
+      "train/diffusion_loss": 0.4877225458621979
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 0.858739972114563,
+      "train/diffusion_loss": 0.5174175500869751
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 0.8754135370254517,
+      "train/diffusion_loss": 0.4179282486438751
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 1.5443548387096775,
+      "step": 128
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/ce_loss": 1.4219138622283936,
+      "train/diffusion_loss": 0.5355040431022644
+    },
+    {
+      "epoch": 1.5443548387096775,
+      "step": 128,
+      "train/learning_rate_real": 4.167766961044907e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 1.774259328842163,
+      "train/diffusion_loss": 0.5702583193778992
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 1.5573248863220215,
+      "train/diffusion_loss": 0.5532764792442322
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 1.7406483888626099,
+      "train/diffusion_loss": 0.514550507068634
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 1.4316232204437256,
+      "train/diffusion_loss": 0.49752601981163025
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 0.9847536087036133,
+      "train/diffusion_loss": 0.47552308440208435
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "debug/num_lat_loss": 41.0,
+      "debug/num_lat_total": 185.0,
+      "debug/num_tok_loss": 41.0,
+      "debug/num_tok_total": 185.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 0.6943905353546143,
+      "train/diffusion_loss": 0.4120684564113617
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 1.3882324695587158,
+      "train/diffusion_loss": 0.4577856957912445
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 1.2876437902450562,
+      "train/diffusion_loss": 0.5043035745620728
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 1.1068449020385742,
+      "train/diffusion_loss": 0.531215250492096
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 1.2204976081848145,
+      "train/diffusion_loss": 0.4383617043495178
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 1.4385266304016113,
+      "train/diffusion_loss": 0.5245082974433899
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 281.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 281.0,
+      "epoch": 1.5564516129032258,
+      "step": 129
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/ce_loss": 1.0991007089614868,
+      "train/diffusion_loss": 0.45175719261169434
+    },
+    {
+      "epoch": 1.5564516129032258,
+      "step": 129,
+      "train/learning_rate_real": 4.1525144142233705e-05
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "grad_norm": 20.671836853027344,
+      "learning_rate": 4.1525144142233705e-05,
+      "loss": 20.3167,
+      "step": 130
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 0.9909714460372925,
+      "train/diffusion_loss": 0.44594696164131165
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 0.9021311402320862,
+      "train/diffusion_loss": 0.4975277781486511
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 1.5556402206420898,
+      "train/diffusion_loss": 0.5536786317825317
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 200.0,
+      "debug/num_lat_total": 378.0,
+      "debug/num_tok_loss": 200.0,
+      "debug/num_tok_total": 378.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 2.007227659225464,
+      "train/diffusion_loss": 0.5278131365776062
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 1.4278435707092285,
+      "train/diffusion_loss": 0.5306923389434814
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 1.1210519075393677,
+      "train/diffusion_loss": 0.5941078662872314
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 1.5593633651733398,
+      "train/diffusion_loss": 0.5041704773902893
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 1.4102970361709595,
+      "train/diffusion_loss": 0.5310385823249817
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 1.489702820777893,
+      "train/diffusion_loss": 0.5257681608200073
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 1.5160505771636963,
+      "train/diffusion_loss": 0.5053994655609131
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 1.5196521282196045,
+      "train/diffusion_loss": 0.5460507869720459
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 1.5685483870967742,
+      "step": 130
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/ce_loss": 1.3683898448944092,
+      "train/diffusion_loss": 0.5513389706611633
+    },
+    {
+      "epoch": 1.5685483870967742,
+      "step": 130,
+      "train/learning_rate_real": 4.137151834863213e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 1.801533818244934,
+      "train/diffusion_loss": 0.5419444441795349
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 1.1821885108947754,
+      "train/diffusion_loss": 0.4892090857028961
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 1.3056437969207764,
+      "train/diffusion_loss": 0.46088671684265137
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 1.2971327304840088,
+      "train/diffusion_loss": 0.47168394923210144
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 1.4462156295776367,
+      "train/diffusion_loss": 0.5280458927154541
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 1.2561894655227661,
+      "train/diffusion_loss": 0.45186010003089905
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 1.3435481786727905,
+      "train/diffusion_loss": 0.5248333811759949
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 1.0491340160369873,
+      "train/diffusion_loss": 0.5494374632835388
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 1.1000893115997314,
+      "train/diffusion_loss": 0.48122766613960266
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 1.5669392347335815,
+      "train/diffusion_loss": 0.5264459848403931
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 0.8796563744544983,
+      "train/diffusion_loss": 0.4109187126159668
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 1.5806451612903225,
+      "step": 131
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/ce_loss": 1.6586536169052124,
+      "train/diffusion_loss": 0.4704534709453583
+    },
+    {
+      "epoch": 1.5806451612903225,
+      "step": 131,
+      "train/learning_rate_real": 4.121680245880539e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 1.1362930536270142,
+      "train/diffusion_loss": 0.5686180591583252
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 0.7693740129470825,
+      "train/diffusion_loss": 0.39635956287384033
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 1.3950297832489014,
+      "train/diffusion_loss": 0.5057173371315002
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 1.13510000705719,
+      "train/diffusion_loss": 0.5222234725952148
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 0.9867914319038391,
+      "train/diffusion_loss": 0.5396355986595154
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 1.1826541423797607,
+      "train/diffusion_loss": 0.5368465781211853
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 1.2098711729049683,
+      "train/diffusion_loss": 0.4423125982284546
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 1.2018074989318848,
+      "train/diffusion_loss": 0.4783851206302643
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 2.1023354530334473,
+      "train/diffusion_loss": 0.517694890499115
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 1.6117103099822998,
+      "train/diffusion_loss": 0.5191242098808289
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 1.285812497138977,
+      "train/diffusion_loss": 0.5346391201019287
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 1.592741935483871,
+      "step": 132
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/ce_loss": 1.6958507299423218,
+      "train/diffusion_loss": 0.5527534484863281
+    },
+    {
+      "epoch": 1.592741935483871,
+      "step": 132,
+      "train/learning_rate_real": 4.106100677449851e-05
+    },
+    {
+      "debug/num_lat_loss": 72.0,
+      "debug/num_lat_total": 216.0,
+      "debug/num_tok_loss": 72.0,
+      "debug/num_tok_total": 216.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.021755576133728,
+      "train/diffusion_loss": 0.4414825439453125
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.454810380935669,
+      "train/diffusion_loss": 0.48347386717796326
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.306575894355774,
+      "train/diffusion_loss": 0.5321769118309021
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.5491029024124146,
+      "train/diffusion_loss": 0.5641219019889832
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.829554557800293,
+      "train/diffusion_loss": 0.5113064646720886
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.6547715663909912,
+      "train/diffusion_loss": 0.592450737953186
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.2475894689559937,
+      "train/diffusion_loss": 0.5545998811721802
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.6230968236923218,
+      "train/diffusion_loss": 0.5491172671318054
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.4677356481552124,
+      "train/diffusion_loss": 0.5514244437217712
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 226.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 226.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.6216669082641602,
+      "train/diffusion_loss": 0.5946359634399414
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.9138444662094116,
+      "train/diffusion_loss": 0.5300228595733643
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 1.6048387096774195,
+      "step": 133
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/ce_loss": 1.370727300643921,
+      "train/diffusion_loss": 0.5253660082817078
+    },
+    {
+      "epoch": 1.6048387096774195,
+      "step": 133,
+      "train/learning_rate_real": 4.0904141669354504e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 1.5077961683273315,
+      "train/diffusion_loss": 0.5468011498451233
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 215.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 215.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 1.1581306457519531,
+      "train/diffusion_loss": 0.5362454652786255
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 1.4964810609817505,
+      "train/diffusion_loss": 0.4700774550437927
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 1.2237309217453003,
+      "train/diffusion_loss": 0.5479661226272583
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 1.4422717094421387,
+      "train/diffusion_loss": 0.4889727532863617
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 1.433566927909851,
+      "train/diffusion_loss": 0.47136378288269043
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 1.0287455320358276,
+      "train/diffusion_loss": 0.511756181716919
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 1.3060693740844727,
+      "train/diffusion_loss": 0.535443902015686
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 1.388702630996704,
+      "train/diffusion_loss": 0.4907751679420471
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 0.994093656539917,
+      "train/diffusion_loss": 0.4460158944129944
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 176.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 176.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 1.0938905477523804,
+      "train/diffusion_loss": 0.5113329887390137
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 1.6169354838709677,
+      "step": 134
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/ce_loss": 1.417549729347229,
+      "train/diffusion_loss": 0.49976474046707153
+    },
+    {
+      "epoch": 1.6169354838709677,
+      "step": 134,
+      "train/learning_rate_real": 4.0746217588223724e-05
+    },
+    {
+      "debug/num_lat_loss": 67.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 67.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 0.8648879528045654,
+      "train/diffusion_loss": 0.45855656266212463
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 0.9968792796134949,
+      "train/diffusion_loss": 0.5715715885162354
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 1.7537436485290527,
+      "train/diffusion_loss": 0.5259886384010315
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 1.5888710021972656,
+      "train/diffusion_loss": 0.5377967357635498
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 1.3407530784606934,
+      "train/diffusion_loss": 0.523807942867279
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 1.3477498292922974,
+      "train/diffusion_loss": 0.5050134062767029
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 53.0,
+      "debug/num_lat_total": 182.0,
+      "debug/num_tok_loss": 53.0,
+      "debug/num_tok_total": 182.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 0.806891679763794,
+      "train/diffusion_loss": 0.3450339138507843
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 1.0326529741287231,
+      "train/diffusion_loss": 0.5530431270599365
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 387.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 387.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 1.6846815347671509,
+      "train/diffusion_loss": 0.5929356813430786
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 227.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 227.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 1.265099048614502,
+      "train/diffusion_loss": 0.48031577467918396
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 1.1707173585891724,
+      "train/diffusion_loss": 0.49759793281555176
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 1.629032258064516,
+      "step": 135
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/ce_loss": 1.360054612159729,
+      "train/diffusion_loss": 0.5387313961982727
+    },
+    {
+      "epoch": 1.629032258064516,
+      "step": 135,
+      "train/learning_rate_real": 4.058724504646834e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 1.475826621055603,
+      "train/diffusion_loss": 0.5259099006652832
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 1.1925402879714966,
+      "train/diffusion_loss": 0.48582836985588074
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 1.3900153636932373,
+      "train/diffusion_loss": 0.4956493377685547
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 1.6175259351730347,
+      "train/diffusion_loss": 0.49513986706733704
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 1.500601053237915,
+      "train/diffusion_loss": 0.5203557014465332
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 76.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 76.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 0.8027595281600952,
+      "train/diffusion_loss": 0.4389212429523468
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 1.7498434782028198,
+      "train/diffusion_loss": 0.4933066964149475
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 1.6548362970352173,
+      "train/diffusion_loss": 0.5541317462921143
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 1.2702019214630127,
+      "train/diffusion_loss": 0.5391192436218262
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 180.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 180.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 1.2129415273666382,
+      "train/diffusion_loss": 0.4827112853527069
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 1.513519525527954,
+      "train/diffusion_loss": 0.536710798740387
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 1.6411290322580645,
+      "step": 136
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/ce_loss": 1.2519292831420898,
+      "train/diffusion_loss": 0.489250123500824
+    },
+    {
+      "epoch": 1.6411290322580645,
+      "step": 136,
+      "train/learning_rate_real": 4.042723462926219e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 1.3791214227676392,
+      "train/diffusion_loss": 0.5735859274864197
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 1.6698722839355469,
+      "train/diffusion_loss": 0.519635796546936
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 0.9947420358657837,
+      "train/diffusion_loss": 0.45533958077430725
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 1.1859415769577026,
+      "train/diffusion_loss": 0.4990737736225128
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 1.0917627811431885,
+      "train/diffusion_loss": 0.5381808876991272
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 1.274664282798767,
+      "train/diffusion_loss": 0.515601634979248
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 1.2371526956558228,
+      "train/diffusion_loss": 0.5330807566642761
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 200.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 200.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 1.5548617839813232,
+      "train/diffusion_loss": 0.5049642324447632
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 1.3549485206604004,
+      "train/diffusion_loss": 0.5342532992362976
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 1.0561469793319702,
+      "train/diffusion_loss": 0.42075735330581665
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 1.0860958099365234,
+      "train/diffusion_loss": 0.46282994747161865
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 1.653225806451613,
+      "step": 137
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/ce_loss": 1.1456117630004883,
+      "train/diffusion_loss": 0.4653022885322571
+    },
+    {
+      "epoch": 1.653225806451613,
+      "step": 137,
+      "train/learning_rate_real": 4.0266196990885955e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 1.3399840593338013,
+      "train/diffusion_loss": 0.5524131655693054
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 0.9550675749778748,
+      "train/diffusion_loss": 0.4570640027523041
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 1.5387731790542603,
+      "train/diffusion_loss": 0.5122812986373901
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 1.3625054359436035,
+      "train/diffusion_loss": 0.5039227604866028
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 1.646675944328308,
+      "train/diffusion_loss": 0.5304292440414429
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 1.5070602893829346,
+      "train/diffusion_loss": 0.5510711669921875
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 1.2152955532073975,
+      "train/diffusion_loss": 0.469766229391098
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 1.2079983949661255,
+      "train/diffusion_loss": 0.5200738906860352
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 191.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 191.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 1.0165596008300781,
+      "train/diffusion_loss": 0.4281861186027527
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 1.2824692726135254,
+      "train/diffusion_loss": 0.6182977557182312
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 1.0575188398361206,
+      "train/diffusion_loss": 0.4720028042793274
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 1.6653225806451613,
+      "step": 138
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/ce_loss": 1.2798982858657837,
+      "train/diffusion_loss": 0.532783567905426
+    },
+    {
+      "epoch": 1.6653225806451613,
+      "step": 138,
+      "train/learning_rate_real": 4.010414285401777e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 0.9674388766288757,
+      "train/diffusion_loss": 0.5090482831001282
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 1.9612958431243896,
+      "train/diffusion_loss": 0.5311511158943176
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 1.142334222793579,
+      "train/diffusion_loss": 0.5491692423820496
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 1.725963830947876,
+      "train/diffusion_loss": 0.508523166179657
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 1.0090731382369995,
+      "train/diffusion_loss": 0.4875204265117645
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "debug/num_lat_loss": 221.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 221.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 1.7475241422653198,
+      "train/diffusion_loss": 0.48830682039260864
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 1.4435189962387085,
+      "train/diffusion_loss": 0.5154707431793213
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 1.598617434501648,
+      "train/diffusion_loss": 0.5714460015296936
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 1.6352041959762573,
+      "train/diffusion_loss": 0.6076445579528809
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 1.6768008470535278,
+      "train/diffusion_loss": 0.5172356367111206
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 1.39400053024292,
+      "train/diffusion_loss": 0.5262655019760132
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 1.6774193548387095,
+      "step": 139
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/ce_loss": 1.3488656282424927,
+      "train/diffusion_loss": 0.5198149681091309
+    },
+    {
+      "epoch": 1.6774193548387095,
+      "step": 139,
+      "train/learning_rate_real": 3.9941083009019223e-05
+    },
+    {
+      "epoch": 1.689516129032258,
+      "grad_norm": 22.09463119506836,
+      "learning_rate": 3.9941083009019223e-05,
+      "loss": 20.5948,
+      "step": 140
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 383.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 383.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 1.6582024097442627,
+      "train/diffusion_loss": 0.5663214325904846
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 1.5482538938522339,
+      "train/diffusion_loss": 0.5347830057144165
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 1.0903148651123047,
+      "train/diffusion_loss": 0.46784302592277527
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 0.9999013543128967,
+      "train/diffusion_loss": 0.4962531328201294
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 1.043573021888733,
+      "train/diffusion_loss": 0.45468276739120483
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 1.3719178438186646,
+      "train/diffusion_loss": 0.5901570916175842
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 1.3794538974761963,
+      "train/diffusion_loss": 0.4878842830657959
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 1.4660345315933228,
+      "train/diffusion_loss": 0.5350602865219116
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 1.3365174531936646,
+      "train/diffusion_loss": 0.4897765815258026
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 1.4418162107467651,
+      "train/diffusion_loss": 0.5419676899909973
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 1.1746795177459717,
+      "train/diffusion_loss": 0.4792977273464203
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 1.689516129032258,
+      "step": 140
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/ce_loss": 1.580913782119751,
+      "train/diffusion_loss": 0.5003466010093689
+    },
+    {
+      "epoch": 1.689516129032258,
+      "step": 140,
+      "train/learning_rate_real": 3.977702831321692e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 1.253421664237976,
+      "train/diffusion_loss": 0.5585149526596069
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 1.562878966331482,
+      "train/diffusion_loss": 0.5456551909446716
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 368.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 368.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 1.8214890956878662,
+      "train/diffusion_loss": 0.5092898011207581
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 1.0867623090744019,
+      "train/diffusion_loss": 0.4314098060131073
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 175.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 175.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 1.1469554901123047,
+      "train/diffusion_loss": 0.4672289490699768
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 1.7140284776687622,
+      "train/diffusion_loss": 0.5423669815063477
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 1.3068397045135498,
+      "train/diffusion_loss": 0.4814230501651764
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 0.8916330933570862,
+      "train/diffusion_loss": 0.4480190873146057
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 1.199682354927063,
+      "train/diffusion_loss": 0.5104585289955139
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 1.4519232511520386,
+      "train/diffusion_loss": 0.5142295360565186
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 195.0,
+      "debug/num_lat_total": 389.0,
+      "debug/num_tok_loss": 195.0,
+      "debug/num_tok_total": 389.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 1.9442863464355469,
+      "train/diffusion_loss": 0.523780345916748
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 1.7016129032258065,
+      "step": 141
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/ce_loss": 1.420702576637268,
+      "train/diffusion_loss": 0.5250728726387024
+    },
+    {
+      "epoch": 1.7016129032258065,
+      "step": 141,
+      "train/learning_rate_real": 3.96119896901795e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 1.2833874225616455,
+      "train/diffusion_loss": 0.5483155250549316
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 1.6382057666778564,
+      "train/diffusion_loss": 0.5354287624359131
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 1.505289912223816,
+      "train/diffusion_loss": 0.5890558362007141
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 1.611832857131958,
+      "train/diffusion_loss": 0.49175140261650085
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 1.745079517364502,
+      "train/diffusion_loss": 0.5599235892295837
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 1.4545429944992065,
+      "train/diffusion_loss": 0.5095973014831543
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 1.389868140220642,
+      "train/diffusion_loss": 0.5061776041984558
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 1.1164690256118774,
+      "train/diffusion_loss": 0.5492788553237915
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 1.6196506023406982,
+      "train/diffusion_loss": 0.5488253235816956
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 44.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 44.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 0.7573323249816895,
+      "train/diffusion_loss": 0.346431702375412
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 366.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 366.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 1.3736306428909302,
+      "train/diffusion_loss": 0.46878471970558167
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 1.713709677419355,
+      "step": 142
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/ce_loss": 1.4561293125152588,
+      "train/diffusion_loss": 0.5372633934020996
+    },
+    {
+      "epoch": 1.713709677419355,
+      "step": 142,
+      "train/learning_rate_real": 3.9445978128990326e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 1.210540533065796,
+      "train/diffusion_loss": 0.6146008968353271
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 1.4839942455291748,
+      "train/diffusion_loss": 0.5315629243850708
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 1.258804440498352,
+      "train/diffusion_loss": 0.5507181286811829
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 204.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 204.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 0.7108309864997864,
+      "train/diffusion_loss": 0.519844651222229
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 218.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 218.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 1.363040566444397,
+      "train/diffusion_loss": 0.48422524333000183
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 1.4375461339950562,
+      "train/diffusion_loss": 0.5155688524246216
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 1.1390334367752075,
+      "train/diffusion_loss": 0.48281487822532654
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 390.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 390.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 1.8111677169799805,
+      "train/diffusion_loss": 0.6030066013336182
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 1.0830538272857666,
+      "train/diffusion_loss": 0.5760149955749512
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 1.821352243423462,
+      "train/diffusion_loss": 0.48764747381210327
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 1.0662118196487427,
+      "train/diffusion_loss": 0.47844499349594116
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 1.7258064516129032,
+      "step": 143
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/ce_loss": 1.1346170902252197,
+      "train/diffusion_loss": 0.4855559766292572
+    },
+    {
+      "epoch": 1.7258064516129032,
+      "step": 143,
+      "train/learning_rate_real": 3.9279004683515783e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 1.3437148332595825,
+      "train/diffusion_loss": 0.49886682629585266
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 213.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 213.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 1.3061467409133911,
+      "train/diffusion_loss": 0.524488627910614
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 1.2367827892303467,
+      "train/diffusion_loss": 0.5183599591255188
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 213.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 213.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 0.862089216709137,
+      "train/diffusion_loss": 0.41778725385665894
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 1.5852717161178589,
+      "train/diffusion_loss": 0.5998963713645935
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 1.7906912565231323,
+      "train/diffusion_loss": 0.5291056036949158
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 1.6378289461135864,
+      "train/diffusion_loss": 0.5413536429405212
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 1.149233341217041,
+      "train/diffusion_loss": 0.575285792350769
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 236.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 236.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 1.8563120365142822,
+      "train/diffusion_loss": 0.5435035824775696
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 1.8230369091033936,
+      "train/diffusion_loss": 0.5214511156082153
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 205.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 205.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 1.9414458274841309,
+      "train/diffusion_loss": 0.5070657134056091
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 1.7379032258064515,
+      "step": 144
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/ce_loss": 1.4182510375976562,
+      "train/diffusion_loss": 0.5268969535827637
+    },
+    {
+      "epoch": 1.7379032258064515,
+      "step": 144,
+      "train/learning_rate_real": 3.911108047166924e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 1.4563261270523071,
+      "train/diffusion_loss": 0.4856785833835602
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 1.3005117177963257,
+      "train/diffusion_loss": 0.4914569556713104
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 1.445984959602356,
+      "train/diffusion_loss": 0.5350100994110107
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 1.418276309967041,
+      "train/diffusion_loss": 0.4951496422290802
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 1.015810251235962,
+      "train/diffusion_loss": 0.5317983031272888
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 1.557022213935852,
+      "train/diffusion_loss": 0.5040786266326904
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 1.7092101573944092,
+      "train/diffusion_loss": 0.5171011090278625
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 61.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 61.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 0.7465428709983826,
+      "train/diffusion_loss": 0.5055409073829651
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 1.4361588954925537,
+      "train/diffusion_loss": 0.5139872431755066
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 1.3203763961791992,
+      "train/diffusion_loss": 0.5902191996574402
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 1.1550977230072021,
+      "train/diffusion_loss": 0.5474764108657837
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 1.75,
+      "step": 145
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/ce_loss": 1.6417255401611328,
+      "train/diffusion_loss": 0.5459277033805847
+    },
+    {
+      "epoch": 1.75,
+      "step": 145,
+      "train/learning_rate_real": 3.894221667467074e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 1.669877052307129,
+      "train/diffusion_loss": 0.4730311334133148
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 1.2871990203857422,
+      "train/diffusion_loss": 0.544497549533844
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 1.000165581703186,
+      "train/diffusion_loss": 0.42520567774772644
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 367.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 367.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 1.7568104267120361,
+      "train/diffusion_loss": 0.5887925624847412
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 1.3294366598129272,
+      "train/diffusion_loss": 0.47666046023368835
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 0.9907642006874084,
+      "train/diffusion_loss": 0.480145663022995
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 0.6457217335700989,
+      "train/diffusion_loss": 0.4967125356197357
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 1.0178409814834595,
+      "train/diffusion_loss": 0.5139971375465393
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 1.279731035232544,
+      "train/diffusion_loss": 0.5333342552185059
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 1.3213622570037842,
+      "train/diffusion_loss": 0.5545957088470459
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 1.3283356428146362,
+      "train/diffusion_loss": 0.45325762033462524
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 1.7620967741935485,
+      "step": 146
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/ce_loss": 1.6718077659606934,
+      "train/diffusion_loss": 0.4891565144062042
+    },
+    {
+      "epoch": 1.7620967741935485,
+      "step": 146,
+      "train/learning_rate_real": 3.8772424536302564e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 1.2761424779891968,
+      "train/diffusion_loss": 0.5945935845375061
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 1.1133356094360352,
+      "train/diffusion_loss": 0.48616695404052734
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 1.403987169265747,
+      "train/diffusion_loss": 0.49997860193252563
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 1.3341809511184692,
+      "train/diffusion_loss": 0.48952430486679077
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 1.3737026453018188,
+      "train/diffusion_loss": 0.54092937707901
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 1.7395436763763428,
+      "train/diffusion_loss": 0.5911529660224915
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 1.1732673645019531,
+      "train/diffusion_loss": 0.5231278538703918
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 1.6379224061965942,
+      "train/diffusion_loss": 0.545573353767395
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 1.7191650867462158,
+      "train/diffusion_loss": 0.4959116578102112
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 0.9114627838134766,
+      "train/diffusion_loss": 0.49604448676109314
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 227.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 227.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 0.9158691763877869,
+      "train/diffusion_loss": 0.5045280456542969
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 1.7741935483870968,
+      "step": 147
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/ce_loss": 1.4551957845687866,
+      "train/diffusion_loss": 0.46120473742485046
+    },
+    {
+      "epoch": 1.7741935483870968,
+      "step": 147,
+      "train/learning_rate_real": 3.860171536216052e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 1.1612789630889893,
+      "train/diffusion_loss": 0.5658847689628601
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 0.9041324853897095,
+      "train/diffusion_loss": 0.4484027326107025
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 1.7289760112762451,
+      "train/diffusion_loss": 0.502993106842041
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 1.406813621520996,
+      "train/diffusion_loss": 0.5132909417152405
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 0.9969496726989746,
+      "train/diffusion_loss": 0.5190623998641968
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 1.4178075790405273,
+      "train/diffusion_loss": 0.564896821975708
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 1.3177855014801025,
+      "train/diffusion_loss": 0.4886079728603363
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 1.2875488996505737,
+      "train/diffusion_loss": 0.5118269920349121
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 1.5771809816360474,
+      "train/diffusion_loss": 0.5280334949493408
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 1.4283729791641235,
+      "train/diffusion_loss": 0.5615838170051575
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 1.00906503200531,
+      "train/diffusion_loss": 0.45821648836135864
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 1.786290322580645,
+      "step": 148
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/ce_loss": 1.0359936952590942,
+      "train/diffusion_loss": 0.49061906337738037
+    },
+    {
+      "epoch": 1.786290322580645,
+      "step": 148,
+      "train/learning_rate_real": 3.843010051890114e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 1.5211907625198364,
+      "train/diffusion_loss": 0.56708163022995
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 0.8485235571861267,
+      "train/diffusion_loss": 0.46981707215309143
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 0.9596090316772461,
+      "train/diffusion_loss": 0.5350821018218994
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 1.2453569173812866,
+      "train/diffusion_loss": 0.49811863899230957
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 1.9041039943695068,
+      "train/diffusion_loss": 0.5331198573112488
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 1.8004077672958374,
+      "train/diffusion_loss": 0.5262848138809204
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 1.4430218935012817,
+      "train/diffusion_loss": 0.4628097116947174
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 0.777328372001648,
+      "train/diffusion_loss": 0.43235448002815247
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 1.3731715679168701,
+      "train/diffusion_loss": 0.5273838639259338
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 1.8946186304092407,
+      "train/diffusion_loss": 0.5911399722099304
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 1.659852147102356,
+      "train/diffusion_loss": 0.5194318890571594
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 1.7983870967741935,
+      "step": 149
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/ce_loss": 1.0123350620269775,
+      "train/diffusion_loss": 0.39582952857017517
+    },
+    {
+      "epoch": 1.7983870967741935,
+      "step": 149,
+      "train/learning_rate_real": 3.8257591433484906e-05
+    },
+    {
+      "epoch": 1.810483870967742,
+      "grad_norm": 21.108478546142578,
+      "learning_rate": 3.8257591433484906e-05,
+      "loss": 20.6764,
+      "step": 150
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 291.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 291.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 1.906949758529663,
+      "train/diffusion_loss": 0.5279977321624756
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 1.568257451057434,
+      "train/diffusion_loss": 0.4682455360889435
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 1.203835368156433,
+      "train/diffusion_loss": 0.5168044567108154
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 1.047895073890686,
+      "train/diffusion_loss": 0.4525095224380493
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 1.2670258283615112,
+      "train/diffusion_loss": 0.5188474655151367
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 1.0042757987976074,
+      "train/diffusion_loss": 0.46514660120010376
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 0.883302628993988,
+      "train/diffusion_loss": 0.4479224979877472
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 1.3388676643371582,
+      "train/diffusion_loss": 0.4994427263736725
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 403.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 403.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 1.7315216064453125,
+      "train/diffusion_loss": 0.5794223546981812
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 1.4134379625320435,
+      "train/diffusion_loss": 0.5120603442192078
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 372.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 372.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 1.9862688779830933,
+      "train/diffusion_loss": 0.5405815839767456
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 1.810483870967742,
+      "step": 150
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/ce_loss": 1.2095311880111694,
+      "train/diffusion_loss": 0.4683648645877838
+    },
+    {
+      "epoch": 1.810483870967742,
+      "step": 150,
+      "train/learning_rate_real": 3.8084199592415305e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 1.4673196077346802,
+      "train/diffusion_loss": 0.5108736157417297
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 1.0456372499465942,
+      "train/diffusion_loss": 0.5152468681335449
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 1.3392271995544434,
+      "train/diffusion_loss": 0.4705318510532379
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 201.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 201.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 1.2960346937179565,
+      "train/diffusion_loss": 0.4695371091365814
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 187.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 187.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 1.5327253341674805,
+      "train/diffusion_loss": 0.49077677726745605
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 360.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 360.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 1.3458245992660522,
+      "train/diffusion_loss": 0.5850000381469727
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 60.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 60.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 0.8689785599708557,
+      "train/diffusion_loss": 0.4809688329696655
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 0.838219940662384,
+      "train/diffusion_loss": 0.5461503863334656
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 1.2126485109329224,
+      "train/diffusion_loss": 0.4974905848503113
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 1.2289897203445435,
+      "train/diffusion_loss": 0.5680661797523499
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 165.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 165.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 1.2869982719421387,
+      "train/diffusion_loss": 0.43917328119277954
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 1.8225806451612905,
+      "step": 151
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/ce_loss": 1.204821228981018,
+      "train/diffusion_loss": 0.4752626419067383
+    },
+    {
+      "epoch": 1.8225806451612905,
+      "step": 151,
+      "train/learning_rate_real": 3.790993654097405e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 203.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 203.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.0309444665908813,
+      "train/diffusion_loss": 0.511709988117218
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.4941874742507935,
+      "train/diffusion_loss": 0.5201749205589294
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.3571380376815796,
+      "train/diffusion_loss": 0.5604309439659119
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 225.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 225.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.023016333580017,
+      "train/diffusion_loss": 0.4758465588092804
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.4957590103149414,
+      "train/diffusion_loss": 0.5459465384483337
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.2856998443603516,
+      "train/diffusion_loss": 0.5244221091270447
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.6763861179351807,
+      "train/diffusion_loss": 0.5200214982032776
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.5493935346603394,
+      "train/diffusion_loss": 0.505967378616333
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.2907687425613403,
+      "train/diffusion_loss": 0.5273988246917725
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.1125969886779785,
+      "train/diffusion_loss": 0.431187242269516
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.5462781190872192,
+      "train/diffusion_loss": 0.5161067843437195
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 1.8346774193548387,
+      "step": 152
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/ce_loss": 1.2059738636016846,
+      "train/diffusion_loss": 0.5176653861999512
+    },
+    {
+      "epoch": 1.8346774193548387,
+      "step": 152,
+      "train/learning_rate_real": 3.7734813882452334e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.5495890378952026,
+      "train/diffusion_loss": 0.5608450174331665
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.2298780679702759,
+      "train/diffusion_loss": 0.5031521916389465
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.8860079050064087,
+      "train/diffusion_loss": 0.5590593814849854
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.863593339920044,
+      "train/diffusion_loss": 0.5493612885475159
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.2614126205444336,
+      "train/diffusion_loss": 0.46044573187828064
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.490886926651001,
+      "train/diffusion_loss": 0.5103054046630859
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.4436839818954468,
+      "train/diffusion_loss": 0.5388920903205872
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.3422359228134155,
+      "train/diffusion_loss": 0.46013420820236206
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 249.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 249.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.2530359029769897,
+      "train/diffusion_loss": 0.4941193759441376
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.716181755065918,
+      "train/diffusion_loss": 0.5733187794685364
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.9198743104934692,
+      "train/diffusion_loss": 0.5510210990905762
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 1.846774193548387,
+      "step": 153
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/ce_loss": 1.0583324432373047,
+      "train/diffusion_loss": 0.4810523986816406
+    },
+    {
+      "epoch": 1.846774193548387,
+      "step": 153,
+      "train/learning_rate_real": 3.7558843277378206e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 1.7657511234283447,
+      "train/diffusion_loss": 0.585201621055603
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 1.5054519176483154,
+      "train/diffusion_loss": 0.5473477840423584
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 192.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 192.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 1.287165880203247,
+      "train/diffusion_loss": 0.5416865944862366
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 1.1747092008590698,
+      "train/diffusion_loss": 0.46100640296936035
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 1.1420278549194336,
+      "train/diffusion_loss": 0.4639078974723816
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 1.3743598461151123,
+      "train/diffusion_loss": 0.47098666429519653
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 1.050461769104004,
+      "train/diffusion_loss": 0.5102423429489136
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 1.7523131370544434,
+      "train/diffusion_loss": 0.46912258863449097
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 1.510230541229248,
+      "train/diffusion_loss": 0.5116702914237976
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 1.8926918506622314,
+      "train/diffusion_loss": 0.47109538316726685
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 171.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 171.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 1.0672861337661743,
+      "train/diffusion_loss": 0.5395112037658691
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 59.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 59.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 1.8588709677419355,
+      "step": 154
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/ce_loss": 0.8342678546905518,
+      "train/diffusion_loss": 0.45973482728004456
+    },
+    {
+      "epoch": 1.8588709677419355,
+      "step": 154,
+      "train/learning_rate_real": 3.738203644274018e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 1.8702452182769775,
+      "train/diffusion_loss": 0.505733847618103
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 1.5533696413040161,
+      "train/diffusion_loss": 0.509201169013977
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 1.072418212890625,
+      "train/diffusion_loss": 0.5226179361343384
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 0.7297635078430176,
+      "train/diffusion_loss": 0.4507639706134796
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 1.5945498943328857,
+      "train/diffusion_loss": 0.5442817211151123
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 1.2354891300201416,
+      "train/diffusion_loss": 0.5011484026908875
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 1.8802469968795776,
+      "train/diffusion_loss": 0.6020416021347046
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 1.3773642778396606,
+      "train/diffusion_loss": 0.5226544141769409
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 1.8238972425460815,
+      "train/diffusion_loss": 0.515428900718689
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 2.1600310802459717,
+      "train/diffusion_loss": 0.5723029375076294
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 1.0594291687011719,
+      "train/diffusion_loss": 0.49649766087532043
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 1.870967741935484,
+      "step": 155
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/ce_loss": 1.2355868816375732,
+      "train/diffusion_loss": 0.5187148451805115
+    },
+    {
+      "epoch": 1.870967741935484,
+      "step": 155,
+      "train/learning_rate_real": 3.7204405151207036e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 208.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 208.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 1.1069834232330322,
+      "train/diffusion_loss": 0.4687412977218628
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 193.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 193.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 1.5425585508346558,
+      "train/diffusion_loss": 0.5311164855957031
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 1.521506428718567,
+      "train/diffusion_loss": 0.47543472051620483
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 1.671308159828186,
+      "train/diffusion_loss": 0.6189022064208984
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 1.582776427268982,
+      "train/diffusion_loss": 0.4985470771789551
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 1.2227247953414917,
+      "train/diffusion_loss": 0.44450119137763977
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 1.3351324796676636,
+      "train/diffusion_loss": 0.558054506778717
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 1.2113760709762573,
+      "train/diffusion_loss": 0.4748963415622711
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 0.9903029203414917,
+      "train/diffusion_loss": 0.46724870800971985
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 1.346880555152893,
+      "train/diffusion_loss": 0.5076372623443604
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 1.2073614597320557,
+      "train/diffusion_loss": 0.5168886184692383
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 1.8830645161290323,
+      "step": 156
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/ce_loss": 1.2950602769851685,
+      "train/diffusion_loss": 0.5142813324928284
+    },
+    {
+      "epoch": 1.8830645161290323,
+      "step": 156,
+      "train/learning_rate_real": 3.702596123034395e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.3967617750167847,
+      "train/diffusion_loss": 0.4606017470359802
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.481077790260315,
+      "train/diffusion_loss": 0.5091744065284729
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.5839430093765259,
+      "train/diffusion_loss": 0.4831801652908325
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.061769962310791,
+      "train/diffusion_loss": 0.4781085252761841
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.2009137868881226,
+      "train/diffusion_loss": 0.5056203603744507
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 61.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 61.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.0000026226043701,
+      "train/diffusion_loss": 0.45520031452178955
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.2450315952301025,
+      "train/diffusion_loss": 0.5313388109207153
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 231.0,
+      "debug/num_lat_total": 425.0,
+      "debug/num_tok_loss": 231.0,
+      "debug/num_tok_total": 425.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.6410887241363525,
+      "train/diffusion_loss": 0.5873920321464539
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.6372095346450806,
+      "train/diffusion_loss": 0.49613654613494873
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.4704351425170898,
+      "train/diffusion_loss": 0.49746885895729065
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.7110462188720703,
+      "train/diffusion_loss": 0.4626563489437103
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 1.8951612903225805,
+      "step": 157
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/ce_loss": 1.4191042184829712,
+      "train/diffusion_loss": 0.4454188346862793
+    },
+    {
+      "epoch": 1.8951612903225805,
+      "step": 157,
+      "train/learning_rate_real": 3.6846716561824965e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 1.228659987449646,
+      "train/diffusion_loss": 0.47397667169570923
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 1.1892740726470947,
+      "train/diffusion_loss": 0.49371349811553955
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 1.0023133754730225,
+      "train/diffusion_loss": 0.5131598711013794
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 1.7906363010406494,
+      "train/diffusion_loss": 0.5655034780502319
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 409.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 409.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 1.6670416593551636,
+      "train/diffusion_loss": 0.5713309049606323
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 1.327609658241272,
+      "train/diffusion_loss": 0.5039876103401184
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 1.2686657905578613,
+      "train/diffusion_loss": 0.4575827419757843
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 56.0,
+      "debug/num_lat_total": 185.0,
+      "debug/num_tok_loss": 56.0,
+      "debug/num_tok_total": 185.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 0.776881754398346,
+      "train/diffusion_loss": 0.4527694284915924
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 1.8149933815002441,
+      "train/diffusion_loss": 0.5825557112693787
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 1.1221997737884521,
+      "train/diffusion_loss": 0.46248963475227356
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 1.3913813829421997,
+      "train/diffusion_loss": 0.5716838240623474
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 1.907258064516129,
+      "step": 158
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/ce_loss": 1.1401809453964233,
+      "train/diffusion_loss": 0.5196178555488586
+    },
+    {
+      "epoch": 1.907258064516129,
+      "step": 158,
+      "train/learning_rate_real": 3.6666683080641846e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 1.3988808393478394,
+      "train/diffusion_loss": 0.4924807846546173
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 0.8477236032485962,
+      "train/diffusion_loss": 0.4717691242694855
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 1.0236862897872925,
+      "train/diffusion_loss": 0.4393630921840668
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 1.8333406448364258,
+      "train/diffusion_loss": 0.5426609516143799
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 1.2095211744308472,
+      "train/diffusion_loss": 0.4897291660308838
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 1.6249256134033203,
+      "train/diffusion_loss": 0.5431631207466125
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 1.2568626403808594,
+      "train/diffusion_loss": 0.4336496591567993
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 1.6948225498199463,
+      "train/diffusion_loss": 0.5194158554077148
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 1.5159224271774292,
+      "train/diffusion_loss": 0.47663772106170654
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 1.3979997634887695,
+      "train/diffusion_loss": 0.5120564699172974
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 0.9763217568397522,
+      "train/diffusion_loss": 0.4660620391368866
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 1.9193548387096775,
+      "step": 159
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/ce_loss": 1.418907880783081,
+      "train/diffusion_loss": 0.46659040451049805
+    },
+    {
+      "epoch": 1.9193548387096775,
+      "step": 159,
+      "train/learning_rate_real": 3.648587277430936e-05
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "grad_norm": 20.369709014892578,
+      "learning_rate": 3.648587277430936e-05,
+      "loss": 20.5656,
+      "step": 160
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.2433000802993774,
+      "train/diffusion_loss": 0.5526852607727051
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.6742037534713745,
+      "train/diffusion_loss": 0.5894360542297363
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.4734991788864136,
+      "train/diffusion_loss": 0.5165769457817078
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 224.0,
+      "debug/num_lat_total": 385.0,
+      "debug/num_tok_loss": 224.0,
+      "debug/num_tok_total": 385.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.5743296146392822,
+      "train/diffusion_loss": 0.5920776724815369
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.1836752891540527,
+      "train/diffusion_loss": 0.6325573921203613
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.7032538652420044,
+      "train/diffusion_loss": 0.5655347108840942
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.530361294746399,
+      "train/diffusion_loss": 0.5538678169250488
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.181834101676941,
+      "train/diffusion_loss": 0.4862896203994751
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 396.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 396.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.7310559749603271,
+      "train/diffusion_loss": 0.5040068626403809
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 211.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 211.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.845979928970337,
+      "train/diffusion_loss": 0.48360970616340637
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.2505496740341187,
+      "train/diffusion_loss": 0.5097414255142212
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 1.9314516129032258,
+      "step": 160
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/ce_loss": 1.5600217580795288,
+      "train/diffusion_loss": 0.5528427362442017
+    },
+    {
+      "epoch": 1.9314516129032258,
+      "step": 160,
+      "train/learning_rate_real": 3.6304297682067144e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 1.8720999956130981,
+      "train/diffusion_loss": 0.5073927640914917
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 1.525539755821228,
+      "train/diffusion_loss": 0.5045100450515747
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 1.4694502353668213,
+      "train/diffusion_loss": 0.5021593570709229
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 1.1836965084075928,
+      "train/diffusion_loss": 0.6023871898651123
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 1.9766453504562378,
+      "train/diffusion_loss": 0.5077027678489685
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 1.3337993621826172,
+      "train/diffusion_loss": 0.5499716401100159
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 222.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 222.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 1.4128490686416626,
+      "train/diffusion_loss": 0.5251043438911438
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 1.6684848070144653,
+      "train/diffusion_loss": 0.5626634359359741
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 0.9419061541557312,
+      "train/diffusion_loss": 0.4830363690853119
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 1.3133469820022583,
+      "train/diffusion_loss": 0.5435167551040649
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 1.3172812461853027,
+      "train/diffusion_loss": 0.5266504287719727
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 160.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 160.0,
+      "epoch": 1.9435483870967742,
+      "step": 161
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/ce_loss": 1.0026829242706299,
+      "train/diffusion_loss": 0.5224955081939697
+    },
+    {
+      "epoch": 1.9435483870967742,
+      "step": 161,
+      "train/learning_rate_real": 3.6121969894078024e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 369.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 369.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 2.048895835876465,
+      "train/diffusion_loss": 0.4824279248714447
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 1.5591281652450562,
+      "train/diffusion_loss": 0.5284358263015747
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 187.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 187.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 1.5770174264907837,
+      "train/diffusion_loss": 0.5532288551330566
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 1.4434806108474731,
+      "train/diffusion_loss": 0.4768863320350647
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 1.8038158416748047,
+      "train/diffusion_loss": 0.49644166231155396
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 0.9823129177093506,
+      "train/diffusion_loss": 0.5248244404792786
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 1.8415249586105347,
+      "train/diffusion_loss": 0.567518413066864
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 225.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 225.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 0.5409191250801086,
+      "train/diffusion_loss": 0.5355507731437683
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 1.3764383792877197,
+      "train/diffusion_loss": 0.5204089879989624
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 1.352157473564148,
+      "train/diffusion_loss": 0.506000816822052
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 201.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 201.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 1.76927649974823,
+      "train/diffusion_loss": 0.5508022904396057
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 1.9556451612903225,
+      "step": 162
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/ce_loss": 1.306167721748352,
+      "train/diffusion_loss": 0.48097342252731323
+    },
+    {
+      "epoch": 1.9556451612903225,
+      "step": 162,
+      "train/learning_rate_real": 3.593890155062302e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 0.6424038410186768,
+      "train/diffusion_loss": 0.46198225021362305
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 1.1016921997070312,
+      "train/diffusion_loss": 0.4736427366733551
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 1.4815905094146729,
+      "train/diffusion_loss": 0.5322288870811462
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 1.18767511844635,
+      "train/diffusion_loss": 0.47885820269584656
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 1.780787467956543,
+      "train/diffusion_loss": 0.5103064179420471
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 1.6769214868545532,
+      "train/diffusion_loss": 0.4994470775127411
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 1.4416401386260986,
+      "train/diffusion_loss": 0.5187427401542664
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 1.0573840141296387,
+      "train/diffusion_loss": 0.4316572844982147
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 1.3140389919281006,
+      "train/diffusion_loss": 0.5136324763298035
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 1.34696364402771,
+      "train/diffusion_loss": 0.502585768699646
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 145.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 145.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 1.169870376586914,
+      "train/diffusion_loss": 0.5041255950927734
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 1.967741935483871,
+      "step": 163
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/ce_loss": 0.8204115033149719,
+      "train/diffusion_loss": 0.49244868755340576
+    },
+    {
+      "epoch": 1.967741935483871,
+      "step": 163,
+      "train/learning_rate_real": 3.5755104841292974e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 0.8052069544792175,
+      "train/diffusion_loss": 0.48598453402519226
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 1.437324047088623,
+      "train/diffusion_loss": 0.5327728986740112
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 1.127748727798462,
+      "train/diffusion_loss": 0.5276960730552673
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 1.1166388988494873,
+      "train/diffusion_loss": 0.4914846420288086
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 0.7022771835327148,
+      "train/diffusion_loss": 0.49021950364112854
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 1.0745738744735718,
+      "train/diffusion_loss": 0.5150594711303711
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 57.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 57.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 0.5565803050994873,
+      "train/diffusion_loss": 0.5047715306282043
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 79.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 79.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 1.127529501914978,
+      "train/diffusion_loss": 0.5372883677482605
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 1.2271809577941895,
+      "train/diffusion_loss": 0.4949849545955658
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 0.8350865840911865,
+      "train/diffusion_loss": 0.427079975605011
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 1.7078841924667358,
+      "train/diffusion_loss": 0.5692232251167297
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 1.9798387096774195,
+      "step": 164
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/ce_loss": 1.654238224029541,
+      "train/diffusion_loss": 0.43959492444992065
+    },
+    {
+      "epoch": 1.9798387096774195,
+      "step": 164,
+      "train/learning_rate_real": 3.557059200417691e-05
+    },
+    {
+      "debug/num_lat_loss": 221.0,
+      "debug/num_lat_total": 376.0,
+      "debug/num_tok_loss": 221.0,
+      "debug/num_tok_total": 376.0,
+      "epoch": 1.9919354838709677,
+      "step": 165
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/ce_loss": 1.7300671339035034,
+      "train/diffusion_loss": 0.5371229648590088
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/learning_rate_real": 3.5385375325047166e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 1.9919354838709677,
+      "step": 165
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/ce_loss": 1.2917832136154175,
+      "train/diffusion_loss": 0.49046945571899414
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/learning_rate_real": 3.5385375325047166e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 1.9919354838709677,
+      "step": 165
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/ce_loss": 1.1181923151016235,
+      "train/diffusion_loss": 0.48452121019363403
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/learning_rate_real": 3.5385375325047166e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 1.9919354838709677,
+      "step": 165
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/ce_loss": 1.6776262521743774,
+      "train/diffusion_loss": 0.5458362102508545
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/learning_rate_real": 3.5385375325047166e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 1.9919354838709677,
+      "step": 165
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/ce_loss": 1.6358636617660522,
+      "train/diffusion_loss": 0.5770760774612427
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/learning_rate_real": 3.5385375325047166e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 1.9919354838709677,
+      "step": 165
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/ce_loss": 1.6624494791030884,
+      "train/diffusion_loss": 0.5340276956558228
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/learning_rate_real": 3.5385375325047166e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 204.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 204.0,
+      "epoch": 1.9919354838709677,
+      "step": 165
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/ce_loss": 1.341977834701538,
+      "train/diffusion_loss": 0.5285270810127258
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/learning_rate_real": 3.5385375325047166e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 1.9919354838709677,
+      "step": 165
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/ce_loss": 1.1755938529968262,
+      "train/diffusion_loss": 0.49220705032348633
+    },
+    {
+      "epoch": 1.9919354838709677,
+      "step": 165,
+      "train/learning_rate_real": 3.5385375325047166e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 1.5144660472869873,
+      "train/diffusion_loss": 0.523320734500885
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 1.040574073791504,
+      "train/diffusion_loss": 0.49271705746650696
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 1.1955375671386719,
+      "train/diffusion_loss": 0.5281803607940674
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 1.3671858310699463,
+      "train/diffusion_loss": 0.4901829957962036
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 1.0759819746017456,
+      "train/diffusion_loss": 0.4952338635921478
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 1.3929979801177979,
+      "train/diffusion_loss": 0.46506646275520325
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 1.135657787322998,
+      "train/diffusion_loss": 0.47541290521621704
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 0.8851341009140015,
+      "train/diffusion_loss": 0.4334488809108734
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 1.541662335395813,
+      "train/diffusion_loss": 0.5941548943519592
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 1.241112232208252,
+      "train/diffusion_loss": 0.595332145690918
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 57.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 57.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 0.5317342281341553,
+      "train/diffusion_loss": 0.4055745303630829
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 2.0,
+      "step": 166
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/ce_loss": 1.1975297927856445,
+      "train/diffusion_loss": 0.5230877995491028
+    },
+    {
+      "epoch": 2.0,
+      "step": 166,
+      "train/learning_rate_real": 3.519946713654134e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 1.067990779876709,
+      "train/diffusion_loss": 0.518838107585907
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 219.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 219.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 1.4056954383850098,
+      "train/diffusion_loss": 0.5012242794036865
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 1.0118367671966553,
+      "train/diffusion_loss": 0.5761497616767883
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 1.2595411539077759,
+      "train/diffusion_loss": 0.46209174394607544
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 0.8746750354766846,
+      "train/diffusion_loss": 0.4844610095024109
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 1.1678364276885986,
+      "train/diffusion_loss": 0.4734686017036438
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 1.3329260349273682,
+      "train/diffusion_loss": 0.47440826892852783
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 1.561094045639038,
+      "train/diffusion_loss": 0.5260177254676819
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 1.6760281324386597,
+      "train/diffusion_loss": 0.5301527976989746
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 0.9134553074836731,
+      "train/diffusion_loss": 0.5360428094863892
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 0.8583715558052063,
+      "train/diffusion_loss": 0.5096758008003235
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 2.0120967741935485,
+      "step": 167
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/ce_loss": 1.022477388381958,
+      "train/diffusion_loss": 0.44634386897087097
+    },
+    {
+      "epoch": 2.0120967741935485,
+      "step": 167,
+      "train/learning_rate_real": 3.501287981734113e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 1.6450997591018677,
+      "train/diffusion_loss": 0.5681861042976379
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 1.4816619157791138,
+      "train/diffusion_loss": 0.5329449772834778
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 1.031782865524292,
+      "train/diffusion_loss": 0.4551284611225128
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 1.1574088335037231,
+      "train/diffusion_loss": 0.5252541303634644
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 0.9766833186149597,
+      "train/diffusion_loss": 0.4877263605594635
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 1.1921061277389526,
+      "train/diffusion_loss": 0.6279892325401306
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 0.8435149192810059,
+      "train/diffusion_loss": 0.4488140642642975
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 1.4303967952728271,
+      "train/diffusion_loss": 0.5341638326644897
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 369.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 369.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 1.8644988536834717,
+      "train/diffusion_loss": 0.5087690353393555
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 1.5314451456069946,
+      "train/diffusion_loss": 0.5328240990638733
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 1.0184149742126465,
+      "train/diffusion_loss": 0.5294161438941956
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 2.024193548387097,
+      "step": 168
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/ce_loss": 0.99285888671875,
+      "train/diffusion_loss": 0.4972030222415924
+    },
+    {
+      "epoch": 2.024193548387097,
+      "step": 168,
+      "train/learning_rate_real": 3.4825625791348096e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 1.4019765853881836,
+      "train/diffusion_loss": 0.531432032585144
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 165.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 165.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 0.9466711282730103,
+      "train/diffusion_loss": 0.45554855465888977
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 0.8273978233337402,
+      "train/diffusion_loss": 0.46141931414604187
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 1.0617120265960693,
+      "train/diffusion_loss": 0.48716768622398376
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 1.3391629457473755,
+      "train/diffusion_loss": 0.5048650503158569
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 1.58658766746521,
+      "train/diffusion_loss": 0.4836144745349884
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 1.3802080154418945,
+      "train/diffusion_loss": 0.4868326187133789
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 1.0437794923782349,
+      "train/diffusion_loss": 0.5056784749031067
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 1.8092581033706665,
+      "train/diffusion_loss": 0.5681942105293274
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 1.4376126527786255,
+      "train/diffusion_loss": 0.4554715156555176
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 213.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 213.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 0.7093266248703003,
+      "train/diffusion_loss": 0.48819199204444885
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 2.036290322580645,
+      "step": 169
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/ce_loss": 1.7752031087875366,
+      "train/diffusion_loss": 0.5290517210960388
+    },
+    {
+      "epoch": 2.036290322580645,
+      "step": 169,
+      "train/learning_rate_real": 3.4637717526856406e-05
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "grad_norm": 21.056270599365234,
+      "learning_rate": 3.4637717526856406e-05,
+      "loss": 19.6281,
+      "step": 170
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 1.2696317434310913,
+      "train/diffusion_loss": 0.5101744532585144
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 1.3354822397232056,
+      "train/diffusion_loss": 0.46446189284324646
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 1.2531203031539917,
+      "train/diffusion_loss": 0.5126556158065796
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 1.5608041286468506,
+      "train/diffusion_loss": 0.532797634601593
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 1.4221982955932617,
+      "train/diffusion_loss": 0.5030755996704102
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 1.1857470273971558,
+      "train/diffusion_loss": 0.5367996692657471
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 1.1844313144683838,
+      "train/diffusion_loss": 0.49502259492874146
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 1.5673414468765259,
+      "train/diffusion_loss": 0.534583568572998
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 162.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 162.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 0.8230007290840149,
+      "train/diffusion_loss": 0.4615490734577179
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 0.973764955997467,
+      "train/diffusion_loss": 0.5220849514007568
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 1.16349196434021,
+      "train/diffusion_loss": 0.5724931359291077
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 2.0483870967741935,
+      "step": 170
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/ce_loss": 1.5428491830825806,
+      "train/diffusion_loss": 0.49969157576560974
+    },
+    {
+      "epoch": 2.0483870967741935,
+      "step": 170,
+      "train/learning_rate_real": 3.444916753572266e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 181.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 181.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 1.3676811456680298,
+      "train/diffusion_loss": 0.516284704208374
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 1.1122171878814697,
+      "train/diffusion_loss": 0.42800700664520264
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 1.1228556632995605,
+      "train/diffusion_loss": 0.5028067827224731
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 0.8143242597579956,
+      "train/diffusion_loss": 0.4402950406074524
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 1.3569090366363525,
+      "train/diffusion_loss": 0.5587311387062073
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 1.3350876569747925,
+      "train/diffusion_loss": 0.4931848645210266
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 187.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 187.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 0.8006115555763245,
+      "train/diffusion_loss": 0.4174625873565674
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 223.0,
+      "debug/num_lat_total": 420.0,
+      "debug/num_tok_loss": 223.0,
+      "debug/num_tok_total": 420.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 1.3262829780578613,
+      "train/diffusion_loss": 0.5183334350585938
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 1.1640044450759888,
+      "train/diffusion_loss": 0.4827682673931122
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 0.7762171030044556,
+      "train/diffusion_loss": 0.46400395035743713
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 1.3342537879943848,
+      "train/diffusion_loss": 0.481158584356308
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 2.060483870967742,
+      "step": 171
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/ce_loss": 1.89229416847229,
+      "train/diffusion_loss": 0.5919442772865295
+    },
+    {
+      "epoch": 2.060483870967742,
+      "step": 171,
+      "train/learning_rate_real": 3.425998837253278e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 1.2059580087661743,
+      "train/diffusion_loss": 0.49444085359573364
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 1.1872926950454712,
+      "train/diffusion_loss": 0.5230400562286377
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 1.043384075164795,
+      "train/diffusion_loss": 0.3878915011882782
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 1.000740647315979,
+      "train/diffusion_loss": 0.4699968099594116
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 1.239474892616272,
+      "train/diffusion_loss": 0.6087201237678528
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 184.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 184.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 1.7251534461975098,
+      "train/diffusion_loss": 0.4974718689918518
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 383.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 383.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 1.4741315841674805,
+      "train/diffusion_loss": 0.4861743152141571
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 1.0033565759658813,
+      "train/diffusion_loss": 0.453620970249176
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 1.1693131923675537,
+      "train/diffusion_loss": 0.47918909788131714
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 0.6550381183624268,
+      "train/diffusion_loss": 0.4545763432979584
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 58.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 58.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 0.8453159928321838,
+      "train/diffusion_loss": 0.46873602271080017
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 380.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 380.0,
+      "epoch": 2.0725806451612905,
+      "step": 172
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/ce_loss": 1.4176338911056519,
+      "train/diffusion_loss": 0.48065775632858276
+    },
+    {
+      "epoch": 2.0725806451612905,
+      "step": 172,
+      "train/learning_rate_real": 3.4070192633766025e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 1.1811920404434204,
+      "train/diffusion_loss": 0.4835513234138489
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 1.339653491973877,
+      "train/diffusion_loss": 0.49751830101013184
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 180.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 180.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 1.0375010967254639,
+      "train/diffusion_loss": 0.4667659401893616
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 1.0792067050933838,
+      "train/diffusion_loss": 0.4317210614681244
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 0.9912901520729065,
+      "train/diffusion_loss": 0.4940010607242584
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 1.1254897117614746,
+      "train/diffusion_loss": 0.5179702043533325
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 1.6391884088516235,
+      "train/diffusion_loss": 0.47009336948394775
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 1.4343352317810059,
+      "train/diffusion_loss": 0.6148794889450073
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 0.9691319465637207,
+      "train/diffusion_loss": 0.4715159237384796
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 1.1951416730880737,
+      "train/diffusion_loss": 0.5493741035461426
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 1.134164810180664,
+      "train/diffusion_loss": 0.475450336933136
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 2.0846774193548385,
+      "step": 173
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/ce_loss": 1.1574863195419312,
+      "train/diffusion_loss": 0.6097104549407959
+    },
+    {
+      "epoch": 2.0846774193548385,
+      "step": 173,
+      "train/learning_rate_real": 3.387979295695632e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 1.3682501316070557,
+      "train/diffusion_loss": 0.5010388493537903
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 160.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 160.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 0.8633759617805481,
+      "train/diffusion_loss": 0.5182589292526245
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 0.8876131772994995,
+      "train/diffusion_loss": 0.4371297061443329
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 1.6291769742965698,
+      "train/diffusion_loss": 0.5170428156852722
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 72.0,
+      "debug/num_lat_total": 216.0,
+      "debug/num_tok_loss": 72.0,
+      "debug/num_tok_total": 216.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 0.8740890622138977,
+      "train/diffusion_loss": 0.4364071190357208
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 1.133989930152893,
+      "train/diffusion_loss": 0.5494330525398254
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 1.369216799736023,
+      "train/diffusion_loss": 0.5151402354240417
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 1.6325185298919678,
+      "train/diffusion_loss": 0.5357557535171509
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 1.2085403203964233,
+      "train/diffusion_loss": 0.49478283524513245
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 0.9372806549072266,
+      "train/diffusion_loss": 0.4929533302783966
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 1.2934283018112183,
+      "train/diffusion_loss": 0.5897142291069031
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 2.096774193548387,
+      "step": 174
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/ce_loss": 0.7530743479728699,
+      "train/diffusion_loss": 0.44058895111083984
+    },
+    {
+      "epoch": 2.096774193548387,
+      "step": 174,
+      "train/learning_rate_real": 3.368880201985076e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 1.2171742916107178,
+      "train/diffusion_loss": 0.4987274706363678
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 1.4882279634475708,
+      "train/diffusion_loss": 0.561973512172699
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 367.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 367.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 1.432024359703064,
+      "train/diffusion_loss": 0.564549446105957
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 1.4866302013397217,
+      "train/diffusion_loss": 0.4845883250236511
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 1.5153429508209229,
+      "train/diffusion_loss": 0.5760511755943298
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 0.9415599703788757,
+      "train/diffusion_loss": 0.5132514834403992
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 1.138576626777649,
+      "train/diffusion_loss": 0.465902715921402
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 0.9594786167144775,
+      "train/diffusion_loss": 0.4100416302680969
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 1.338297963142395,
+      "train/diffusion_loss": 0.49714523553848267
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 1.3642243146896362,
+      "train/diffusion_loss": 0.493914395570755
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 0.8034171462059021,
+      "train/diffusion_loss": 0.4715392291545868
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 2.1088709677419355,
+      "step": 175
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/ce_loss": 1.3346937894821167,
+      "train/diffusion_loss": 0.508002519607544
+    },
+    {
+      "epoch": 2.1088709677419355,
+      "step": 175,
+      "train/learning_rate_real": 3.349723253956542e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 1.422491192817688,
+      "train/diffusion_loss": 0.4829457104206085
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 54.0,
+      "debug/num_lat_total": 167.0,
+      "debug/num_tok_loss": 54.0,
+      "debug/num_tok_total": 167.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 0.5137240290641785,
+      "train/diffusion_loss": 0.374094694852829
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 0.694566011428833,
+      "train/diffusion_loss": 0.4697416424751282
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 216.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 216.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 1.1144158840179443,
+      "train/diffusion_loss": 0.4547095000743866
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 1.4222829341888428,
+      "train/diffusion_loss": 0.5580952763557434
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 1.3679641485214233,
+      "train/diffusion_loss": 0.5602779984474182
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 0.8690987825393677,
+      "train/diffusion_loss": 0.49129173159599304
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 1.2874040603637695,
+      "train/diffusion_loss": 0.525502622127533
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 1.4183679819107056,
+      "train/diffusion_loss": 0.5426516532897949
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 0.976922869682312,
+      "train/diffusion_loss": 0.5120033025741577
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 1.2146612405776978,
+      "train/diffusion_loss": 0.5251575112342834
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 2.120967741935484,
+      "step": 176
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/ce_loss": 1.234004259109497,
+      "train/diffusion_loss": 0.4723365008831024
+    },
+    {
+      "epoch": 2.120967741935484,
+      "step": 176,
+      "train/learning_rate_real": 3.3305097271738665e-05
+    },
+    {
+      "debug/num_lat_loss": 221.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 221.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 1.571641445159912,
+      "train/diffusion_loss": 0.5278885364532471
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 1.1249486207962036,
+      "train/diffusion_loss": 0.47123292088508606
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 1.511293888092041,
+      "train/diffusion_loss": 0.485715389251709
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 176.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 176.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 1.3290138244628906,
+      "train/diffusion_loss": 0.5218112468719482
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 1.1228656768798828,
+      "train/diffusion_loss": 0.49965155124664307
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 1.259871244430542,
+      "train/diffusion_loss": 0.5124895572662354
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 1.0468785762786865,
+      "train/diffusion_loss": 0.43384453654289246
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 1.2965869903564453,
+      "train/diffusion_loss": 0.5635743737220764
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 1.4662505388259888,
+      "train/diffusion_loss": 0.48161911964416504
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 1.3850185871124268,
+      "train/diffusion_loss": 0.47986045479774475
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 1.004783034324646,
+      "train/diffusion_loss": 0.43665802478790283
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 2.133064516129032,
+      "step": 177
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/ce_loss": 0.9801597595214844,
+      "train/diffusion_loss": 0.492416650056839
+    },
+    {
+      "epoch": 2.133064516129032,
+      "step": 177,
+      "train/learning_rate_real": 3.3112409009681766e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 0.901343584060669,
+      "train/diffusion_loss": 0.4855090081691742
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 1.1401242017745972,
+      "train/diffusion_loss": 0.5180813074111938
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 1.3750027418136597,
+      "train/diffusion_loss": 0.5269185900688171
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 0.815868079662323,
+      "train/diffusion_loss": 0.4448823928833008
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 1.2845008373260498,
+      "train/diffusion_loss": 0.5052153468132019
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 1.4020153284072876,
+      "train/diffusion_loss": 0.5234100818634033
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 0.8128994107246399,
+      "train/diffusion_loss": 0.5306249260902405
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 1.0139402151107788,
+      "train/diffusion_loss": 0.45645400881767273
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 1.111822485923767,
+      "train/diffusion_loss": 0.5161111950874329
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 1.5108450651168823,
+      "train/diffusion_loss": 0.5271109938621521
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 1.0143324136734009,
+      "train/diffusion_loss": 0.45719555020332336
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 396.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 396.0,
+      "epoch": 2.1451612903225805,
+      "step": 178
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/ce_loss": 1.5520141124725342,
+      "train/diffusion_loss": 0.5073487758636475
+    },
+    {
+      "epoch": 2.1451612903225805,
+      "step": 178,
+      "train/learning_rate_real": 3.291918058352706e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 1.544448733329773,
+      "train/diffusion_loss": 0.5693870782852173
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 1.0367871522903442,
+      "train/diffusion_loss": 0.5176243782043457
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 1.4554815292358398,
+      "train/diffusion_loss": 0.4769253134727478
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 0.9436858296394348,
+      "train/diffusion_loss": 0.5252988338470459
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 79.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 79.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 0.8020386695861816,
+      "train/diffusion_loss": 0.430980920791626
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 1.0444320440292358,
+      "train/diffusion_loss": 0.4389989674091339
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 1.404809594154358,
+      "train/diffusion_loss": 0.5442882776260376
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 60.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 60.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 0.6606070399284363,
+      "train/diffusion_loss": 0.47604885697364807
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 1.6325591802597046,
+      "train/diffusion_loss": 0.5521591305732727
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 181.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 181.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 1.2071902751922607,
+      "train/diffusion_loss": 0.5112622976303101
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 1.4047966003417969,
+      "train/diffusion_loss": 0.4861440360546112
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 2.157258064516129,
+      "step": 179
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/ce_loss": 1.3487623929977417,
+      "train/diffusion_loss": 0.48116815090179443
+    },
+    {
+      "epoch": 2.157258064516129,
+      "step": 179,
+      "train/learning_rate_real": 3.272542485937369e-05
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "grad_norm": 22.553380966186523,
+      "learning_rate": 3.272542485937369e-05,
+      "loss": 19.2962,
+      "step": 180
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 1.5827499628067017,
+      "train/diffusion_loss": 0.5167365074157715
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 1.3301925659179688,
+      "train/diffusion_loss": 0.5501307845115662
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 0.6269617676734924,
+      "train/diffusion_loss": 0.6065329313278198
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 1.2866584062576294,
+      "train/diffusion_loss": 0.5895346999168396
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 366.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 366.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 1.1592228412628174,
+      "train/diffusion_loss": 0.5056478977203369
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 1.175585389137268,
+      "train/diffusion_loss": 0.5391755104064941
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 1.5776129961013794,
+      "train/diffusion_loss": 0.5191838145256042
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 1.2995985746383667,
+      "train/diffusion_loss": 0.5201928019523621
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 1.2349292039871216,
+      "train/diffusion_loss": 0.5156916379928589
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 1.0146093368530273,
+      "train/diffusion_loss": 0.5073913335800171
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 1.2869542837142944,
+      "train/diffusion_loss": 0.48064082860946655
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 2.1693548387096775,
+      "step": 180
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/ce_loss": 0.9835129976272583,
+      "train/diffusion_loss": 0.49679359793663025
+    },
+    {
+      "epoch": 2.1693548387096775,
+      "step": 180,
+      "train/learning_rate_real": 3.253115473843086e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 0.7748062014579773,
+      "train/diffusion_loss": 0.45477572083473206
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 1.0995752811431885,
+      "train/diffusion_loss": 0.4502379596233368
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 1.4009802341461182,
+      "train/diffusion_loss": 0.5363984107971191
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 1.0727380514144897,
+      "train/diffusion_loss": 0.4869537353515625
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 1.2128835916519165,
+      "train/diffusion_loss": 0.5334276556968689
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 315.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 315.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 1.1404099464416504,
+      "train/diffusion_loss": 0.5492376089096069
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 1.2004282474517822,
+      "train/diffusion_loss": 0.5821780562400818
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 1.3717011213302612,
+      "train/diffusion_loss": 0.5634841918945312
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 1.3193155527114868,
+      "train/diffusion_loss": 0.4917043149471283
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 1.2677631378173828,
+      "train/diffusion_loss": 0.5252161026000977
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 1.0761905908584595,
+      "train/diffusion_loss": 0.5224960446357727
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 2.181451612903226,
+      "step": 181
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/ce_loss": 0.7908791303634644,
+      "train/diffusion_loss": 0.3659432530403137
+    },
+    {
+      "epoch": 2.181451612903226,
+      "step": 181,
+      "train/learning_rate_real": 3.233638315615887e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 1.1006072759628296,
+      "train/diffusion_loss": 0.5344350934028625
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 52.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 52.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 0.7587870359420776,
+      "train/diffusion_loss": 0.3774969279766083
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 1.3062101602554321,
+      "train/diffusion_loss": 0.4764793813228607
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 1.036341667175293,
+      "train/diffusion_loss": 0.4332260191440582
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 1.04985511302948,
+      "train/diffusion_loss": 0.4408206045627594
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 1.3996543884277344,
+      "train/diffusion_loss": 0.4810234308242798
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 367.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 367.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 1.5666159391403198,
+      "train/diffusion_loss": 0.5163457989692688
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 1.0399678945541382,
+      "train/diffusion_loss": 0.5571991801261902
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 1.4367334842681885,
+      "train/diffusion_loss": 0.5484165549278259
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 1.218124508857727,
+      "train/diffusion_loss": 0.5542767643928528
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 0.9851342439651489,
+      "train/diffusion_loss": 0.4980725646018982
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 2.193548387096774,
+      "step": 182
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/ce_loss": 1.2125835418701172,
+      "train/diffusion_loss": 0.5444229245185852
+    },
+    {
+      "epoch": 2.193548387096774,
+      "step": 182,
+      "train/learning_rate_real": 3.214112308140777e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 1.2255542278289795,
+      "train/diffusion_loss": 0.42806777358055115
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 0.9847485423088074,
+      "train/diffusion_loss": 0.45229238271713257
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 1.254447102546692,
+      "train/diffusion_loss": 0.5364298224449158
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 1.2061388492584229,
+      "train/diffusion_loss": 0.5061207413673401
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 1.1411501169204712,
+      "train/diffusion_loss": 0.5003754496574402
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 1.4003758430480957,
+      "train/diffusion_loss": 0.514017641544342
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 145.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 145.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 0.9509046077728271,
+      "train/diffusion_loss": 0.4130271077156067
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 197.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 197.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 0.8243356943130493,
+      "train/diffusion_loss": 0.457533061504364
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 249.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 249.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 1.150476336479187,
+      "train/diffusion_loss": 0.4663064777851105
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 1.3523179292678833,
+      "train/diffusion_loss": 0.5224169492721558
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 1.1727817058563232,
+      "train/diffusion_loss": 0.4914112389087677
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 2.2056451612903225,
+      "step": 183
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/ce_loss": 0.6935323476791382,
+      "train/diffusion_loss": 0.39349809288978577
+    },
+    {
+      "epoch": 2.2056451612903225,
+      "step": 183,
+      "train/learning_rate_real": 3.1945387515553846e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 0.5319551825523376,
+      "train/diffusion_loss": 0.4998084306716919
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 1.628112554550171,
+      "train/diffusion_loss": 0.47959110140800476
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 1.1900280714035034,
+      "train/diffusion_loss": 0.49840447306632996
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 1.3824741840362549,
+      "train/diffusion_loss": 0.49435603618621826
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 376.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 376.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 1.5104293823242188,
+      "train/diffusion_loss": 0.4606185257434845
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 1.4292138814926147,
+      "train/diffusion_loss": 0.5539693832397461
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 281.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 281.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 0.9433947801589966,
+      "train/diffusion_loss": 0.5380421876907349
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 0.9752024412155151,
+      "train/diffusion_loss": 0.5044745206832886
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 226.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 226.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 1.496590256690979,
+      "train/diffusion_loss": 0.5983750224113464
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 1.1898224353790283,
+      "train/diffusion_loss": 0.5701643824577332
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 1.2910518646240234,
+      "train/diffusion_loss": 0.46238088607788086
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 2.217741935483871,
+      "step": 184
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/ce_loss": 0.953163206577301,
+      "train/diffusion_loss": 0.4812309145927429
+    },
+    {
+      "epoch": 2.217741935483871,
+      "step": 184,
+      "train/learning_rate_real": 3.174918949163392e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 0.9319901466369629,
+      "train/diffusion_loss": 0.524587094783783
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 1.381629228591919,
+      "train/diffusion_loss": 0.4983764886856079
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 1.0541648864746094,
+      "train/diffusion_loss": 0.4633007049560547
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 1.0881637334823608,
+      "train/diffusion_loss": 0.5038604736328125
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 1.5043330192565918,
+      "train/diffusion_loss": 0.5032856464385986
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 1.0869858264923096,
+      "train/diffusion_loss": 0.5119048357009888
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 1.4649444818496704,
+      "train/diffusion_loss": 0.5172482132911682
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 1.1790183782577515,
+      "train/diffusion_loss": 0.4806658923625946
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 1.07600998878479,
+      "train/diffusion_loss": 0.4522913098335266
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 47.0,
+      "debug/num_lat_total": 160.0,
+      "debug/num_tok_loss": 47.0,
+      "debug/num_tok_total": 160.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 0.48630285263061523,
+      "train/diffusion_loss": 0.44657793641090393
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 1.1486538648605347,
+      "train/diffusion_loss": 0.466148316860199
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 2.2298387096774195,
+      "step": 185
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/ce_loss": 1.1381268501281738,
+      "train/diffusion_loss": 0.4678928554058075
+    },
+    {
+      "epoch": 2.2298387096774195,
+      "step": 185,
+      "train/learning_rate_real": 3.1552542073477555e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 0.8720846176147461,
+      "train/diffusion_loss": 0.4153907597064972
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 0.9627745151519775,
+      "train/diffusion_loss": 0.47678273916244507
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 1.4415898323059082,
+      "train/diffusion_loss": 0.5334848761558533
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 1.0804089307785034,
+      "train/diffusion_loss": 0.47844257950782776
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 1.193129062652588,
+      "train/diffusion_loss": 0.566827118396759
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 1.24869704246521,
+      "train/diffusion_loss": 0.5733797550201416
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 0.9397297501564026,
+      "train/diffusion_loss": 0.5081440210342407
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 1.1560018062591553,
+      "train/diffusion_loss": 0.5103991031646729
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 0.919856607913971,
+      "train/diffusion_loss": 0.43150049448013306
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 1.1659821271896362,
+      "train/diffusion_loss": 0.5574207901954651
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 0.9519699215888977,
+      "train/diffusion_loss": 0.4837504029273987
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 2.241935483870968,
+      "step": 186
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/ce_loss": 1.3232195377349854,
+      "train/diffusion_loss": 0.5044603943824768
+    },
+    {
+      "epoch": 2.241935483870968,
+      "step": 186,
+      "train/learning_rate_real": 3.135545835483718e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 1.5983413457870483,
+      "train/diffusion_loss": 0.5523261427879333
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 1.1465498208999634,
+      "train/diffusion_loss": 0.47477179765701294
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 1.6479357481002808,
+      "train/diffusion_loss": 0.5045597553253174
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 1.0905237197875977,
+      "train/diffusion_loss": 0.5334533452987671
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 0.9978598952293396,
+      "train/diffusion_loss": 0.6159949898719788
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 1.4088331460952759,
+      "train/diffusion_loss": 0.5596365332603455
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 203.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 203.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 0.8883550763130188,
+      "train/diffusion_loss": 0.4626002311706543
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 0.7449686527252197,
+      "train/diffusion_loss": 0.5144751667976379
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 0.8514206409454346,
+      "train/diffusion_loss": 0.448129802942276
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 55.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 55.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 0.7011197209358215,
+      "train/diffusion_loss": 0.39201149344444275
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 1.0033023357391357,
+      "train/diffusion_loss": 0.44117456674575806
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 2.254032258064516,
+      "step": 187
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/ce_loss": 1.5050078630447388,
+      "train/diffusion_loss": 0.4758966863155365
+    },
+    {
+      "epoch": 2.254032258064516,
+      "step": 187,
+      "train/learning_rate_real": 3.115795145851625e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 1.1477930545806885,
+      "train/diffusion_loss": 0.44575703144073486
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 1.0953730344772339,
+      "train/diffusion_loss": 0.48604920506477356
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 1.5740231275558472,
+      "train/diffusion_loss": 0.5067440867424011
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 231.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 231.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 1.479862928390503,
+      "train/diffusion_loss": 0.5570870041847229
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 1.2796417474746704,
+      "train/diffusion_loss": 0.47532835602760315
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 204.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 204.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 1.1423470973968506,
+      "train/diffusion_loss": 0.5221627354621887
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 1.170231819152832,
+      "train/diffusion_loss": 0.4856426417827606
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 1.076402187347412,
+      "train/diffusion_loss": 0.49762850999832153
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 1.2841951847076416,
+      "train/diffusion_loss": 0.4780423045158386
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 1.2958083152770996,
+      "train/diffusion_loss": 0.4632599949836731
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 0.9325770139694214,
+      "train/diffusion_loss": 0.5314542651176453
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 2.2661290322580645,
+      "step": 188
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/ce_loss": 1.0977967977523804,
+      "train/diffusion_loss": 0.43034154176712036
+    },
+    {
+      "epoch": 2.2661290322580645,
+      "step": 188,
+      "train/learning_rate_real": 3.096003453549549e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 1.3713217973709106,
+      "train/diffusion_loss": 0.5341902375221252
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 1.0227144956588745,
+      "train/diffusion_loss": 0.5349268913269043
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 395.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 395.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 1.6823242902755737,
+      "train/diffusion_loss": 0.5232153534889221
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 1.167465090751648,
+      "train/diffusion_loss": 0.46593862771987915
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 1.3754332065582275,
+      "train/diffusion_loss": 0.4908622205257416
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "debug/num_lat_loss": 201.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 201.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 1.5863986015319824,
+      "train/diffusion_loss": 0.4989623427391052
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 1.338610053062439,
+      "train/diffusion_loss": 0.49021926522254944
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 330.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 330.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 1.2008984088897705,
+      "train/diffusion_loss": 0.48447567224502563
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 1.284443974494934,
+      "train/diffusion_loss": 0.449156790971756
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 0.744402289390564,
+      "train/diffusion_loss": 0.507123589515686
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 1.20789635181427,
+      "train/diffusion_loss": 0.49739527702331543
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 2.278225806451613,
+      "step": 189
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/ce_loss": 1.294389009475708,
+      "train/diffusion_loss": 0.4806361496448517
+    },
+    {
+      "epoch": 2.278225806451613,
+      "step": 189,
+      "train/learning_rate_real": 3.076172076405722e-05
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "grad_norm": 21.723127365112305,
+      "learning_rate": 3.076172076405722e-05,
+      "loss": 19.1056,
+      "step": 190
+    },
+    {
+      "debug/num_lat_loss": 211.0,
+      "debug/num_lat_total": 389.0,
+      "debug/num_tok_loss": 211.0,
+      "debug/num_tok_total": 389.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 1.740618348121643,
+      "train/diffusion_loss": 0.46577757596969604
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 0.9877931475639343,
+      "train/diffusion_loss": 0.4577389359474182
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 1.270688533782959,
+      "train/diffusion_loss": 0.5319550037384033
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 1.1472153663635254,
+      "train/diffusion_loss": 0.5658091902732849
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 1.4907286167144775,
+      "train/diffusion_loss": 0.46969276666641235
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 1.483621597290039,
+      "train/diffusion_loss": 0.4709964394569397
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 1.0091699361801147,
+      "train/diffusion_loss": 0.42266523838043213
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 1.313685417175293,
+      "train/diffusion_loss": 0.4761575758457184
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 1.0849336385726929,
+      "train/diffusion_loss": 0.4188400208950043
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 0.9408838152885437,
+      "train/diffusion_loss": 0.5704547762870789
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 1.3119081258773804,
+      "train/diffusion_loss": 0.5294641852378845
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 2.2903225806451615,
+      "step": 190
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/ce_loss": 1.2805438041687012,
+      "train/diffusion_loss": 0.4910407066345215
+    },
+    {
+      "epoch": 2.2903225806451615,
+      "step": 190,
+      "train/learning_rate_real": 3.056302334890786e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 1.101362705230713,
+      "train/diffusion_loss": 0.49953705072402954
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 170.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 170.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 0.9991435408592224,
+      "train/diffusion_loss": 0.4553090035915375
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 1.0959007740020752,
+      "train/diffusion_loss": 0.518172025680542
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 1.46623694896698,
+      "train/diffusion_loss": 0.454880028963089
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 1.0872339010238647,
+      "train/diffusion_loss": 0.5749540328979492
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 1.7265359163284302,
+      "train/diffusion_loss": 0.5536913275718689
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 1.4953442811965942,
+      "train/diffusion_loss": 0.471743106842041
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 1.4077266454696655,
+      "train/diffusion_loss": 0.5748565793037415
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 1.0386452674865723,
+      "train/diffusion_loss": 0.4713344871997833
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 1.287521243095398,
+      "train/diffusion_loss": 0.4779946208000183
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 231.0,
+      "debug/num_lat_total": 425.0,
+      "debug/num_tok_loss": 231.0,
+      "debug/num_tok_total": 425.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 1.4993220567703247,
+      "train/diffusion_loss": 0.4912252724170685
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 59.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 59.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 2.3024193548387095,
+      "step": 191
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/ce_loss": 0.6763898730278015,
+      "train/diffusion_loss": 0.43437454104423523
+    },
+    {
+      "epoch": 2.3024193548387095,
+      "step": 191,
+      "train/learning_rate_real": 3.0363955520298742e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 0.7761051058769226,
+      "train/diffusion_loss": 0.4242854714393616
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 1.636820673942566,
+      "train/diffusion_loss": 0.5250205993652344
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 1.1121978759765625,
+      "train/diffusion_loss": 0.47930702567100525
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 1.318314790725708,
+      "train/diffusion_loss": 0.45087429881095886
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 1.4013677835464478,
+      "train/diffusion_loss": 0.5486788749694824
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 1.7228411436080933,
+      "train/diffusion_loss": 0.5698942542076111
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 1.197517991065979,
+      "train/diffusion_loss": 0.50214684009552
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 0.9459160566329956,
+      "train/diffusion_loss": 0.5110965371131897
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 1.365991234779358,
+      "train/diffusion_loss": 0.5551028847694397
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 1.1566267013549805,
+      "train/diffusion_loss": 0.5040087103843689
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 1.2064731121063232,
+      "train/diffusion_loss": 0.4549281895160675
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 2.314516129032258,
+      "step": 192
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/ce_loss": 1.0425654649734497,
+      "train/diffusion_loss": 0.533210039138794
+    },
+    {
+      "epoch": 2.314516129032258,
+      "step": 192,
+      "train/learning_rate_real": 3.0164530533145123e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 0.7915042042732239,
+      "train/diffusion_loss": 0.4589806795120239
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 1.4378129243850708,
+      "train/diffusion_loss": 0.47688624262809753
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 1.2380479574203491,
+      "train/diffusion_loss": 0.5157104134559631
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 1.3921818733215332,
+      "train/diffusion_loss": 0.47306501865386963
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 1.3572677373886108,
+      "train/diffusion_loss": 0.546425461769104
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 1.0586010217666626,
+      "train/diffusion_loss": 0.4843784272670746
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 1.3286391496658325,
+      "train/diffusion_loss": 0.4890713095664978
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 1.1621143817901611,
+      "train/diffusion_loss": 0.48753780126571655
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 1.1607121229171753,
+      "train/diffusion_loss": 0.526228129863739
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 1.4074405431747437,
+      "train/diffusion_loss": 0.5629259943962097
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 1.3093962669372559,
+      "train/diffusion_loss": 0.476680189371109
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 2.3266129032258065,
+      "step": 193
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/ce_loss": 1.288822889328003,
+      "train/diffusion_loss": 0.5480846166610718
+    },
+    {
+      "epoch": 2.3266129032258065,
+      "step": 193,
+      "train/learning_rate_real": 2.996476166614364e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 1.624371886253357,
+      "train/diffusion_loss": 0.5359678268432617
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 1.525001049041748,
+      "train/diffusion_loss": 0.5839409232139587
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 1.3765954971313477,
+      "train/diffusion_loss": 0.47977006435394287
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 1.4294439554214478,
+      "train/diffusion_loss": 0.49669432640075684
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 0.8676400780677795,
+      "train/diffusion_loss": 0.5761281847953796
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 1.5388911962509155,
+      "train/diffusion_loss": 0.5476723909378052
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 0.9919137954711914,
+      "train/diffusion_loss": 0.515110969543457
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 1.0786476135253906,
+      "train/diffusion_loss": 0.4863557815551758
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 1.3166162967681885,
+      "train/diffusion_loss": 0.5119127035140991
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 44.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 44.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 0.6100594997406006,
+      "train/diffusion_loss": 0.37287890911102295
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 1.2225093841552734,
+      "train/diffusion_loss": 0.5608897805213928
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 2.338709677419355,
+      "step": 194
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/ce_loss": 1.3121497631072998,
+      "train/diffusion_loss": 0.5173051357269287
+    },
+    {
+      "epoch": 2.338709677419355,
+      "step": 194,
+      "train/learning_rate_real": 2.9764662220888157e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 1.4678502082824707,
+      "train/diffusion_loss": 0.5388596653938293
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 1.3097813129425049,
+      "train/diffusion_loss": 0.48123031854629517
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 1.1629951000213623,
+      "train/diffusion_loss": 0.47243332862854004
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 1.0731641054153442,
+      "train/diffusion_loss": 0.4533498287200928
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 0.8998433351516724,
+      "train/diffusion_loss": 0.44765111804008484
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 1.3538678884506226,
+      "train/diffusion_loss": 0.5404548645019531
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 0.8091410398483276,
+      "train/diffusion_loss": 0.41034770011901855
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 1.1916977167129517,
+      "train/diffusion_loss": 0.502902090549469
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 1.2832950353622437,
+      "train/diffusion_loss": 0.5469980239868164
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 1.3922607898712158,
+      "train/diffusion_loss": 0.518521249294281
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 224.0,
+      "debug/num_lat_total": 385.0,
+      "debug/num_tok_loss": 224.0,
+      "debug/num_tok_total": 385.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 1.4103171825408936,
+      "train/diffusion_loss": 0.48994889855384827
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 2.350806451612903,
+      "step": 195
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/ce_loss": 1.4573391675949097,
+      "train/diffusion_loss": 0.4972895681858063
+    },
+    {
+      "epoch": 2.350806451612903,
+      "step": 195,
+      "train/learning_rate_real": 2.9564245520984047e-05
+    },
+    {
+      "debug/num_lat_loss": 76.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 76.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 0.6936843395233154,
+      "train/diffusion_loss": 0.42520514130592346
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 390.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 390.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 1.631850242614746,
+      "train/diffusion_loss": 0.5806436538696289
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 1.2573002576828003,
+      "train/diffusion_loss": 0.5671747922897339
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 1.1723090410232544,
+      "train/diffusion_loss": 0.5036780834197998
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 1.3463109731674194,
+      "train/diffusion_loss": 0.479902446269989
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 1.316996455192566,
+      "train/diffusion_loss": 0.5212256908416748
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 1.009609341621399,
+      "train/diffusion_loss": 0.550055205821991
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 1.0853286981582642,
+      "train/diffusion_loss": 0.4923936724662781
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 1.1223517656326294,
+      "train/diffusion_loss": 0.5127277970314026
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 1.294577956199646,
+      "train/diffusion_loss": 0.5089159607887268
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 1.1779842376708984,
+      "train/diffusion_loss": 0.5018836855888367
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 2.3629032258064515,
+      "step": 196
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/ce_loss": 1.676864743232727,
+      "train/diffusion_loss": 0.5435278415679932
+    },
+    {
+      "epoch": 2.3629032258064515,
+      "step": 196,
+      "train/learning_rate_real": 2.936352491116106e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 1.0980244874954224,
+      "train/diffusion_loss": 0.4961934983730316
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 1.0121461153030396,
+      "train/diffusion_loss": 0.42227253317832947
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 1.5915920734405518,
+      "train/diffusion_loss": 0.5261610150337219
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 1.2413567304611206,
+      "train/diffusion_loss": 0.5167196989059448
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 1.003575325012207,
+      "train/diffusion_loss": 0.6108006834983826
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 1.6208152770996094,
+      "train/diffusion_loss": 0.49872270226478577
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 1.4418326616287231,
+      "train/diffusion_loss": 0.4823784828186035
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 50.0,
+      "debug/num_lat_total": 163.0,
+      "debug/num_tok_loss": 50.0,
+      "debug/num_tok_total": 163.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 0.5709399580955505,
+      "train/diffusion_loss": 0.36572742462158203
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 0.9797444343566895,
+      "train/diffusion_loss": 0.5012934803962708
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 1.449399709701538,
+      "train/diffusion_loss": 0.573560357093811
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 1.332311987876892,
+      "train/diffusion_loss": 0.53377765417099
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 2.375,
+      "step": 197
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/ce_loss": 0.9917696714401245,
+      "train/diffusion_loss": 0.48349350690841675
+    },
+    {
+      "epoch": 2.375,
+      "step": 197,
+      "train/learning_rate_real": 2.916251375638478e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 382.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 382.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 1.601873755455017,
+      "train/diffusion_loss": 0.5012975335121155
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 0.7840699553489685,
+      "train/diffusion_loss": 0.46752676367759705
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 359.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 359.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 1.3612399101257324,
+      "train/diffusion_loss": 0.5378268361091614
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 1.0730541944503784,
+      "train/diffusion_loss": 0.512951135635376
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 1.851539969444275,
+      "train/diffusion_loss": 0.5610842108726501
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 1.3513778448104858,
+      "train/diffusion_loss": 0.5723119974136353
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 1.128003478050232,
+      "train/diffusion_loss": 0.5515725612640381
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 1.0918959379196167,
+      "train/diffusion_loss": 0.46134376525878906
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 1.4875508546829224,
+      "train/diffusion_loss": 0.48891377449035645
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 57.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 57.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 0.458708792924881,
+      "train/diffusion_loss": 0.42276790738105774
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 61.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 61.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 0.5660455226898193,
+      "train/diffusion_loss": 0.43163546919822693
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 195.0,
+      "debug/num_lat_total": 389.0,
+      "debug/num_tok_loss": 195.0,
+      "debug/num_tok_total": 389.0,
+      "epoch": 2.3870967741935485,
+      "step": 198
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/ce_loss": 1.6842091083526611,
+      "train/diffusion_loss": 0.5035682916641235
+    },
+    {
+      "epoch": 2.3870967741935485,
+      "step": 198,
+      "train/learning_rate_real": 2.896122544096668e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 1.1976196765899658,
+      "train/diffusion_loss": 0.5575363636016846
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 1.2929631471633911,
+      "train/diffusion_loss": 0.5038067102432251
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 0.9623312950134277,
+      "train/diffusion_loss": 0.47680607438087463
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 1.380545735359192,
+      "train/diffusion_loss": 0.5188493728637695
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 1.5337307453155518,
+      "train/diffusion_loss": 0.5601446628570557
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 1.3078656196594238,
+      "train/diffusion_loss": 0.6009848117828369
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 1.0966851711273193,
+      "train/diffusion_loss": 0.4605957567691803
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "debug/num_lat_loss": 67.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 67.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 0.7673609256744385,
+      "train/diffusion_loss": 0.4368036091327667
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 1.3934282064437866,
+      "train/diffusion_loss": 0.4424377977848053
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "debug/num_lat_loss": 198.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 198.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 1.1398742198944092,
+      "train/diffusion_loss": 0.4904657304286957
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 1.381592869758606,
+      "train/diffusion_loss": 0.5430997014045715
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 2.399193548387097,
+      "step": 199
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/ce_loss": 1.7035597562789917,
+      "train/diffusion_loss": 0.5777731537818909
+    },
+    {
+      "epoch": 2.399193548387097,
+      "step": 199,
+      "train/learning_rate_real": 2.875967336767296e-05
+    },
+    {
+      "epoch": 2.411290322580645,
+      "grad_norm": 21.641010284423828,
+      "learning_rate": 2.875967336767296e-05,
+      "loss": 19.6294,
+      "step": 200
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 1.0780844688415527,
+      "train/diffusion_loss": 0.4952354431152344
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 1.201988697052002,
+      "train/diffusion_loss": 0.5685352087020874
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 1.1768031120300293,
+      "train/diffusion_loss": 0.5285454988479614
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 0.9770312309265137,
+      "train/diffusion_loss": 0.421406090259552
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 1.5201181173324585,
+      "train/diffusion_loss": 0.5042324662208557
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 1.1250663995742798,
+      "train/diffusion_loss": 0.46839824318885803
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 1.0558308362960815,
+      "train/diffusion_loss": 0.43578505516052246
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 1.33586847782135,
+      "train/diffusion_loss": 0.48385122418403625
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 0.6735032796859741,
+      "train/diffusion_loss": 0.42390334606170654
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 1.103308081626892,
+      "train/diffusion_loss": 0.4378371238708496
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 222.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 222.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 1.3069486618041992,
+      "train/diffusion_loss": 0.5939164161682129
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 176.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 176.0,
+      "epoch": 2.411290322580645,
+      "step": 200
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/ce_loss": 0.9342984557151794,
+      "train/diffusion_loss": 0.43348339200019836
+    },
+    {
+      "epoch": 2.411290322580645,
+      "step": 200,
+      "train/learning_rate_real": 2.8557870956832132e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 1.0388908386230469,
+      "train/diffusion_loss": 0.4590231776237488
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 0.9302160739898682,
+      "train/diffusion_loss": 0.44202202558517456
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 1.1610788106918335,
+      "train/diffusion_loss": 0.46425893902778625
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 1.196592092514038,
+      "train/diffusion_loss": 0.5480695366859436
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 1.5622919797897339,
+      "train/diffusion_loss": 0.5260291695594788
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 1.5878431797027588,
+      "train/diffusion_loss": 0.5665982961654663
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 1.725992202758789,
+      "train/diffusion_loss": 0.5104103684425354
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 0.8845601081848145,
+      "train/diffusion_loss": 0.5019887685775757
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 1.1088024377822876,
+      "train/diffusion_loss": 0.460824579000473
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 1.3813294172286987,
+      "train/diffusion_loss": 0.5391532778739929
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 1.1557213068008423,
+      "train/diffusion_loss": 0.43870267271995544
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 2.4233870967741935,
+      "step": 201
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/ce_loss": 1.1882908344268799,
+      "train/diffusion_loss": 0.5474265813827515
+    },
+    {
+      "epoch": 2.4233870967741935,
+      "step": 201,
+      "train/learning_rate_real": 2.8355831645441388e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 1.223496913909912,
+      "train/diffusion_loss": 0.46629598736763
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 1.545366883277893,
+      "train/diffusion_loss": 0.5033295154571533
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 1.4234392642974854,
+      "train/diffusion_loss": 0.5049334168434143
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 1.29717218875885,
+      "train/diffusion_loss": 0.5010528564453125
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 1.244818925857544,
+      "train/diffusion_loss": 0.49449053406715393
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 0.9038467407226562,
+      "train/diffusion_loss": 0.4826923906803131
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 1.3163752555847168,
+      "train/diffusion_loss": 0.507203996181488
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 1.1746724843978882,
+      "train/diffusion_loss": 0.5017148852348328
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 0.9481534361839294,
+      "train/diffusion_loss": 0.5506224632263184
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 1.3583217859268188,
+      "train/diffusion_loss": 0.5025084614753723
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 1.1872429847717285,
+      "train/diffusion_loss": 0.48203974962234497
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 2.435483870967742,
+      "step": 202
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/ce_loss": 1.7420052289962769,
+      "train/diffusion_loss": 0.5374895334243774
+    },
+    {
+      "epoch": 2.435483870967742,
+      "step": 202,
+      "train/learning_rate_real": 2.815356888627195e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 1.2190200090408325,
+      "train/diffusion_loss": 0.5618326663970947
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 1.254817247390747,
+      "train/diffusion_loss": 0.5542445182800293
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 315.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 315.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 1.4422682523727417,
+      "train/diffusion_loss": 0.5615706443786621
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 0.9789929389953613,
+      "train/diffusion_loss": 0.4875790774822235
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 225.0,
+      "debug/num_lat_total": 403.0,
+      "debug/num_tok_loss": 225.0,
+      "debug/num_tok_total": 403.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 1.5777087211608887,
+      "train/diffusion_loss": 0.5083263516426086
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 1.384818434715271,
+      "train/diffusion_loss": 0.47606703639030457
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 193.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 193.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 1.4793351888656616,
+      "train/diffusion_loss": 0.5829257369041443
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 1.0079671144485474,
+      "train/diffusion_loss": 0.5128288865089417
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 1.154893398284912,
+      "train/diffusion_loss": 0.4877009391784668
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 0.8552507162094116,
+      "train/diffusion_loss": 0.46016010642051697
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 1.1979750394821167,
+      "train/diffusion_loss": 0.5959503054618835
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 66.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 66.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 2.4475806451612905,
+      "step": 203
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/ce_loss": 0.7265565991401672,
+      "train/diffusion_loss": 0.49454978108406067
+    },
+    {
+      "epoch": 2.4475806451612905,
+      "step": 203,
+      "train/learning_rate_real": 2.795109614697326e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 1.1508264541625977,
+      "train/diffusion_loss": 0.49660724401474
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 1.4132130146026611,
+      "train/diffusion_loss": 0.48928847908973694
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 1.096215009689331,
+      "train/diffusion_loss": 0.4827229678630829
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 0.8671276569366455,
+      "train/diffusion_loss": 0.3869064152240753
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 0.983059823513031,
+      "train/diffusion_loss": 0.47070571780204773
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 165.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 165.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 1.183213710784912,
+      "train/diffusion_loss": 0.4749426543712616
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 1.404771327972412,
+      "train/diffusion_loss": 0.5599119067192078
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 0.97281414270401,
+      "train/diffusion_loss": 0.42561420798301697
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 1.3618731498718262,
+      "train/diffusion_loss": 0.5030121207237244
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 1.4091899394989014,
+      "train/diffusion_loss": 0.5466780066490173
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 0.8645685911178589,
+      "train/diffusion_loss": 0.4966377913951874
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 2.4596774193548385,
+      "step": 204
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/ce_loss": 1.3364744186401367,
+      "train/diffusion_loss": 0.5092118382453918
+    },
+    {
+      "epoch": 2.4596774193548385,
+      "step": 204,
+      "train/learning_rate_real": 2.7748426909176307e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 1.5592372417449951,
+      "train/diffusion_loss": 0.4814246892929077
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 1.6907025575637817,
+      "train/diffusion_loss": 0.49969804286956787
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 249.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 249.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 0.8987665176391602,
+      "train/diffusion_loss": 0.5126612782478333
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 0.6817407608032227,
+      "train/diffusion_loss": 0.38779136538505554
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 0.9945350885391235,
+      "train/diffusion_loss": 0.5440622568130493
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 1.3573664426803589,
+      "train/diffusion_loss": 0.5082582235336304
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 1.0810248851776123,
+      "train/diffusion_loss": 0.4576132893562317
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 1.2478381395339966,
+      "train/diffusion_loss": 0.5236736536026001
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 1.0017305612564087,
+      "train/diffusion_loss": 0.4734596312046051
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 1.5527082681655884,
+      "train/diffusion_loss": 0.548397421836853
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 1.1273332834243774,
+      "train/diffusion_loss": 0.4897457957267761
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.471774193548387,
+      "step": 205
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/ce_loss": 0.9074261784553528,
+      "train/diffusion_loss": 0.4916563034057617
+    },
+    {
+      "epoch": 2.471774193548387,
+      "step": 205,
+      "train/learning_rate_real": 2.754557466759589e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 1.689288854598999,
+      "train/diffusion_loss": 0.5815030336380005
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 1.3253297805786133,
+      "train/diffusion_loss": 0.5391811728477478
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 1.5534988641738892,
+      "train/diffusion_loss": 0.5373730659484863
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 1.5072520971298218,
+      "train/diffusion_loss": 0.5163946747779846
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 1.0165793895721436,
+      "train/diffusion_loss": 0.4760790169239044
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 1.521014928817749,
+      "train/diffusion_loss": 0.48471808433532715
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 1.2312129735946655,
+      "train/diffusion_loss": 0.47550177574157715
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 1.0188355445861816,
+      "train/diffusion_loss": 0.46042895317077637
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 1.1467138528823853,
+      "train/diffusion_loss": 0.48787158727645874
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 0.9558771252632141,
+      "train/diffusion_loss": 0.4668629765510559
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 0.843830943107605,
+      "train/diffusion_loss": 0.48701706528663635
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 2.4838709677419355,
+      "step": 206
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/ce_loss": 0.6529021859169006,
+      "train/diffusion_loss": 0.5342335104942322
+    },
+    {
+      "epoch": 2.4838709677419355,
+      "step": 206,
+      "train/learning_rate_real": 2.7342552929132104e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 1.338381290435791,
+      "train/diffusion_loss": 0.5551651120185852
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 1.6750459671020508,
+      "train/diffusion_loss": 0.5799393653869629
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 1.2756866216659546,
+      "train/diffusion_loss": 0.5027172565460205
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 154.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 154.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 0.8052374720573425,
+      "train/diffusion_loss": 0.5852601528167725
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 1.457512378692627,
+      "train/diffusion_loss": 0.5037772059440613
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 1.4402787685394287,
+      "train/diffusion_loss": 0.5126687288284302
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 1.1468788385391235,
+      "train/diffusion_loss": 0.5029703378677368
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 1.2373278141021729,
+      "train/diffusion_loss": 0.5227649211883545
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 1.1688576936721802,
+      "train/diffusion_loss": 0.5241648554801941
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 1.0519003868103027,
+      "train/diffusion_loss": 0.5062232613563538
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 0.8269636034965515,
+      "train/diffusion_loss": 0.471099853515625
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 236.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 236.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 2.495967741935484,
+      "step": 207
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/ce_loss": 1.738555669784546,
+      "train/diffusion_loss": 0.5668132305145264
+    },
+    {
+      "epoch": 2.495967741935484,
+      "step": 207,
+      "train/learning_rate_real": 2.7139375211970996e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 1.2114530801773071,
+      "train/diffusion_loss": 0.5387641787528992
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 1.2156256437301636,
+      "train/diffusion_loss": 0.4991025924682617
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 1.0188206434249878,
+      "train/diffusion_loss": 0.5114172101020813
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 221.0,
+      "debug/num_lat_total": 376.0,
+      "debug/num_tok_loss": 221.0,
+      "debug/num_tok_total": 376.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 1.611823558807373,
+      "train/diffusion_loss": 0.518208920955658
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 1.6988011598587036,
+      "train/diffusion_loss": 0.558924674987793
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 1.1562966108322144,
+      "train/diffusion_loss": 0.4787212312221527
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 0.8631809949874878,
+      "train/diffusion_loss": 0.461828351020813
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 64.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 64.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 0.8777018785476685,
+      "train/diffusion_loss": 0.5009814500808716
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 237.0,
+      "debug/num_lat_total": 423.0,
+      "debug/num_tok_loss": 237.0,
+      "debug/num_tok_total": 423.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 1.8073623180389404,
+      "train/diffusion_loss": 0.504269003868103
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 1.0540242195129395,
+      "train/diffusion_loss": 0.502512514591217
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 1.523663878440857,
+      "train/diffusion_loss": 0.481412410736084
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 2.508064516129032,
+      "step": 208
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/ce_loss": 1.458556056022644,
+      "train/diffusion_loss": 0.5136843919754028
+    },
+    {
+      "epoch": 2.508064516129032,
+      "step": 208,
+      "train/learning_rate_real": 2.693605504468443e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 1.4316002130508423,
+      "train/diffusion_loss": 0.5274518728256226
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 1.3871592283248901,
+      "train/diffusion_loss": 0.5232385993003845
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 1.334336757659912,
+      "train/diffusion_loss": 0.49634021520614624
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 0.865600049495697,
+      "train/diffusion_loss": 0.47989949584007263
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 0.9157927632331848,
+      "train/diffusion_loss": 0.46453067660331726
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 1.2086663246154785,
+      "train/diffusion_loss": 0.6027206182479858
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 1.3296626806259155,
+      "train/diffusion_loss": 0.5610364675521851
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 1.4613723754882812,
+      "train/diffusion_loss": 0.6005275845527649
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 1.613800048828125,
+      "train/diffusion_loss": 0.5593587756156921
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 1.0646947622299194,
+      "train/diffusion_loss": 0.4681025445461273
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 1.3493213653564453,
+      "train/diffusion_loss": 0.545254111289978
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 2.5201612903225805,
+      "step": 209
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/ce_loss": 1.1450964212417603,
+      "train/diffusion_loss": 0.4642130434513092
+    },
+    {
+      "epoch": 2.5201612903225805,
+      "step": 209,
+      "train/learning_rate_real": 2.6732605965329283e-05
+    },
+    {
+      "epoch": 2.532258064516129,
+      "grad_norm": 21.499366760253906,
+      "learning_rate": 2.6732605965329283e-05,
+      "loss": 19.5717,
+      "step": 210
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 0.9165404438972473,
+      "train/diffusion_loss": 0.42518219351768494
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 1.3615379333496094,
+      "train/diffusion_loss": 0.5299614667892456
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 1.272438883781433,
+      "train/diffusion_loss": 0.5479984879493713
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 1.1776108741760254,
+      "train/diffusion_loss": 0.4638056457042694
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 1.3055450916290283,
+      "train/diffusion_loss": 0.5029882192611694
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 1.2730605602264404,
+      "train/diffusion_loss": 0.5896881818771362
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 1.3031877279281616,
+      "train/diffusion_loss": 0.5632095336914062
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 1.2782779932022095,
+      "train/diffusion_loss": 0.496528685092926
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 1.0273828506469727,
+      "train/diffusion_loss": 0.4948692321777344
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 1.427082896232605,
+      "train/diffusion_loss": 0.5400832295417786
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 0.8194022178649902,
+      "train/diffusion_loss": 0.48565050959587097
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 191.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 191.0,
+      "epoch": 2.532258064516129,
+      "step": 210
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/ce_loss": 0.8117632269859314,
+      "train/diffusion_loss": 0.3898211419582367
+    },
+    {
+      "epoch": 2.532258064516129,
+      "step": 210,
+      "train/learning_rate_real": 2.652904152054607e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 1.5283613204956055,
+      "train/diffusion_loss": 0.51265549659729
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 1.2589514255523682,
+      "train/diffusion_loss": 0.5022134780883789
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 1.0193164348602295,
+      "train/diffusion_loss": 0.43795955181121826
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 53.0,
+      "debug/num_lat_total": 182.0,
+      "debug/num_tok_loss": 53.0,
+      "debug/num_tok_total": 182.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 0.705322802066803,
+      "train/diffusion_loss": 0.3434179127216339
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 1.1442891359329224,
+      "train/diffusion_loss": 0.5297512412071228
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 377.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 377.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 1.505484938621521,
+      "train/diffusion_loss": 0.5162913799285889
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 200.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 200.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 1.3847506046295166,
+      "train/diffusion_loss": 0.4833403527736664
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 1.3009285926818848,
+      "train/diffusion_loss": 0.5391377806663513
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 1.0542693138122559,
+      "train/diffusion_loss": 0.45014744997024536
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 1.061103343963623,
+      "train/diffusion_loss": 0.4676559567451477
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 1.5262616872787476,
+      "train/diffusion_loss": 0.5532731413841248
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 2.5443548387096775,
+      "step": 211
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/ce_loss": 1.0823241472244263,
+      "train/diffusion_loss": 0.5380598306655884
+    },
+    {
+      "epoch": 2.5443548387096775,
+      "step": 211,
+      "train/learning_rate_real": 2.632537526465687e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 0.8343144059181213,
+      "train/diffusion_loss": 0.4505498707294464
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 1.3208824396133423,
+      "train/diffusion_loss": 0.5623774528503418
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 1.4428507089614868,
+      "train/diffusion_loss": 0.46409520506858826
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 209.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 209.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 1.5882571935653687,
+      "train/diffusion_loss": 0.5566720962524414
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 0.9291536808013916,
+      "train/diffusion_loss": 0.48449209332466125
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 1.2840263843536377,
+      "train/diffusion_loss": 0.44120681285858154
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 1.4406375885009766,
+      "train/diffusion_loss": 0.5371932983398438
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 187.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 187.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 1.110427737236023,
+      "train/diffusion_loss": 0.47613659501075745
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 208.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 208.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 0.999643087387085,
+      "train/diffusion_loss": 0.46798157691955566
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 0.8374883532524109,
+      "train/diffusion_loss": 0.382650226354599
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 1.5202651023864746,
+      "train/diffusion_loss": 0.5484170317649841
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 2.556451612903226,
+      "step": 212
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/ce_loss": 1.078499674797058,
+      "train/diffusion_loss": 0.5410954356193542
+    },
+    {
+      "epoch": 2.556451612903226,
+      "step": 212,
+      "train/learning_rate_real": 2.6121620758762877e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 1.4864875078201294,
+      "train/diffusion_loss": 0.4959760010242462
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 1.0592243671417236,
+      "train/diffusion_loss": 0.49314191937446594
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 204.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 204.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 0.6606957912445068,
+      "train/diffusion_loss": 0.4238493740558624
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 1.3714011907577515,
+      "train/diffusion_loss": 0.48904937505722046
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 1.1675631999969482,
+      "train/diffusion_loss": 0.5097840428352356
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 1.2208377122879028,
+      "train/diffusion_loss": 0.44980430603027344
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 154.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 154.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 1.5528793334960938,
+      "train/diffusion_loss": 0.5726851224899292
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 1.2530615329742432,
+      "train/diffusion_loss": 0.5362817049026489
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 0.9142183661460876,
+      "train/diffusion_loss": 0.49815258383750916
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 0.8607755303382874,
+      "train/diffusion_loss": 0.41073060035705566
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 1.2125163078308105,
+      "train/diffusion_loss": 0.5340709686279297
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 2.568548387096774,
+      "step": 213
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/ce_loss": 0.9266757965087891,
+      "train/diffusion_loss": 0.45399612188339233
+    },
+    {
+      "epoch": 2.568548387096774,
+      "step": 213,
+      "train/learning_rate_real": 2.591779156984137e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 0.5791411399841309,
+      "train/diffusion_loss": 0.38529735803604126
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 215.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 215.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 1.0012860298156738,
+      "train/diffusion_loss": 0.4913490414619446
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 0.9843018651008606,
+      "train/diffusion_loss": 0.4601491391658783
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 0.8959554433822632,
+      "train/diffusion_loss": 0.461518794298172
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 1.0858200788497925,
+      "train/diffusion_loss": 0.44330793619155884
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 1.3285657167434692,
+      "train/diffusion_loss": 0.4884984791278839
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 1.2374744415283203,
+      "train/diffusion_loss": 0.4063161313533783
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 213.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 213.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 1.1772552728652954,
+      "train/diffusion_loss": 0.5569454431533813
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 403.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 403.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 1.6057734489440918,
+      "train/diffusion_loss": 0.4884932339191437
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 0.8414076566696167,
+      "train/diffusion_loss": 0.4794310927391052
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 398.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 398.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 1.7284343242645264,
+      "train/diffusion_loss": 0.5665789842605591
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 2.5806451612903225,
+      "step": 214
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/ce_loss": 1.429671287536621,
+      "train/diffusion_loss": 0.5458444356918335
+    },
+    {
+      "epoch": 2.5806451612903225,
+      "step": 214,
+      "train/learning_rate_real": 2.5713901269842404e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 1.2038768529891968,
+      "train/diffusion_loss": 0.5237531065940857
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 1.3753416538238525,
+      "train/diffusion_loss": 0.535300612449646
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 1.3188507556915283,
+      "train/diffusion_loss": 0.5313403606414795
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 0.5858673453330994,
+      "train/diffusion_loss": 0.5067394971847534
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 1.4691169261932373,
+      "train/diffusion_loss": 0.4914837181568146
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 1.7291014194488525,
+      "train/diffusion_loss": 0.4890543222427368
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 0.9758937358856201,
+      "train/diffusion_loss": 0.5033832788467407
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 1.2525099515914917,
+      "train/diffusion_loss": 0.5683446526527405
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 1.1985734701156616,
+      "train/diffusion_loss": 0.47832581400871277
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 1.0376416444778442,
+      "train/diffusion_loss": 0.5143321752548218
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 1.3469222784042358,
+      "train/diffusion_loss": 0.4939884841442108
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 390.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 390.0,
+      "epoch": 2.592741935483871,
+      "step": 215
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/ce_loss": 1.6124966144561768,
+      "train/diffusion_loss": 0.49117031693458557
+    },
+    {
+      "epoch": 2.592741935483871,
+      "step": 215,
+      "train/learning_rate_real": 2.550996343478514e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 1.3724188804626465,
+      "train/diffusion_loss": 0.5193912982940674
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 0.8039756417274475,
+      "train/diffusion_loss": 0.43835964798927307
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 1.4536024332046509,
+      "train/diffusion_loss": 0.5687189698219299
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 1.2496312856674194,
+      "train/diffusion_loss": 0.4852021336555481
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 1.429699182510376,
+      "train/diffusion_loss": 0.5033801794052124
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 1.1312811374664307,
+      "train/diffusion_loss": 0.4634367525577545
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 0.8739430904388428,
+      "train/diffusion_loss": 0.4279119074344635
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 1.081384539604187,
+      "train/diffusion_loss": 0.467670738697052
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 1.4542906284332275,
+      "train/diffusion_loss": 0.543323278427124
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 1.349369764328003,
+      "train/diffusion_loss": 0.50897216796875
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 187.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 187.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 1.3276327848434448,
+      "train/diffusion_loss": 0.5111812949180603
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 2.6048387096774195,
+      "step": 216
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/ce_loss": 1.339154839515686,
+      "train/diffusion_loss": 0.48258334398269653
+    },
+    {
+      "epoch": 2.6048387096774195,
+      "step": 216,
+      "train/learning_rate_real": 2.5305991643853806e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 1.143096923828125,
+      "train/diffusion_loss": 0.5091900825500488
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 227.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 227.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 1.0771328210830688,
+      "train/diffusion_loss": 0.4723716378211975
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 291.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 291.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 1.123984456062317,
+      "train/diffusion_loss": 0.48048144578933716
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 1.3153685331344604,
+      "train/diffusion_loss": 0.4989209771156311
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 0.8043672442436218,
+      "train/diffusion_loss": 0.43161740899086
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 1.4377251863479614,
+      "train/diffusion_loss": 0.5479921698570251
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 1.5081108808517456,
+      "train/diffusion_loss": 0.5530534386634827
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 1.7214581966400146,
+      "train/diffusion_loss": 0.5570518970489502
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 1.2711095809936523,
+      "train/diffusion_loss": 0.5198236107826233
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 0.9499228000640869,
+      "train/diffusion_loss": 0.5273070931434631
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 1.4436697959899902,
+      "train/diffusion_loss": 0.5130512714385986
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 2.616935483870968,
+      "step": 217
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/ce_loss": 1.5179017782211304,
+      "train/diffusion_loss": 0.5014799237251282
+    },
+    {
+      "epoch": 2.616935483870968,
+      "step": 217,
+      "train/learning_rate_real": 2.510199947849361e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 1.7077970504760742,
+      "train/diffusion_loss": 0.5270970463752747
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 0.6320816874504089,
+      "train/diffusion_loss": 0.4590936303138733
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 1.1908924579620361,
+      "train/diffusion_loss": 0.4925905466079712
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 1.7513842582702637,
+      "train/diffusion_loss": 0.5432414412498474
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 0.9589110612869263,
+      "train/diffusion_loss": 0.5302693843841553
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 1.1389305591583252,
+      "train/diffusion_loss": 0.4932100474834442
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 77.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 77.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 0.9231125712394714,
+      "train/diffusion_loss": 0.4421960413455963
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 1.3425633907318115,
+      "train/diffusion_loss": 0.4728544056415558
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 1.6035163402557373,
+      "train/diffusion_loss": 0.5290041565895081
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 1.5642921924591064,
+      "train/diffusion_loss": 0.5444087982177734
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 198.0,
+      "debug/num_lat_total": 378.0,
+      "debug/num_tok_loss": 198.0,
+      "debug/num_tok_total": 378.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 1.5613659620285034,
+      "train/diffusion_loss": 0.5472862124443054
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 2.629032258064516,
+      "step": 218
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/ce_loss": 1.0334171056747437,
+      "train/diffusion_loss": 0.5086548924446106
+    },
+    {
+      "epoch": 2.629032258064516,
+      "step": 218,
+      "train/learning_rate_real": 2.48980005215064e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 1.484847903251648,
+      "train/diffusion_loss": 0.5289353132247925
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 0.9054050445556641,
+      "train/diffusion_loss": 0.4420267939567566
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 0.9823489785194397,
+      "train/diffusion_loss": 0.4884752929210663
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 1.3009837865829468,
+      "train/diffusion_loss": 0.5519348382949829
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 1.5296295881271362,
+      "train/diffusion_loss": 0.5319820642471313
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 1.2165836095809937,
+      "train/diffusion_loss": 0.4950459897518158
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 1.05588698387146,
+      "train/diffusion_loss": 0.4573817551136017
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 0.7185636162757874,
+      "train/diffusion_loss": 0.46813008189201355
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 1.279401183128357,
+      "train/diffusion_loss": 0.4464223086833954
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 1.5172899961471558,
+      "train/diffusion_loss": 0.4983583092689514
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 1.543602466583252,
+      "train/diffusion_loss": 0.5101284980773926
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 2.6411290322580645,
+      "step": 219
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/ce_loss": 1.3488991260528564,
+      "train/diffusion_loss": 0.4610733091831207
+    },
+    {
+      "epoch": 2.6411290322580645,
+      "step": 219,
+      "train/learning_rate_real": 2.4694008356146207e-05
+    },
+    {
+      "epoch": 2.653225806451613,
+      "grad_norm": 21.023475646972656,
+      "learning_rate": 2.4694008356146207e-05,
+      "loss": 19.3566,
+      "step": 220
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 1.20784592628479,
+      "train/diffusion_loss": 0.519748330116272
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 1.0571391582489014,
+      "train/diffusion_loss": 0.45621857047080994
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 1.4208875894546509,
+      "train/diffusion_loss": 0.45515012741088867
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 0.6626374125480652,
+      "train/diffusion_loss": 0.5319452881813049
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 1.18233323097229,
+      "train/diffusion_loss": 0.46692368388175964
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 1.4028422832489014,
+      "train/diffusion_loss": 0.4754582941532135
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 1.2149425745010376,
+      "train/diffusion_loss": 0.563850998878479
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 1.2748167514801025,
+      "train/diffusion_loss": 0.5633993744850159
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 1.2722667455673218,
+      "train/diffusion_loss": 0.4819854497909546
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 1.4354950189590454,
+      "train/diffusion_loss": 0.5224670767784119
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 192.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 192.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 1.171405553817749,
+      "train/diffusion_loss": 0.5235359072685242
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 2.653225806451613,
+      "step": 220
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/ce_loss": 1.0397659540176392,
+      "train/diffusion_loss": 0.5317814350128174
+    },
+    {
+      "epoch": 2.653225806451613,
+      "step": 220,
+      "train/learning_rate_real": 2.4490036565214873e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 227.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 227.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 0.8477479815483093,
+      "train/diffusion_loss": 0.4746077060699463
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 291.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 291.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 1.734093189239502,
+      "train/diffusion_loss": 0.5363804697990417
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 77.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 77.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 0.8457018136978149,
+      "train/diffusion_loss": 0.4397178888320923
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 281.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 281.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 1.3916972875595093,
+      "train/diffusion_loss": 0.49485430121421814
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 1.3711215257644653,
+      "train/diffusion_loss": 0.523232638835907
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 1.0577000379562378,
+      "train/diffusion_loss": 0.470901757478714
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 1.187166452407837,
+      "train/diffusion_loss": 0.46334710717201233
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 1.1606038808822632,
+      "train/diffusion_loss": 0.4856713116168976
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 1.216463327407837,
+      "train/diffusion_loss": 0.4747067987918854
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 387.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 387.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 1.159008264541626,
+      "train/diffusion_loss": 0.5035925507545471
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 1.5096218585968018,
+      "train/diffusion_loss": 0.4663863778114319
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 409.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 409.0,
+      "epoch": 2.665322580645161,
+      "step": 221
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/ce_loss": 1.3805245161056519,
+      "train/diffusion_loss": 0.5022373199462891
+    },
+    {
+      "epoch": 2.665322580645161,
+      "step": 221,
+      "train/learning_rate_real": 2.42860987301576e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 1.658891201019287,
+      "train/diffusion_loss": 0.5576614737510681
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 0.7351099848747253,
+      "train/diffusion_loss": 0.3723718523979187
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 202.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 202.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 1.834909200668335,
+      "train/diffusion_loss": 0.50843745470047
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 1.3875653743743896,
+      "train/diffusion_loss": 0.4743896722793579
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 200.0,
+      "debug/num_lat_total": 378.0,
+      "debug/num_tok_loss": 200.0,
+      "debug/num_tok_total": 378.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 1.8290854692459106,
+      "train/diffusion_loss": 0.5244811177253723
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 1.2769899368286133,
+      "train/diffusion_loss": 0.4804288148880005
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 1.1889355182647705,
+      "train/diffusion_loss": 0.4910416305065155
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 1.4970782995224,
+      "train/diffusion_loss": 0.47133001685142517
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 0.9226572513580322,
+      "train/diffusion_loss": 0.4809618592262268
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 166.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 166.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 1.1923885345458984,
+      "train/diffusion_loss": 0.5450727343559265
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 1.1275537014007568,
+      "train/diffusion_loss": 0.5055747032165527
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 2.6774193548387095,
+      "step": 222
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/ce_loss": 0.8354101777076721,
+      "train/diffusion_loss": 0.4041159152984619
+    },
+    {
+      "epoch": 2.6774193548387095,
+      "step": 222,
+      "train/learning_rate_real": 2.408220843015864e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 1.3800350427627563,
+      "train/diffusion_loss": 0.4453221559524536
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 201.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 201.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 1.1181153059005737,
+      "train/diffusion_loss": 0.5362933874130249
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 1.0636186599731445,
+      "train/diffusion_loss": 0.5030001997947693
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 1.2877933979034424,
+      "train/diffusion_loss": 0.4849075973033905
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 1.4759111404418945,
+      "train/diffusion_loss": 0.4769899547100067
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 0.8768754005432129,
+      "train/diffusion_loss": 0.40918412804603577
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 1.1719356775283813,
+      "train/diffusion_loss": 0.4988934099674225
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 1.258141279220581,
+      "train/diffusion_loss": 0.5282425880432129
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 0.6253334283828735,
+      "train/diffusion_loss": 0.3969772160053253
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 0.9904404878616333,
+      "train/diffusion_loss": 0.5075457096099854
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 0.8158659934997559,
+      "train/diffusion_loss": 0.44769376516342163
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 2.689516129032258,
+      "step": 223
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/ce_loss": 1.2314692735671997,
+      "train/diffusion_loss": 0.47376638650894165
+    },
+    {
+      "epoch": 2.689516129032258,
+      "step": 223,
+      "train/learning_rate_real": 2.3878379241237136e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 0.8826123476028442,
+      "train/diffusion_loss": 0.4704670011997223
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 1.02714204788208,
+      "train/diffusion_loss": 0.4834537208080292
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 1.2974823713302612,
+      "train/diffusion_loss": 0.5425516963005066
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 1.3905051946640015,
+      "train/diffusion_loss": 0.5639170408248901
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 0.8847121000289917,
+      "train/diffusion_loss": 0.4122408628463745
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 1.5737619400024414,
+      "train/diffusion_loss": 0.4898810386657715
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 1.1334563493728638,
+      "train/diffusion_loss": 0.4137345850467682
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 1.4015638828277588,
+      "train/diffusion_loss": 0.514668345451355
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 1.7723562717437744,
+      "train/diffusion_loss": 0.46820783615112305
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 1.1458073854446411,
+      "train/diffusion_loss": 0.5172548294067383
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 1.1938865184783936,
+      "train/diffusion_loss": 0.48520687222480774
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 2.7016129032258065,
+      "step": 224
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/ce_loss": 1.5809423923492432,
+      "train/diffusion_loss": 0.48252829909324646
+    },
+    {
+      "epoch": 2.7016129032258065,
+      "step": 224,
+      "train/learning_rate_real": 2.3674624735343133e-05
+    },
+    {
+      "debug/num_lat_loss": 187.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 187.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 1.4283220767974854,
+      "train/diffusion_loss": 0.5916302800178528
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 1.6435282230377197,
+      "train/diffusion_loss": 0.47659730911254883
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 1.0583761930465698,
+      "train/diffusion_loss": 0.4703528583049774
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 1.159184455871582,
+      "train/diffusion_loss": 0.5697208642959595
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 1.442842960357666,
+      "train/diffusion_loss": 0.5536542534828186
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 0.8359523415565491,
+      "train/diffusion_loss": 0.45779094099998474
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 1.1867644786834717,
+      "train/diffusion_loss": 0.5227912068367004
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 360.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 360.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 1.346603274345398,
+      "train/diffusion_loss": 0.4616594910621643
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 0.9468510150909424,
+      "train/diffusion_loss": 0.5130055546760559
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 1.3063106536865234,
+      "train/diffusion_loss": 0.5029536485671997
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 0.8899520039558411,
+      "train/diffusion_loss": 0.4537557363510132
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 2.713709677419355,
+      "step": 225
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/ce_loss": 0.9714386463165283,
+      "train/diffusion_loss": 0.5280601382255554
+    },
+    {
+      "epoch": 2.713709677419355,
+      "step": 225,
+      "train/learning_rate_real": 2.3470958479453938e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 1.1663466691970825,
+      "train/diffusion_loss": 0.45259809494018555
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 0.7805833220481873,
+      "train/diffusion_loss": 0.4741257429122925
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 1.1485965251922607,
+      "train/diffusion_loss": 0.5035932064056396
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 1.0371381044387817,
+      "train/diffusion_loss": 0.4869158864021301
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 181.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 181.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 1.5908048152923584,
+      "train/diffusion_loss": 0.537178099155426
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 330.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 330.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 1.1963452100753784,
+      "train/diffusion_loss": 0.47374287247657776
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 1.062811255455017,
+      "train/diffusion_loss": 0.5077692866325378
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 1.6839491128921509,
+      "train/diffusion_loss": 0.49061718583106995
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 0.9745473861694336,
+      "train/diffusion_loss": 0.5122829675674438
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 1.3471845388412476,
+      "train/diffusion_loss": 0.5907236933708191
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 225.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 225.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 0.8943737149238586,
+      "train/diffusion_loss": 0.5316329002380371
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 2.725806451612903,
+      "step": 226
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/ce_loss": 1.6505342721939087,
+      "train/diffusion_loss": 0.573282778263092
+    },
+    {
+      "epoch": 2.725806451612903,
+      "step": 226,
+      "train/learning_rate_real": 2.326739403467073e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 1.1204684972763062,
+      "train/diffusion_loss": 0.4475904703140259
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 1.5064927339553833,
+      "train/diffusion_loss": 0.5243126749992371
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 1.1025196313858032,
+      "train/diffusion_loss": 0.4696347415447235
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 1.2062052488327026,
+      "train/diffusion_loss": 0.4629949629306793
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 1.5301823616027832,
+      "train/diffusion_loss": 0.4900042712688446
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 1.0971273183822632,
+      "train/diffusion_loss": 0.49844345450401306
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 1.023405909538269,
+      "train/diffusion_loss": 0.44668635725975037
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 233.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 233.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 1.4881279468536377,
+      "train/diffusion_loss": 0.5177789330482483
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 225.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 225.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 0.4205288589000702,
+      "train/diffusion_loss": 0.5220904350280762
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 1.1130051612854004,
+      "train/diffusion_loss": 0.47752541303634644
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 1.5987927913665771,
+      "train/diffusion_loss": 0.5262262225151062
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 2.7379032258064515,
+      "step": 227
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/ce_loss": 0.8370407223701477,
+      "train/diffusion_loss": 0.5074328780174255
+    },
+    {
+      "epoch": 2.7379032258064515,
+      "step": 227,
+      "train/learning_rate_real": 2.3063944955315584e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 1.1139748096466064,
+      "train/diffusion_loss": 0.5058975219726562
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 0.6998218894004822,
+      "train/diffusion_loss": 0.4661077558994293
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 1.34877610206604,
+      "train/diffusion_loss": 0.5363211035728455
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 1.5513321161270142,
+      "train/diffusion_loss": 0.5676461458206177
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 67.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 67.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 0.722160279750824,
+      "train/diffusion_loss": 0.5175377726554871
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 1.5927448272705078,
+      "train/diffusion_loss": 0.4944363534450531
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 1.0395663976669312,
+      "train/diffusion_loss": 0.47566983103752136
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 1.0197880268096924,
+      "train/diffusion_loss": 0.5291650891304016
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 205.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 205.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 1.75160551071167,
+      "train/diffusion_loss": 0.5443317890167236
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 1.224187970161438,
+      "train/diffusion_loss": 0.5554867386817932
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 1.3760827779769897,
+      "train/diffusion_loss": 0.5358282327651978
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 2.75,
+      "step": 228
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/ce_loss": 1.7144885063171387,
+      "train/diffusion_loss": 0.4902391731739044
+    },
+    {
+      "epoch": 2.75,
+      "step": 228,
+      "train/learning_rate_real": 2.2860624788029013e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 0.9400555491447449,
+      "train/diffusion_loss": 0.47836723923683167
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 1.3311303853988647,
+      "train/diffusion_loss": 0.5029205679893494
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 1.080889344215393,
+      "train/diffusion_loss": 0.4370417892932892
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 0.9304735064506531,
+      "train/diffusion_loss": 0.40372124314308167
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 1.344581127166748,
+      "train/diffusion_loss": 0.5337469577789307
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 1.085295557975769,
+      "train/diffusion_loss": 0.4513219892978668
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 360.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 360.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 1.1722756624221802,
+      "train/diffusion_loss": 0.5558348298072815
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 1.1536389589309692,
+      "train/diffusion_loss": 0.4869382381439209
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 1.1758079528808594,
+      "train/diffusion_loss": 0.46131521463394165
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 1.3933418989181519,
+      "train/diffusion_loss": 0.49661847949028015
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 1.6910157203674316,
+      "train/diffusion_loss": 0.5311115384101868
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 2.7620967741935485,
+      "step": 229
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/ce_loss": 0.8980344533920288,
+      "train/diffusion_loss": 0.45042848587036133
+    },
+    {
+      "epoch": 2.7620967741935485,
+      "step": 229,
+      "train/learning_rate_real": 2.2657447070867902e-05
+    },
+    {
+      "epoch": 2.774193548387097,
+      "grad_norm": 21.587631225585938,
+      "learning_rate": 2.2657447070867902e-05,
+      "loss": 19.2899,
+      "step": 230
+    },
+    {
+      "debug/num_lat_loss": 175.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 175.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 1.627410888671875,
+      "train/diffusion_loss": 0.5163129568099976
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 372.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 372.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 1.7799317836761475,
+      "train/diffusion_loss": 0.548742413520813
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 0.7225928902626038,
+      "train/diffusion_loss": 0.4508308172225952
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 1.5103070735931396,
+      "train/diffusion_loss": 0.5582072734832764
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 1.4402079582214355,
+      "train/diffusion_loss": 0.5213358402252197
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 0.9687117338180542,
+      "train/diffusion_loss": 0.42896929383277893
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 0.8907126188278198,
+      "train/diffusion_loss": 0.4542523920536041
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 0.9608681201934814,
+      "train/diffusion_loss": 0.46627652645111084
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 1.2643665075302124,
+      "train/diffusion_loss": 0.49659183621406555
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 380.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 380.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 1.0783534049987793,
+      "train/diffusion_loss": 0.4998438358306885
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 1.240626573562622,
+      "train/diffusion_loss": 0.49727752804756165
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 41.0,
+      "debug/num_lat_total": 185.0,
+      "debug/num_tok_loss": 41.0,
+      "debug/num_tok_total": 185.0,
+      "epoch": 2.774193548387097,
+      "step": 230
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/ce_loss": 0.49303382635116577,
+      "train/diffusion_loss": 0.4038569927215576
+    },
+    {
+      "epoch": 2.774193548387097,
+      "step": 230,
+      "train/learning_rate_real": 2.2454425332404122e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 1.1803358793258667,
+      "train/diffusion_loss": 0.5164387822151184
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 0.8389731645584106,
+      "train/diffusion_loss": 0.4767518639564514
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 1.1183286905288696,
+      "train/diffusion_loss": 0.5338228940963745
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 1.2437770366668701,
+      "train/diffusion_loss": 0.48416516184806824
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 1.2255219221115112,
+      "train/diffusion_loss": 0.5250272154808044
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 1.2035681009292603,
+      "train/diffusion_loss": 0.5225038528442383
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 1.3131513595581055,
+      "train/diffusion_loss": 0.4501424729824066
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 1.5941928625106812,
+      "train/diffusion_loss": 0.5265653133392334
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 0.9944655299186707,
+      "train/diffusion_loss": 0.4649222195148468
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 0.8793882131576538,
+      "train/diffusion_loss": 0.46679961681365967
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 0.8875871896743774,
+      "train/diffusion_loss": 0.41174107789993286
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 412.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 412.0,
+      "epoch": 2.786290322580645,
+      "step": 231
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/ce_loss": 1.6370340585708618,
+      "train/diffusion_loss": 0.5410493612289429
+    },
+    {
+      "epoch": 2.786290322580645,
+      "step": 231,
+      "train/learning_rate_real": 2.2251573090823706e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 1.0821534395217896,
+      "train/diffusion_loss": 0.4827912747859955
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 1.3111035823822021,
+      "train/diffusion_loss": 0.5954618453979492
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 222.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 222.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 1.768284559249878,
+      "train/diffusion_loss": 0.5474404096603394
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 1.0418117046356201,
+      "train/diffusion_loss": 0.4893750250339508
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 1.1058390140533447,
+      "train/diffusion_loss": 0.4839812219142914
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 0.899554431438446,
+      "train/diffusion_loss": 0.4849594533443451
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 1.3324497938156128,
+      "train/diffusion_loss": 0.4729125201702118
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 154.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 154.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 1.1196109056472778,
+      "train/diffusion_loss": 0.5093298554420471
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 1.2936246395111084,
+      "train/diffusion_loss": 0.5137736797332764
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 1.4306100606918335,
+      "train/diffusion_loss": 0.5631205439567566
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 85.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 85.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 0.7205080389976501,
+      "train/diffusion_loss": 0.48823314905166626
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 2.7983870967741935,
+      "step": 232
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/ce_loss": 1.3083492517471313,
+      "train/diffusion_loss": 0.5033018589019775
+    },
+    {
+      "epoch": 2.7983870967741935,
+      "step": 232,
+      "train/learning_rate_real": 2.2048903853026745e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 0.9346678853034973,
+      "train/diffusion_loss": 0.48339778184890747
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 0.9915127754211426,
+      "train/diffusion_loss": 0.47796252369880676
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 58.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 58.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 0.5904712080955505,
+      "train/diffusion_loss": 0.44857531785964966
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 1.2005223035812378,
+      "train/diffusion_loss": 0.4995090067386627
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 1.2973792552947998,
+      "train/diffusion_loss": 0.5244402289390564
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 1.4619461297988892,
+      "train/diffusion_loss": 0.48461368680000305
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 1.1308624744415283,
+      "train/diffusion_loss": 0.5222231149673462
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 1.0611989498138428,
+      "train/diffusion_loss": 0.5121239423751831
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 1.2383203506469727,
+      "train/diffusion_loss": 0.5380106568336487
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 0.8864404559135437,
+      "train/diffusion_loss": 0.5015008449554443
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 1.1291788816452026,
+      "train/diffusion_loss": 0.5201272964477539
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 85.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 85.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 2.810483870967742,
+      "step": 233
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/ce_loss": 0.7054920792579651,
+      "train/diffusion_loss": 0.46521085500717163
+    },
+    {
+      "epoch": 2.810483870967742,
+      "step": 233,
+      "train/learning_rate_real": 2.1846431113728064e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 1.3125792741775513,
+      "train/diffusion_loss": 0.48349353671073914
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 1.4294160604476929,
+      "train/diffusion_loss": 0.5068689584732056
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 1.5657098293304443,
+      "train/diffusion_loss": 0.5460116863250732
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 0.8321085572242737,
+      "train/diffusion_loss": 0.48844608664512634
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 0.4126720726490021,
+      "train/diffusion_loss": 0.4489631950855255
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 1.3141908645629883,
+      "train/diffusion_loss": 0.513011634349823
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 1.4169994592666626,
+      "train/diffusion_loss": 0.4548485279083252
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 195.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 195.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 0.863618791103363,
+      "train/diffusion_loss": 0.425201416015625
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 1.3961739540100098,
+      "train/diffusion_loss": 0.4801219403743744
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 1.469414234161377,
+      "train/diffusion_loss": 0.5443702340126038
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 0.7653246521949768,
+      "train/diffusion_loss": 0.4866155982017517
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 2.8225806451612905,
+      "step": 234
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/ce_loss": 1.081291675567627,
+      "train/diffusion_loss": 0.4813346266746521
+    },
+    {
+      "epoch": 2.8225806451612905,
+      "step": 234,
+      "train/learning_rate_real": 2.164416835455862e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 1.404740810394287,
+      "train/diffusion_loss": 0.484511137008667
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 1.1347377300262451,
+      "train/diffusion_loss": 0.5105705857276917
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 1.3602116107940674,
+      "train/diffusion_loss": 0.5753333568572998
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 1.5638967752456665,
+      "train/diffusion_loss": 0.5112698674201965
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 54.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 54.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 0.5834017992019653,
+      "train/diffusion_loss": 0.3531677722930908
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 1.226760983467102,
+      "train/diffusion_loss": 0.5004158020019531
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 1.6173741817474365,
+      "train/diffusion_loss": 0.46819978952407837
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 409.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 409.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 1.5259950160980225,
+      "train/diffusion_loss": 0.5774301290512085
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 1.2059317827224731,
+      "train/diffusion_loss": 0.5718590021133423
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 61.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 61.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 0.8890847563743591,
+      "train/diffusion_loss": 0.419388085603714
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 1.8875041007995605,
+      "train/diffusion_loss": 0.530978798866272
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 2.834677419354839,
+      "step": 235
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/ce_loss": 1.7627898454666138,
+      "train/diffusion_loss": 0.4842667877674103
+    },
+    {
+      "epoch": 2.834677419354839,
+      "step": 235,
+      "train/learning_rate_real": 2.1442129043167874e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 0.7731417417526245,
+      "train/diffusion_loss": 0.4842721223831177
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 1.3312560319900513,
+      "train/diffusion_loss": 0.48196089267730713
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 1.320557951927185,
+      "train/diffusion_loss": 0.4652482569217682
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 1.3121265172958374,
+      "train/diffusion_loss": 0.4444335103034973
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 1.1178336143493652,
+      "train/diffusion_loss": 0.5236160159111023
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 175.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 175.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 1.1728594303131104,
+      "train/diffusion_loss": 0.5470659732818604
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 175.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 175.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 0.990558385848999,
+      "train/diffusion_loss": 0.4766900837421417
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 1.615548014640808,
+      "train/diffusion_loss": 0.5864068269729614
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 1.3341152667999268,
+      "train/diffusion_loss": 0.5137218832969666
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 1.128517985343933,
+      "train/diffusion_loss": 0.5442748069763184
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 1.3651502132415771,
+      "train/diffusion_loss": 0.49633288383483887
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 2.846774193548387,
+      "step": 236
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/ce_loss": 0.704130232334137,
+      "train/diffusion_loss": 0.4417439103126526
+    },
+    {
+      "epoch": 2.846774193548387,
+      "step": 236,
+      "train/learning_rate_real": 2.1240326632327044e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 1.1618194580078125,
+      "train/diffusion_loss": 0.4470531940460205
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 1.2191771268844604,
+      "train/diffusion_loss": 0.5287877321243286
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 0.9160789847373962,
+      "train/diffusion_loss": 0.4712555408477783
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 1.3487716913223267,
+      "train/diffusion_loss": 0.4659070670604706
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 62.0,
+      "debug/num_lat_total": 217.0,
+      "debug/num_tok_loss": 62.0,
+      "debug/num_tok_total": 217.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 0.6964614987373352,
+      "train/diffusion_loss": 0.4641878008842468
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 1.0505621433258057,
+      "train/diffusion_loss": 0.43464234471321106
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 1.1740859746932983,
+      "train/diffusion_loss": 0.4520120322704315
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 0.8746176958084106,
+      "train/diffusion_loss": 0.37816160917282104
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 1.0479024648666382,
+      "train/diffusion_loss": 0.4813957214355469
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 370.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 370.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 1.7550063133239746,
+      "train/diffusion_loss": 0.5331472158432007
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 0.7289291620254517,
+      "train/diffusion_loss": 0.4411930739879608
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 2.8588709677419355,
+      "step": 237
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/ce_loss": 1.355992317199707,
+      "train/diffusion_loss": 0.47846221923828125
+    },
+    {
+      "epoch": 2.8588709677419355,
+      "step": 237,
+      "train/learning_rate_real": 2.1038774559033327e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 1.0210198163986206,
+      "train/diffusion_loss": 0.5421649217605591
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 192.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 192.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 1.1460580825805664,
+      "train/diffusion_loss": 0.5231518149375916
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 56.0,
+      "debug/num_lat_total": 185.0,
+      "debug/num_tok_loss": 56.0,
+      "debug/num_tok_total": 185.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 0.6590682864189148,
+      "train/diffusion_loss": 0.4583456814289093
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 0.9404226541519165,
+      "train/diffusion_loss": 0.565441906452179
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 0.9114505052566528,
+      "train/diffusion_loss": 0.467503160238266
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 366.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 366.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 1.7723405361175537,
+      "train/diffusion_loss": 0.6624389290809631
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 1.2809202671051025,
+      "train/diffusion_loss": 0.5128644108772278
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 1.1890627145767212,
+      "train/diffusion_loss": 0.4778079688549042
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 1.1200711727142334,
+      "train/diffusion_loss": 0.44913730025291443
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 230.0,
+      "debug/num_lat_total": 426.0,
+      "debug/num_tok_loss": 230.0,
+      "debug/num_tok_total": 426.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 1.6101866960525513,
+      "train/diffusion_loss": 0.5607068538665771
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 1.3821717500686646,
+      "train/diffusion_loss": 0.5239017009735107
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 2.870967741935484,
+      "step": 238
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/ce_loss": 1.5240767002105713,
+      "train/diffusion_loss": 0.46826982498168945
+    },
+    {
+      "epoch": 2.870967741935484,
+      "step": 238,
+      "train/learning_rate_real": 2.0837486243615227e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 1.3196265697479248,
+      "train/diffusion_loss": 0.4581044316291809
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 1.0014477968215942,
+      "train/diffusion_loss": 0.47017213702201843
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 1.2162580490112305,
+      "train/diffusion_loss": 0.5221381783485413
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 1.031189203262329,
+      "train/diffusion_loss": 0.4680590033531189
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 1.5649014711380005,
+      "train/diffusion_loss": 0.5828110575675964
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 1.0397160053253174,
+      "train/diffusion_loss": 0.5000712871551514
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 1.1437870264053345,
+      "train/diffusion_loss": 0.5306456685066223
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "debug/num_lat_loss": 59.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 59.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 0.7601165175437927,
+      "train/diffusion_loss": 0.4566096365451813
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 0.9635473489761353,
+      "train/diffusion_loss": 0.5000091195106506
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 1.5871471166610718,
+      "train/diffusion_loss": 0.509115993976593
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 1.2726300954818726,
+      "train/diffusion_loss": 0.5144890546798706
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 2.883064516129032,
+      "step": 239
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/ce_loss": 1.4799938201904297,
+      "train/diffusion_loss": 0.5320870280265808
+    },
+    {
+      "epoch": 2.883064516129032,
+      "step": 239,
+      "train/learning_rate_real": 2.0636475088838946e-05
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "grad_norm": 21.12869644165039,
+      "learning_rate": 2.0636475088838946e-05,
+      "loss": 19.1037,
+      "step": 240
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 1.7330775260925293,
+      "train/diffusion_loss": 0.5645610094070435
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 0.8107603192329407,
+      "train/diffusion_loss": 0.42872557044029236
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 1.4375523328781128,
+      "train/diffusion_loss": 0.5396804809570312
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 225.0,
+      "debug/num_lat_total": 408.0,
+      "debug/num_tok_loss": 225.0,
+      "debug/num_tok_total": 408.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 1.3559818267822266,
+      "train/diffusion_loss": 0.5215068459510803
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 368.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 368.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 1.4579203128814697,
+      "train/diffusion_loss": 0.5660271048545837
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 368.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 368.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 1.60198175907135,
+      "train/diffusion_loss": 0.5416883826255798
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 1.2851992845535278,
+      "train/diffusion_loss": 0.5459925532341003
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 1.562814712524414,
+      "train/diffusion_loss": 0.5333586931228638
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 0.9095028638839722,
+      "train/diffusion_loss": 0.49104639887809753
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 1.6276390552520752,
+      "train/diffusion_loss": 0.509925365447998
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 0.9084456562995911,
+      "train/diffusion_loss": 0.5141951441764832
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 2.8951612903225805,
+      "step": 240
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/ce_loss": 1.6870414018630981,
+      "train/diffusion_loss": 0.522169291973114
+    },
+    {
+      "epoch": 2.8951612903225805,
+      "step": 240,
+      "train/learning_rate_real": 2.0435754479015962e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 1.2277302742004395,
+      "train/diffusion_loss": 0.5333988666534424
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 211.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 211.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 1.7457977533340454,
+      "train/diffusion_loss": 0.47912928462028503
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 1.3215594291687012,
+      "train/diffusion_loss": 0.5157774686813354
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 0.7639319896697998,
+      "train/diffusion_loss": 0.456534206867218
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 1.1995081901550293,
+      "train/diffusion_loss": 0.5180938839912415
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 1.1148420572280884,
+      "train/diffusion_loss": 0.5209723114967346
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 1.1442382335662842,
+      "train/diffusion_loss": 0.49198535084724426
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 1.6708811521530151,
+      "train/diffusion_loss": 0.49120816588401794
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 1.079469084739685,
+      "train/diffusion_loss": 0.5184687376022339
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 370.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 370.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 1.5142940282821655,
+      "train/diffusion_loss": 0.5250353217124939
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 1.3905280828475952,
+      "train/diffusion_loss": 0.4684121608734131
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 2.907258064516129,
+      "step": 241
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/ce_loss": 1.2597538232803345,
+      "train/diffusion_loss": 0.46860477328300476
+    },
+    {
+      "epoch": 2.907258064516129,
+      "step": 241,
+      "train/learning_rate_real": 2.0235337779111856e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 1.1929320096969604,
+      "train/diffusion_loss": 0.46713751554489136
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 1.1357966661453247,
+      "train/diffusion_loss": 0.5034207105636597
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 50.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 50.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 0.5213764905929565,
+      "train/diffusion_loss": 0.42329227924346924
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 1.4966059923171997,
+      "train/diffusion_loss": 0.4513625502586365
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 0.8787672519683838,
+      "train/diffusion_loss": 0.4887215793132782
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 1.2674235105514526,
+      "train/diffusion_loss": 0.5309814810752869
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 1.2462291717529297,
+      "train/diffusion_loss": 0.5066391825675964
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 1.7232904434204102,
+      "train/diffusion_loss": 0.5256820321083069
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 0.8838667869567871,
+      "train/diffusion_loss": 0.5168851017951965
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 1.2674529552459717,
+      "train/diffusion_loss": 0.49897661805152893
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 1.063389539718628,
+      "train/diffusion_loss": 0.41504672169685364
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 387.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 387.0,
+      "epoch": 2.9193548387096775,
+      "step": 242
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/ce_loss": 1.4778066873550415,
+      "train/diffusion_loss": 0.5976587533950806
+    },
+    {
+      "epoch": 2.9193548387096775,
+      "step": 242,
+      "train/learning_rate_real": 2.003523833385637e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 1.3437963724136353,
+      "train/diffusion_loss": 0.5348898768424988
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 171.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 171.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 0.949406087398529,
+      "train/diffusion_loss": 0.5066619515419006
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 1.0945321321487427,
+      "train/diffusion_loss": 0.5255811214447021
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 373.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 373.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 1.3550184965133667,
+      "train/diffusion_loss": 0.4846685230731964
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 218.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 218.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 1.1903661489486694,
+      "train/diffusion_loss": 0.4999561309814453
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 1.0431194305419922,
+      "train/diffusion_loss": 0.4712452292442322
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 1.381103277206421,
+      "train/diffusion_loss": 0.5448213219642639
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 51.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 51.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 0.6131212115287781,
+      "train/diffusion_loss": 0.4118007719516754
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 1.2114789485931396,
+      "train/diffusion_loss": 0.4413568675518036
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 1.4910085201263428,
+      "train/diffusion_loss": 0.5885025858879089
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 193.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 193.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 1.42264723777771,
+      "train/diffusion_loss": 0.5230433940887451
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 2.931451612903226,
+      "step": 243
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/ce_loss": 1.1192610263824463,
+      "train/diffusion_loss": 0.47385379672050476
+    },
+    {
+      "epoch": 2.931451612903226,
+      "step": 243,
+      "train/learning_rate_real": 1.983546946685489e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 1.2253297567367554,
+      "train/diffusion_loss": 0.5331872701644897
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 56.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 56.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 0.8144800066947937,
+      "train/diffusion_loss": 0.38972583413124084
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 0.7845573425292969,
+      "train/diffusion_loss": 0.531095027923584
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 1.4140498638153076,
+      "train/diffusion_loss": 0.5833849906921387
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 1.3833922147750854,
+      "train/diffusion_loss": 0.4678901135921478
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 1.031054973602295,
+      "train/diffusion_loss": 0.5168206691741943
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 1.2248483896255493,
+      "train/diffusion_loss": 0.4631490707397461
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 76.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 76.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 0.8541882634162903,
+      "train/diffusion_loss": 0.5469998121261597
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 1.3752492666244507,
+      "train/diffusion_loss": 0.5194724202156067
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 1.5252437591552734,
+      "train/diffusion_loss": 0.4558243751525879
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 0.9680257439613342,
+      "train/diffusion_loss": 0.5993006825447083
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 2.943548387096774,
+      "step": 244
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/ce_loss": 1.0530413389205933,
+      "train/diffusion_loss": 0.4561123549938202
+    },
+    {
+      "epoch": 2.943548387096774,
+      "step": 244,
+      "train/learning_rate_real": 1.9636044479701267e-05
+    },
+    {
+      "debug/num_lat_loss": 202.0,
+      "debug/num_lat_total": 385.0,
+      "debug/num_tok_loss": 202.0,
+      "debug/num_tok_total": 385.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 1.3810876607894897,
+      "train/diffusion_loss": 0.47829991579055786
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 1.692800521850586,
+      "train/diffusion_loss": 0.5467529892921448
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 195.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 195.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 1.3666716814041138,
+      "train/diffusion_loss": 0.6016602516174316
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 1.56314218044281,
+      "train/diffusion_loss": 0.487297385931015
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 1.3097634315490723,
+      "train/diffusion_loss": 0.5051237940788269
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 1.53934907913208,
+      "train/diffusion_loss": 0.5450133085250854
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 0.7192267179489136,
+      "train/diffusion_loss": 0.4703766703605652
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 1.2997478246688843,
+      "train/diffusion_loss": 0.4963546693325043
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 1.0337096452713013,
+      "train/diffusion_loss": 0.4580983817577362
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 1.3961423635482788,
+      "train/diffusion_loss": 0.4641384184360504
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 1.6305127143859863,
+      "train/diffusion_loss": 0.5325163006782532
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 2.9556451612903225,
+      "step": 245
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/ce_loss": 1.1463693380355835,
+      "train/diffusion_loss": 0.5048296451568604
+    },
+    {
+      "epoch": 2.9556451612903225,
+      "step": 245,
+      "train/learning_rate_real": 1.9436976651092144e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 1.2402656078338623,
+      "train/diffusion_loss": 0.4931162893772125
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 0.9449014663696289,
+      "train/diffusion_loss": 0.4410053789615631
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 0.996422529220581,
+      "train/diffusion_loss": 0.480000376701355
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 1.467197299003601,
+      "train/diffusion_loss": 0.4985988438129425
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 0.8179547190666199,
+      "train/diffusion_loss": 0.5275871157646179
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 0.9868654012680054,
+      "train/diffusion_loss": 0.5206744074821472
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 1.3805910348892212,
+      "train/diffusion_loss": 0.5172832012176514
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 1.3243976831436157,
+      "train/diffusion_loss": 0.5368374586105347
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 1.4010205268859863,
+      "train/diffusion_loss": 0.5337334275245667
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 0.9626492857933044,
+      "train/diffusion_loss": 0.40597599744796753
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 1.5299665927886963,
+      "train/diffusion_loss": 0.5301786661148071
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 2.967741935483871,
+      "step": 246
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/ce_loss": 1.1047652959823608,
+      "train/diffusion_loss": 0.48307478427886963
+    },
+    {
+      "epoch": 2.967741935483871,
+      "step": 246,
+      "train/learning_rate_real": 1.9238279235942787e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 1.2463680505752563,
+      "train/diffusion_loss": 0.49925464391708374
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 1.3449594974517822,
+      "train/diffusion_loss": 0.5121133923530579
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 1.1022599935531616,
+      "train/diffusion_loss": 0.45929068326950073
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 1.2092121839523315,
+      "train/diffusion_loss": 0.46198195219039917
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 0.6936007142066956,
+      "train/diffusion_loss": 0.48926588892936707
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 1.353520154953003,
+      "train/diffusion_loss": 0.5977638363838196
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 0.8016311526298523,
+      "train/diffusion_loss": 0.5294056534767151
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 1.0134023427963257,
+      "train/diffusion_loss": 0.44771265983581543
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 0.9208802580833435,
+      "train/diffusion_loss": 0.4906492233276367
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 1.0590227842330933,
+      "train/diffusion_loss": 0.4647116959095001
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 0.7734882831573486,
+      "train/diffusion_loss": 0.46535080671310425
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 2.9798387096774195,
+      "step": 247
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/ce_loss": 1.1297959089279175,
+      "train/diffusion_loss": 0.47760021686553955
+    },
+    {
+      "epoch": 2.9798387096774195,
+      "step": 247,
+      "train/learning_rate_real": 1.9039965464504518e-05
+    },
+    {
+      "debug/num_lat_loss": 203.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 203.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 2.991935483870968,
+      "step": 248
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/ce_loss": 1.3298259973526,
+      "train/diffusion_loss": 0.5021091103553772
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/learning_rate_real": 1.884204854148376e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 2.991935483870968,
+      "step": 248
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/ce_loss": 1.4180903434753418,
+      "train/diffusion_loss": 0.5411015152931213
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/learning_rate_real": 1.884204854148376e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 2.991935483870968,
+      "step": 248
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/ce_loss": 0.7066711783409119,
+      "train/diffusion_loss": 0.5045983791351318
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/learning_rate_real": 1.884204854148376e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 2.991935483870968,
+      "step": 248
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/ce_loss": 1.3433948755264282,
+      "train/diffusion_loss": 0.5063571333885193
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/learning_rate_real": 1.884204854148376e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 2.991935483870968,
+      "step": 248
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/ce_loss": 1.3092763423919678,
+      "train/diffusion_loss": 0.4823707342147827
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/learning_rate_real": 1.884204854148376e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 2.991935483870968,
+      "step": 248
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/ce_loss": 1.1989222764968872,
+      "train/diffusion_loss": 0.5648782253265381
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/learning_rate_real": 1.884204854148376e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 2.991935483870968,
+      "step": 248
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/ce_loss": 1.0491999387741089,
+      "train/diffusion_loss": 0.5177798271179199
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/learning_rate_real": 1.884204854148376e-05
+    },
+    {
+      "debug/num_lat_loss": 79.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 79.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 2.991935483870968,
+      "step": 248
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/ce_loss": 0.9659395217895508,
+      "train/diffusion_loss": 0.5305912494659424
+    },
+    {
+      "epoch": 2.991935483870968,
+      "step": 248,
+      "train/learning_rate_real": 1.884204854148376e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 1.4448699951171875,
+      "train/diffusion_loss": 0.4630902409553528
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 1.0516294240951538,
+      "train/diffusion_loss": 0.45374447107315063
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 0.9381259679794312,
+      "train/diffusion_loss": 0.5058014392852783
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 0.9183191657066345,
+      "train/diffusion_loss": 0.4031650424003601
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 1.0905983448028564,
+      "train/diffusion_loss": 0.4346649646759033
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 0.9495975375175476,
+      "train/diffusion_loss": 0.4941256046295166
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 1.3127506971359253,
+      "train/diffusion_loss": 0.53312748670578
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 360.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 360.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 1.049778938293457,
+      "train/diffusion_loss": 0.5437437891960144
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 0.860345184803009,
+      "train/diffusion_loss": 0.5330458283424377
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 1.057338833808899,
+      "train/diffusion_loss": 0.45099958777427673
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 0.8062435984611511,
+      "train/diffusion_loss": 0.45210179686546326
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 3.0,
+      "step": 249
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/ce_loss": 1.024268388748169,
+      "train/diffusion_loss": 0.5315834283828735
+    },
+    {
+      "epoch": 3.0,
+      "step": 249,
+      "train/learning_rate_real": 1.8644541645162834e-05
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "grad_norm": 19.919193267822266,
+      "learning_rate": 1.8644541645162834e-05,
+      "loss": 18.671,
+      "step": 250
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 0.9280945658683777,
+      "train/diffusion_loss": 0.4442412555217743
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 1.0435218811035156,
+      "train/diffusion_loss": 0.4669264256954193
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 0.8015720844268799,
+      "train/diffusion_loss": 0.433617502450943
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 1.2049428224563599,
+      "train/diffusion_loss": 0.4329812228679657
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 1.2147377729415894,
+      "train/diffusion_loss": 0.5343501567840576
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 0.8138737082481384,
+      "train/diffusion_loss": 0.4462718665599823
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 1.2437524795532227,
+      "train/diffusion_loss": 0.5116705298423767
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 171.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 171.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 0.8427272439002991,
+      "train/diffusion_loss": 0.48525291681289673
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 1.31415855884552,
+      "train/diffusion_loss": 0.5380403399467468
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 1.030970573425293,
+      "train/diffusion_loss": 0.4974837303161621
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 0.7689142227172852,
+      "train/diffusion_loss": 0.43902716040611267
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 3.0120967741935485,
+      "step": 250
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/ce_loss": 1.2112420797348022,
+      "train/diffusion_loss": 0.4979301691055298
+    },
+    {
+      "epoch": 3.0120967741935485,
+      "step": 250,
+      "train/learning_rate_real": 1.8447457926522454e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 0.6943827867507935,
+      "train/diffusion_loss": 0.4649837613105774
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 1.0861040353775024,
+      "train/diffusion_loss": 0.5446343421936035
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 1.0725009441375732,
+      "train/diffusion_loss": 0.4787222146987915
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 0.9598216414451599,
+      "train/diffusion_loss": 0.4084658622741699
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 1.237095594406128,
+      "train/diffusion_loss": 0.5676491856575012
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 1.08278226852417,
+      "train/diffusion_loss": 0.4684484601020813
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 1.3684463500976562,
+      "train/diffusion_loss": 0.4657919406890869
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 396.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 396.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 1.4503427743911743,
+      "train/diffusion_loss": 0.4964945316314697
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 85.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 85.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 0.6076142191886902,
+      "train/diffusion_loss": 0.45218920707702637
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 1.5093539953231812,
+      "train/diffusion_loss": 0.489991158246994
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 1.0541834831237793,
+      "train/diffusion_loss": 0.4676707088947296
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 3.024193548387097,
+      "step": 251
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/ce_loss": 1.0386812686920166,
+      "train/diffusion_loss": 0.501545786857605
+    },
+    {
+      "epoch": 3.024193548387097,
+      "step": 251,
+      "train/learning_rate_real": 1.8250810508366077e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 0.7473397254943848,
+      "train/diffusion_loss": 0.4109379053115845
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 1.5114922523498535,
+      "train/diffusion_loss": 0.4746232330799103
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 215.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 215.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 0.8233965039253235,
+      "train/diffusion_loss": 0.4570603370666504
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 1.0205811262130737,
+      "train/diffusion_loss": 0.4885392189025879
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 0.7875508069992065,
+      "train/diffusion_loss": 0.44982725381851196
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 1.4594205617904663,
+      "train/diffusion_loss": 0.4844200313091278
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 85.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 85.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 0.6123164892196655,
+      "train/diffusion_loss": 0.34125781059265137
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 1.229306936264038,
+      "train/diffusion_loss": 0.507680356502533
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 1.1203725337982178,
+      "train/diffusion_loss": 0.522944986820221
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 1.2867062091827393,
+      "train/diffusion_loss": 0.5256338119506836
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 1.3886219263076782,
+      "train/diffusion_loss": 0.48909780383110046
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 3.036290322580645,
+      "step": 252
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/ce_loss": 1.2072136402130127,
+      "train/diffusion_loss": 0.51624995470047
+    },
+    {
+      "epoch": 3.036290322580645,
+      "step": 252,
+      "train/learning_rate_real": 1.805461248444616e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 1.1195391416549683,
+      "train/diffusion_loss": 0.4689151346683502
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 1.43477201461792,
+      "train/diffusion_loss": 0.5374194383621216
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 0.9847473502159119,
+      "train/diffusion_loss": 0.5121130347251892
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 201.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 201.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 0.9497773051261902,
+      "train/diffusion_loss": 0.5086238980293274
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 0.9831663370132446,
+      "train/diffusion_loss": 0.4372852146625519
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 1.1401132345199585,
+      "train/diffusion_loss": 0.6245511770248413
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 1.0881092548370361,
+      "train/diffusion_loss": 0.5425276756286621
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 1.3006128072738647,
+      "train/diffusion_loss": 0.48563313484191895
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 377.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 377.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 1.3628677129745483,
+      "train/diffusion_loss": 0.4844193458557129
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 225.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 225.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 0.7308265566825867,
+      "train/diffusion_loss": 0.5132982134819031
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 59.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 59.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 0.584956169128418,
+      "train/diffusion_loss": 0.4411817789077759
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 3.0483870967741935,
+      "step": 253
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/ce_loss": 1.0574804544448853,
+      "train/diffusion_loss": 0.5282235741615295
+    },
+    {
+      "epoch": 3.0483870967741935,
+      "step": 253,
+      "train/learning_rate_real": 1.7858876918592236e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 0.8188430666923523,
+      "train/diffusion_loss": 0.43576470017433167
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 226.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 226.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 1.4003753662109375,
+      "train/diffusion_loss": 0.6221299767494202
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 1.1889207363128662,
+      "train/diffusion_loss": 0.5019925236701965
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 1.131986379623413,
+      "train/diffusion_loss": 0.45547693967819214
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 1.1100724935531616,
+      "train/diffusion_loss": 0.4663369357585907
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 1.020931601524353,
+      "train/diffusion_loss": 0.42312178015708923
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 1.0602805614471436,
+      "train/diffusion_loss": 0.4976139962673187
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 0.7445844411849976,
+      "train/diffusion_loss": 0.37178224325180054
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 1.599886417388916,
+      "train/diffusion_loss": 0.5300309062004089
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 180.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 180.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 0.9597027897834778,
+      "train/diffusion_loss": 0.46932610869407654
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 0.4760899245738983,
+      "train/diffusion_loss": 0.4432010352611542
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 3.060483870967742,
+      "step": 254
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/ce_loss": 1.003844976425171,
+      "train/diffusion_loss": 0.4818214178085327
+    },
+    {
+      "epoch": 3.060483870967742,
+      "step": 254,
+      "train/learning_rate_real": 1.766361684384114e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 1.1382149457931519,
+      "train/diffusion_loss": 0.47895312309265137
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 0.5383979082107544,
+      "train/diffusion_loss": 0.45115524530410767
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 1.7263448238372803,
+      "train/diffusion_loss": 0.6148366928100586
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 0.8704533576965332,
+      "train/diffusion_loss": 0.45331212878227234
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 0.8983682990074158,
+      "train/diffusion_loss": 0.44732269644737244
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 0.8477405309677124,
+      "train/diffusion_loss": 0.44028177857398987
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 366.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 366.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 1.0062663555145264,
+      "train/diffusion_loss": 0.4927394688129425
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 0.9791946411132812,
+      "train/diffusion_loss": 0.456004798412323
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 1.0850948095321655,
+      "train/diffusion_loss": 0.49281272292137146
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 1.049228549003601,
+      "train/diffusion_loss": 0.5166772603988647
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 0.9647101163864136,
+      "train/diffusion_loss": 0.4432147741317749
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 3.0725806451612905,
+      "step": 255
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/ce_loss": 1.5058566331863403,
+      "train/diffusion_loss": 0.557990550994873
+    },
+    {
+      "epoch": 3.0725806451612905,
+      "step": 255,
+      "train/learning_rate_real": 1.746884526156915e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 0.9329584836959839,
+      "train/diffusion_loss": 0.48787328600883484
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 1.2984791994094849,
+      "train/diffusion_loss": 0.4930218756198883
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 160.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 160.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 0.7859023809432983,
+      "train/diffusion_loss": 0.445494145154953
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 0.8957260847091675,
+      "train/diffusion_loss": 0.48231402039527893
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 1.320223331451416,
+      "train/diffusion_loss": 0.4775769114494324
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 0.9178287982940674,
+      "train/diffusion_loss": 0.44190797209739685
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 1.1882915496826172,
+      "train/diffusion_loss": 0.5872840881347656
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 369.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 369.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 1.6975617408752441,
+      "train/diffusion_loss": 0.5064243078231812
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 0.8644048571586609,
+      "train/diffusion_loss": 0.4300953447818756
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 1.3560811281204224,
+      "train/diffusion_loss": 0.44631993770599365
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 1.0817140340805054,
+      "train/diffusion_loss": 0.5176072120666504
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 3.0846774193548385,
+      "step": 256
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/ce_loss": 1.042784333229065,
+      "train/diffusion_loss": 0.5768500566482544
+    },
+    {
+      "epoch": 3.0846774193548385,
+      "step": 256,
+      "train/learning_rate_real": 1.7274575140626318e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 1.1292037963867188,
+      "train/diffusion_loss": 0.5251396298408508
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 0.8032408356666565,
+      "train/diffusion_loss": 0.5220723152160645
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 200.0,
+      "debug/num_lat_total": 378.0,
+      "debug/num_tok_loss": 200.0,
+      "debug/num_tok_total": 378.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 1.5482679605484009,
+      "train/diffusion_loss": 0.5369643568992615
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 1.4147710800170898,
+      "train/diffusion_loss": 0.5474450588226318
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 1.4715043306350708,
+      "train/diffusion_loss": 0.5845386981964111
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 0.9047956466674805,
+      "train/diffusion_loss": 0.46864229440689087
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 184.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 184.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 1.5372734069824219,
+      "train/diffusion_loss": 0.5245463252067566
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 0.7870064973831177,
+      "train/diffusion_loss": 0.49103018641471863
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 1.2795711755752563,
+      "train/diffusion_loss": 0.46058422327041626
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 0.720859944820404,
+      "train/diffusion_loss": 0.4552954137325287
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 1.3317791223526,
+      "train/diffusion_loss": 0.5286168456077576
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 3.096774193548387,
+      "step": 257
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/ce_loss": 1.1364275217056274,
+      "train/diffusion_loss": 0.5118796825408936
+    },
+    {
+      "epoch": 3.096774193548387,
+      "step": 257,
+      "train/learning_rate_real": 1.7080819416472944e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 1.3924081325531006,
+      "train/diffusion_loss": 0.5257871150970459
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 315.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 315.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 1.1409175395965576,
+      "train/diffusion_loss": 0.5626086592674255
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 1.2373758554458618,
+      "train/diffusion_loss": 0.5227196216583252
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 1.148776888847351,
+      "train/diffusion_loss": 0.4991554617881775
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 1.0094718933105469,
+      "train/diffusion_loss": 0.41420629620552063
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 1.2366137504577637,
+      "train/diffusion_loss": 0.5133967399597168
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 1.5449122190475464,
+      "train/diffusion_loss": 0.5015191435813904
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 1.3330893516540527,
+      "train/diffusion_loss": 0.5044525861740112
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 0.8833703994750977,
+      "train/diffusion_loss": 0.4792696237564087
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 1.1016569137573242,
+      "train/diffusion_loss": 0.4863441586494446
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 1.227514624595642,
+      "train/diffusion_loss": 0.4815309941768646
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 3.1088709677419355,
+      "step": 258
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/ce_loss": 1.212444543838501,
+      "train/diffusion_loss": 0.42339858412742615
+    },
+    {
+      "epoch": 3.1088709677419355,
+      "step": 258,
+      "train/learning_rate_real": 1.688759099031824e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 0.9825049042701721,
+      "train/diffusion_loss": 0.5260974764823914
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 1.2480814456939697,
+      "train/diffusion_loss": 0.45241624116897583
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 1.134233832359314,
+      "train/diffusion_loss": 0.42608484625816345
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 0.6138295531272888,
+      "train/diffusion_loss": 0.5131306052207947
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 0.882427453994751,
+      "train/diffusion_loss": 0.5037953853607178
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 1.343220829963684,
+      "train/diffusion_loss": 0.5171846151351929
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 0.7879160046577454,
+      "train/diffusion_loss": 0.49195703864097595
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "debug/num_lat_loss": 200.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 200.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 1.2186355590820312,
+      "train/diffusion_loss": 0.5587588548660278
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 0.9574743509292603,
+      "train/diffusion_loss": 0.48891058564186096
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 0.8090531826019287,
+      "train/diffusion_loss": 0.4399919807910919
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 192.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 192.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 0.992889404296875,
+      "train/diffusion_loss": 0.5604333281517029
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 3.120967741935484,
+      "step": 259
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/ce_loss": 0.5392515063285828,
+      "train/diffusion_loss": 0.4886990785598755
+    },
+    {
+      "epoch": 3.120967741935484,
+      "step": 259,
+      "train/learning_rate_real": 1.6694902728261337e-05
+    },
+    {
+      "epoch": 3.133064516129032,
+      "grad_norm": 21.238950729370117,
+      "learning_rate": 1.6694902728261337e-05,
+      "loss": 18.3182,
+      "step": 260
+    },
+    {
+      "debug/num_lat_loss": 222.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 222.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 1.159433364868164,
+      "train/diffusion_loss": 0.5004443526268005
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 222.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 222.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 1.5713363885879517,
+      "train/diffusion_loss": 0.5627325177192688
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 1.260897159576416,
+      "train/diffusion_loss": 0.5459945797920227
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 0.657057523727417,
+      "train/diffusion_loss": 0.48247677087783813
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 1.161122441291809,
+      "train/diffusion_loss": 0.5164740085601807
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 370.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 370.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 1.3324415683746338,
+      "train/diffusion_loss": 0.5072105526924133
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 1.5372717380523682,
+      "train/diffusion_loss": 0.5426203012466431
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 1.3120734691619873,
+      "train/diffusion_loss": 0.5675777792930603
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 1.1781840324401855,
+      "train/diffusion_loss": 0.5214329957962036
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 54.0,
+      "debug/num_lat_total": 167.0,
+      "debug/num_tok_loss": 54.0,
+      "debug/num_tok_total": 167.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 0.43908393383026123,
+      "train/diffusion_loss": 0.4134679138660431
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 225.0,
+      "debug/num_lat_total": 403.0,
+      "debug/num_tok_loss": 225.0,
+      "debug/num_tok_total": 403.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 1.452322244644165,
+      "train/diffusion_loss": 0.48132073879241943
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 3.133064516129032,
+      "step": 260
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/ce_loss": 1.387021541595459,
+      "train/diffusion_loss": 0.4886687397956848
+    },
+    {
+      "epoch": 3.133064516129032,
+      "step": 260,
+      "train/learning_rate_real": 1.6502767460434588e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 0.7373499870300293,
+      "train/diffusion_loss": 0.49901142716407776
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 1.1994924545288086,
+      "train/diffusion_loss": 0.5427054166793823
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 1.1900559663772583,
+      "train/diffusion_loss": 0.5705251097679138
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 0.7391003370285034,
+      "train/diffusion_loss": 0.42799997329711914
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 1.048804759979248,
+      "train/diffusion_loss": 0.5090248584747314
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 60.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 60.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 0.5866928696632385,
+      "train/diffusion_loss": 0.4921519160270691
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 0.5457649827003479,
+      "train/diffusion_loss": 0.4630250036716461
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 1.3535043001174927,
+      "train/diffusion_loss": 0.5094904899597168
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 1.224295973777771,
+      "train/diffusion_loss": 0.5092256665229797
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 387.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 387.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 1.0750703811645508,
+      "train/diffusion_loss": 0.5312410593032837
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 1.322996973991394,
+      "train/diffusion_loss": 0.5309633016586304
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 3.1451612903225805,
+      "step": 261
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/ce_loss": 1.1298147439956665,
+      "train/diffusion_loss": 0.5257136821746826
+    },
+    {
+      "epoch": 3.1451612903225805,
+      "step": 261,
+      "train/learning_rate_real": 1.6311197980149246e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 1.4876770973205566,
+      "train/diffusion_loss": 0.5071998238563538
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 187.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 187.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 0.949006199836731,
+      "train/diffusion_loss": 0.4747924208641052
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 1.330246925354004,
+      "train/diffusion_loss": 0.5320991277694702
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 1.052571177482605,
+      "train/diffusion_loss": 0.5107302665710449
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 0.8862828612327576,
+      "train/diffusion_loss": 0.4993317723274231
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 1.2204002141952515,
+      "train/diffusion_loss": 0.5324205756187439
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 0.8759630918502808,
+      "train/diffusion_loss": 0.46996018290519714
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 1.0410391092300415,
+      "train/diffusion_loss": 0.49201273918151855
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 1.57709538936615,
+      "train/diffusion_loss": 0.5010236501693726
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 1.2495864629745483,
+      "train/diffusion_loss": 0.4961913228034973
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 1.3227276802062988,
+      "train/diffusion_loss": 0.5036119818687439
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 204.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 204.0,
+      "epoch": 3.157258064516129,
+      "step": 262
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/ce_loss": 0.5944395065307617,
+      "train/diffusion_loss": 0.4463147819042206
+    },
+    {
+      "epoch": 3.157258064516129,
+      "step": 262,
+      "train/learning_rate_real": 1.6120207043043678e-05
+    },
+    {
+      "debug/num_lat_loss": 236.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 236.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 1.5944581031799316,
+      "train/diffusion_loss": 0.5283478498458862
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 1.262391209602356,
+      "train/diffusion_loss": 0.44816598296165466
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 1.28899347782135,
+      "train/diffusion_loss": 0.4623487591743469
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 170.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 170.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 0.8903564214706421,
+      "train/diffusion_loss": 0.4561929404735565
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 0.9439414143562317,
+      "train/diffusion_loss": 0.5304849147796631
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 1.0271621942520142,
+      "train/diffusion_loss": 0.5281198024749756
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 0.8376197218894958,
+      "train/diffusion_loss": 0.4474641680717468
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 1.1844829320907593,
+      "train/diffusion_loss": 0.5267823338508606
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 1.3471224308013916,
+      "train/diffusion_loss": 0.4234599769115448
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 0.9360788464546204,
+      "train/diffusion_loss": 0.4055653214454651
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 1.0474625825881958,
+      "train/diffusion_loss": 0.5282667875289917
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 3.1693548387096775,
+      "step": 263
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/ce_loss": 1.2082173824310303,
+      "train/diffusion_loss": 0.472939670085907
+    },
+    {
+      "epoch": 3.1693548387096775,
+      "step": 263,
+      "train/learning_rate_real": 1.5929807366233977e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 0.906261682510376,
+      "train/diffusion_loss": 0.4814176857471466
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 387.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 387.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 1.370402216911316,
+      "train/diffusion_loss": 0.5470545887947083
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 1.23546302318573,
+      "train/diffusion_loss": 0.502678632736206
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 0.77098149061203,
+      "train/diffusion_loss": 0.4867996275424957
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 224.0,
+      "debug/num_lat_total": 385.0,
+      "debug/num_tok_loss": 224.0,
+      "debug/num_tok_total": 385.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 1.295447826385498,
+      "train/diffusion_loss": 0.5388616323471069
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 1.078060269355774,
+      "train/diffusion_loss": 0.5994117259979248
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 1.0464403629302979,
+      "train/diffusion_loss": 0.6240173578262329
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 1.0919569730758667,
+      "train/diffusion_loss": 0.44096696376800537
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 1.2574971914291382,
+      "train/diffusion_loss": 0.5415713787078857
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 1.160893440246582,
+      "train/diffusion_loss": 0.47383639216423035
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 0.7741231322288513,
+      "train/diffusion_loss": 0.4150659441947937
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 3.181451612903226,
+      "step": 264
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/ce_loss": 1.1559481620788574,
+      "train/diffusion_loss": 0.4868523180484772
+    },
+    {
+      "epoch": 3.181451612903226,
+      "step": 264,
+      "train/learning_rate_real": 1.5740011627467223e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 1.3723574876785278,
+      "train/diffusion_loss": 0.5299331545829773
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 0.8826004266738892,
+      "train/diffusion_loss": 0.48520296812057495
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 1.4391822814941406,
+      "train/diffusion_loss": 0.5218313932418823
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 1.0176752805709839,
+      "train/diffusion_loss": 0.48731908202171326
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 0.68924880027771,
+      "train/diffusion_loss": 0.45981070399284363
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 1.2029979228973389,
+      "train/diffusion_loss": 0.5295237898826599
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 1.1518068313598633,
+      "train/diffusion_loss": 0.4629792273044586
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 1.4164851903915405,
+      "train/diffusion_loss": 0.5158724188804626
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 0.5956419706344604,
+      "train/diffusion_loss": 0.4052691161632538
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 1.1159178018569946,
+      "train/diffusion_loss": 0.5080701112747192
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 1.1690787076950073,
+      "train/diffusion_loss": 0.419569194316864
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 3.193548387096774,
+      "step": 265
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/ce_loss": 0.6744520664215088,
+      "train/diffusion_loss": 0.45712748169898987
+    },
+    {
+      "epoch": 3.193548387096774,
+      "step": 265,
+      "train/learning_rate_real": 1.555083246427734e-05
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 0.5026687383651733,
+      "train/diffusion_loss": 0.3511423170566559
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 1.2604320049285889,
+      "train/diffusion_loss": 0.4614515006542206
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 0.889041543006897,
+      "train/diffusion_loss": 0.46871745586395264
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 0.7059168219566345,
+      "train/diffusion_loss": 0.43503427505493164
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 195.0,
+      "debug/num_lat_total": 389.0,
+      "debug/num_tok_loss": 195.0,
+      "debug/num_tok_total": 389.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 1.5128495693206787,
+      "train/diffusion_loss": 0.47433751821517944
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 1.0574551820755005,
+      "train/diffusion_loss": 0.5212281942367554
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 1.102780818939209,
+      "train/diffusion_loss": 0.5054532885551453
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 47.0,
+      "debug/num_lat_total": 160.0,
+      "debug/num_tok_loss": 47.0,
+      "debug/num_tok_total": 160.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 0.36195895075798035,
+      "train/diffusion_loss": 0.4627474248409271
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 0.9635762572288513,
+      "train/diffusion_loss": 0.48666825890541077
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 193.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 193.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 1.3511831760406494,
+      "train/diffusion_loss": 0.48245084285736084
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 1.4614169597625732,
+      "train/diffusion_loss": 0.4913807809352875
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 3.2056451612903225,
+      "step": 266
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/ce_loss": 1.0805132389068604,
+      "train/diffusion_loss": 0.47873273491859436
+    },
+    {
+      "epoch": 3.2056451612903225,
+      "step": 266,
+      "train/learning_rate_real": 1.5362282473143603e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 1.2963616847991943,
+      "train/diffusion_loss": 0.4591580927371979
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 1.1741567850112915,
+      "train/diffusion_loss": 0.5086501836776733
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 1.4422725439071655,
+      "train/diffusion_loss": 0.48597338795661926
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 0.9401484131813049,
+      "train/diffusion_loss": 0.5180262327194214
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 1.091589331626892,
+      "train/diffusion_loss": 0.5039805173873901
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 370.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 370.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 1.6332521438598633,
+      "train/diffusion_loss": 0.5023003220558167
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 62.0,
+      "debug/num_lat_total": 217.0,
+      "debug/num_tok_loss": 62.0,
+      "debug/num_tok_total": 217.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 0.6265101432800293,
+      "train/diffusion_loss": 0.46110010147094727
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 0.5994551777839661,
+      "train/diffusion_loss": 0.3972477614879608
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 0.7435473799705505,
+      "train/diffusion_loss": 0.45489025115966797
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 0.8387695550918579,
+      "train/diffusion_loss": 0.49983108043670654
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 1.0324515104293823,
+      "train/diffusion_loss": 0.44772300124168396
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 3.217741935483871,
+      "step": 267
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/ce_loss": 0.7182118892669678,
+      "train/diffusion_loss": 0.48893797397613525
+    },
+    {
+      "epoch": 3.217741935483871,
+      "step": 267,
+      "train/learning_rate_real": 1.5174374208651912e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 1.444770097732544,
+      "train/diffusion_loss": 0.4708690047264099
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 1.2379437685012817,
+      "train/diffusion_loss": 0.5122774243354797
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 1.349348783493042,
+      "train/diffusion_loss": 0.5086765289306641
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 1.2747859954833984,
+      "train/diffusion_loss": 0.5133202075958252
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 0.8440201878547668,
+      "train/diffusion_loss": 0.5490429401397705
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 1.147822380065918,
+      "train/diffusion_loss": 0.5114456415176392
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 0.9899987578392029,
+      "train/diffusion_loss": 0.500410258769989
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 0.9071205258369446,
+      "train/diffusion_loss": 0.5323898196220398
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 0.7073618173599243,
+      "train/diffusion_loss": 0.4491128623485565
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 72.0,
+      "debug/num_lat_total": 216.0,
+      "debug/num_tok_loss": 72.0,
+      "debug/num_tok_total": 216.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 0.7529516816139221,
+      "train/diffusion_loss": 0.417655885219574
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 249.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 249.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 0.797096848487854,
+      "train/diffusion_loss": 0.4904896318912506
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 3.2298387096774195,
+      "step": 268
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/ce_loss": 1.4971704483032227,
+      "train/diffusion_loss": 0.4869275391101837
+    },
+    {
+      "epoch": 3.2298387096774195,
+      "step": 268,
+      "train/learning_rate_real": 1.4987120182658878e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 1.094716191291809,
+      "train/diffusion_loss": 0.5221503973007202
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 0.8570991158485413,
+      "train/diffusion_loss": 0.4533309042453766
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 1.311295986175537,
+      "train/diffusion_loss": 0.523819088935852
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 1.3164832592010498,
+      "train/diffusion_loss": 0.49904701113700867
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 1.1238423585891724,
+      "train/diffusion_loss": 0.49075332283973694
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 0.8849054574966431,
+      "train/diffusion_loss": 0.5178430080413818
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 0.9460729956626892,
+      "train/diffusion_loss": 0.44669464230537415
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 1.3407764434814453,
+      "train/diffusion_loss": 0.5482506155967712
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 1.3531640768051147,
+      "train/diffusion_loss": 0.5478456020355225
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "debug/num_lat_loss": 44.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 44.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 0.5219973921775818,
+      "train/diffusion_loss": 0.3875269889831543
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 0.9861191511154175,
+      "train/diffusion_loss": 0.43492111563682556
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 3.241935483870968,
+      "step": 269
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/ce_loss": 1.4949721097946167,
+      "train/diffusion_loss": 0.5155270099639893
+    },
+    {
+      "epoch": 3.241935483870968,
+      "step": 269,
+      "train/learning_rate_real": 1.4800532863458665e-05
+    },
+    {
+      "epoch": 3.254032258064516,
+      "grad_norm": 22.479164123535156,
+      "learning_rate": 1.4800532863458665e-05,
+      "loss": 18.3829,
+      "step": 270
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 1.3558779954910278,
+      "train/diffusion_loss": 0.5574456453323364
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 0.8389219045639038,
+      "train/diffusion_loss": 0.46805456280708313
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 1.0699665546417236,
+      "train/diffusion_loss": 0.49694404006004333
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 1.2755032777786255,
+      "train/diffusion_loss": 0.5347025990486145
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 58.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 58.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 0.5066460967063904,
+      "train/diffusion_loss": 0.3634253740310669
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 1.3101006746292114,
+      "train/diffusion_loss": 0.4804978370666504
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 1.2714346647262573,
+      "train/diffusion_loss": 0.4200880825519562
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 0.8565252423286438,
+      "train/diffusion_loss": 0.42893198132514954
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 0.7499828934669495,
+      "train/diffusion_loss": 0.5056275725364685
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 0.9573677778244019,
+      "train/diffusion_loss": 0.47052890062332153
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 1.1100342273712158,
+      "train/diffusion_loss": 0.49117714166641235
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 3.254032258064516,
+      "step": 270
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/ce_loss": 0.8863698840141296,
+      "train/diffusion_loss": 0.4965081512928009
+    },
+    {
+      "epoch": 3.254032258064516,
+      "step": 270,
+      "train/learning_rate_real": 1.4614624674952842e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 0.9954733848571777,
+      "train/diffusion_loss": 0.49844133853912354
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 1.2129956483840942,
+      "train/diffusion_loss": 0.5164797306060791
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 61.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 61.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 0.5117262601852417,
+      "train/diffusion_loss": 0.4811254143714905
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 1.4329936504364014,
+      "train/diffusion_loss": 0.5450217127799988
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 1.0914396047592163,
+      "train/diffusion_loss": 0.533283531665802
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 1.0081583261489868,
+      "train/diffusion_loss": 0.5428342223167419
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 0.8449031114578247,
+      "train/diffusion_loss": 0.4858582019805908
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 0.9601730108261108,
+      "train/diffusion_loss": 0.6063143014907837
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 1.1099873781204224,
+      "train/diffusion_loss": 0.5294151306152344
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 1.365539312362671,
+      "train/diffusion_loss": 0.49318423867225647
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 233.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 233.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 1.3458002805709839,
+      "train/diffusion_loss": 0.49720755219459534
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 380.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 380.0,
+      "epoch": 3.2661290322580645,
+      "step": 271
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/ce_loss": 1.2420661449432373,
+      "train/diffusion_loss": 0.4261851906776428
+    },
+    {
+      "epoch": 3.2661290322580645,
+      "step": 271,
+      "train/learning_rate_real": 1.4429407995823094e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 1.1765555143356323,
+      "train/diffusion_loss": 0.512619137763977
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 0.7326555252075195,
+      "train/diffusion_loss": 0.4310855567455292
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 330.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 330.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 1.074299693107605,
+      "train/diffusion_loss": 0.5269193649291992
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 1.0139391422271729,
+      "train/diffusion_loss": 0.5746340155601501
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 0.6403647661209106,
+      "train/diffusion_loss": 0.45986875891685486
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 1.0480300188064575,
+      "train/diffusion_loss": 0.5099383592605591
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 1.1061005592346191,
+      "train/diffusion_loss": 0.5458365678787231
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 1.026852011680603,
+      "train/diffusion_loss": 0.5439353585243225
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 1.3634033203125,
+      "train/diffusion_loss": 0.45526453852653503
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 0.6251428723335266,
+      "train/diffusion_loss": 0.40448787808418274
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 1.084580421447754,
+      "train/diffusion_loss": 0.4943440556526184
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 3.278225806451613,
+      "step": 272
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/ce_loss": 0.8859395384788513,
+      "train/diffusion_loss": 0.4496711492538452
+    },
+    {
+      "epoch": 3.278225806451613,
+      "step": 272,
+      "train/learning_rate_real": 1.4244895158707031e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 291.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 291.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 1.0024141073226929,
+      "train/diffusion_loss": 0.4793342649936676
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 209.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 209.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 1.458376407623291,
+      "train/diffusion_loss": 0.5304689407348633
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 0.9541839361190796,
+      "train/diffusion_loss": 0.5464980602264404
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 0.7560940980911255,
+      "train/diffusion_loss": 0.48551544547080994
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 1.0038090944290161,
+      "train/diffusion_loss": 0.47805723547935486
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 216.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 216.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 0.9948840141296387,
+      "train/diffusion_loss": 0.5262167453765869
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 0.8976634740829468,
+      "train/diffusion_loss": 0.48491162061691284
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 0.8167405724525452,
+      "train/diffusion_loss": 0.4683564603328705
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 0.9029967188835144,
+      "train/diffusion_loss": 0.4884324371814728
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 1.0570803880691528,
+      "train/diffusion_loss": 0.5210402011871338
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 1.0020006895065308,
+      "train/diffusion_loss": 0.5024734735488892
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 3.2903225806451615,
+      "step": 273
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/ce_loss": 0.9673771858215332,
+      "train/diffusion_loss": 0.44015389680862427
+    },
+    {
+      "epoch": 3.2903225806451615,
+      "step": 273,
+      "train/learning_rate_real": 1.4061098449376985e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 0.9571437239646912,
+      "train/diffusion_loss": 0.5105150938034058
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 1.1088650226593018,
+      "train/diffusion_loss": 0.5013929605484009
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 0.8681634664535522,
+      "train/diffusion_loss": 0.49055036902427673
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 1.1342597007751465,
+      "train/diffusion_loss": 0.4689478576183319
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 221.0,
+      "debug/num_lat_total": 376.0,
+      "debug/num_tok_loss": 221.0,
+      "debug/num_tok_total": 376.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 1.5164496898651123,
+      "train/diffusion_loss": 0.5831732749938965
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 0.8644757270812988,
+      "train/diffusion_loss": 0.5045864582061768
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 1.3597428798675537,
+      "train/diffusion_loss": 0.5372920036315918
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 0.9699100255966187,
+      "train/diffusion_loss": 0.4747031629085541
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 1.0642009973526,
+      "train/diffusion_loss": 0.5111047029495239
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 0.9529370069503784,
+      "train/diffusion_loss": 0.5319782495498657
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 1.1866106986999512,
+      "train/diffusion_loss": 0.44806116819381714
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 409.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 409.0,
+      "epoch": 3.3024193548387095,
+      "step": 274
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/ce_loss": 1.2462202310562134,
+      "train/diffusion_loss": 0.49059799313545227
+    },
+    {
+      "epoch": 3.3024193548387095,
+      "step": 274,
+      "train/learning_rate_real": 1.387803010592198e-05
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 0.9445988535881042,
+      "train/diffusion_loss": 0.41333112120628357
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 1.043076992034912,
+      "train/diffusion_loss": 0.40806853771209717
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 0.9210458397865295,
+      "train/diffusion_loss": 0.45330747961997986
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 0.8404633402824402,
+      "train/diffusion_loss": 0.5585163831710815
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 1.0027010440826416,
+      "train/diffusion_loss": 0.44825422763824463
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 56.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 56.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 0.678722620010376,
+      "train/diffusion_loss": 0.40350067615509033
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 1.2149691581726074,
+      "train/diffusion_loss": 0.5327539443969727
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 213.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 213.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 1.0271048545837402,
+      "train/diffusion_loss": 0.5066657662391663
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 0.9527868628501892,
+      "train/diffusion_loss": 0.5038871765136719
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 1.005138635635376,
+      "train/diffusion_loss": 0.4485761821269989
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 0.9451752305030823,
+      "train/diffusion_loss": 0.4936487376689911
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 3.314516129032258,
+      "step": 275
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/ce_loss": 1.0464801788330078,
+      "train/diffusion_loss": 0.4559735953807831
+    },
+    {
+      "epoch": 3.314516129032258,
+      "step": 275,
+      "train/learning_rate_real": 1.3695702317932862e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 0.7349702715873718,
+      "train/diffusion_loss": 0.44137075543403625
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 1.2740494012832642,
+      "train/diffusion_loss": 0.48443958163261414
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 1.256084680557251,
+      "train/diffusion_loss": 0.5318716168403625
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 1.621951937675476,
+      "train/diffusion_loss": 0.48913004994392395
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 0.7851073741912842,
+      "train/diffusion_loss": 0.4913374185562134
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 0.8759521245956421,
+      "train/diffusion_loss": 0.4876546561717987
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 1.1943973302841187,
+      "train/diffusion_loss": 0.5640490651130676
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 382.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 382.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 1.4306148290634155,
+      "train/diffusion_loss": 0.5129209160804749
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 0.9402230978012085,
+      "train/diffusion_loss": 0.4421983063220978
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 0.9623415470123291,
+      "train/diffusion_loss": 0.42740750312805176
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 225.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 225.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 0.371064692735672,
+      "train/diffusion_loss": 0.4800337553024292
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 3.3266129032258065,
+      "step": 276
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/ce_loss": 0.705237090587616,
+      "train/diffusion_loss": 0.41920557618141174
+    },
+    {
+      "epoch": 3.3266129032258065,
+      "step": 276,
+      "train/learning_rate_real": 1.3514127225690637e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 0.991179883480072,
+      "train/diffusion_loss": 0.4564611613750458
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 1.399196982383728,
+      "train/diffusion_loss": 0.5042885541915894
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 1.2690143585205078,
+      "train/diffusion_loss": 0.5190536975860596
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 0.7541194558143616,
+      "train/diffusion_loss": 0.4380970001220703
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 0.7045336365699768,
+      "train/diffusion_loss": 0.4928348660469055
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 0.9938876628875732,
+      "train/diffusion_loss": 0.484112024307251
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 225.0,
+      "debug/num_lat_total": 408.0,
+      "debug/num_tok_loss": 225.0,
+      "debug/num_tok_total": 408.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 1.2043542861938477,
+      "train/diffusion_loss": 0.4840456247329712
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 1.084475040435791,
+      "train/diffusion_loss": 0.43137356638908386
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 1.4109618663787842,
+      "train/diffusion_loss": 0.46754324436187744
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 0.9685235023498535,
+      "train/diffusion_loss": 0.44273823499679565
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 50.0,
+      "debug/num_lat_total": 163.0,
+      "debug/num_tok_loss": 50.0,
+      "debug/num_tok_total": 163.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 0.432742714881897,
+      "train/diffusion_loss": 0.3833506405353546
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 3.338709677419355,
+      "step": 277
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/ce_loss": 0.8204687833786011,
+      "train/diffusion_loss": 0.4696429967880249
+    },
+    {
+      "epoch": 3.338709677419355,
+      "step": 277,
+      "train/learning_rate_real": 1.3333316919358157e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 1.3630039691925049,
+      "train/diffusion_loss": 0.46491339802742004
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 1.4099619388580322,
+      "train/diffusion_loss": 0.4656018018722534
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 57.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 57.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 0.38362571597099304,
+      "train/diffusion_loss": 0.3748493492603302
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 1.410047173500061,
+      "train/diffusion_loss": 0.5097101926803589
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 0.7968623638153076,
+      "train/diffusion_loss": 0.5225566625595093
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 0.9297816753387451,
+      "train/diffusion_loss": 0.4854910969734192
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 0.7682809233665466,
+      "train/diffusion_loss": 0.4389846920967102
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 281.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 281.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 0.8520796298980713,
+      "train/diffusion_loss": 0.4813999533653259
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 0.9449771642684937,
+      "train/diffusion_loss": 0.49522024393081665
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 0.9446473717689514,
+      "train/diffusion_loss": 0.506767988204956
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 1.016394853591919,
+      "train/diffusion_loss": 0.49779874086380005
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 3.350806451612903,
+      "step": 278
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/ce_loss": 0.9996704459190369,
+      "train/diffusion_loss": 0.546757161617279
+    },
+    {
+      "epoch": 3.350806451612903,
+      "step": 278,
+      "train/learning_rate_real": 1.3153283438175034e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 0.8455222249031067,
+      "train/diffusion_loss": 0.4981037676334381
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 1.2604397535324097,
+      "train/diffusion_loss": 0.45351675152778625
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 1.2232353687286377,
+      "train/diffusion_loss": 0.5877416729927063
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 1.1280800104141235,
+      "train/diffusion_loss": 0.47587850689888
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 0.9918258786201477,
+      "train/diffusion_loss": 0.4279082119464874
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 1.051742672920227,
+      "train/diffusion_loss": 0.49945953488349915
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 0.9623146057128906,
+      "train/diffusion_loss": 0.4759622812271118
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 0.8759559988975525,
+      "train/diffusion_loss": 0.4984046518802643
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 1.014760136604309,
+      "train/diffusion_loss": 0.4961703419685364
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 1.084163784980774,
+      "train/diffusion_loss": 0.4638904929161072
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 0.9951147437095642,
+      "train/diffusion_loss": 0.4819463789463043
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 3.3629032258064515,
+      "step": 279
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/ce_loss": 1.2931807041168213,
+      "train/diffusion_loss": 0.5116720795631409
+    },
+    {
+      "epoch": 3.3629032258064515,
+      "step": 279,
+      "train/learning_rate_real": 1.2974038769656054e-05
+    },
+    {
+      "epoch": 3.375,
+      "grad_norm": 21.615489959716797,
+      "learning_rate": 1.2974038769656054e-05,
+      "loss": 17.8354,
+      "step": 280
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 1.4082657098770142,
+      "train/diffusion_loss": 0.4708826243877411
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 1.1841020584106445,
+      "train/diffusion_loss": 0.5986422896385193
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 1.030556321144104,
+      "train/diffusion_loss": 0.5276506543159485
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 0.9504247903823853,
+      "train/diffusion_loss": 0.5202021598815918
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 1.3471418619155884,
+      "train/diffusion_loss": 0.4986087381839752
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 1.142623782157898,
+      "train/diffusion_loss": 0.48715487122535706
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 195.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 195.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 1.2357845306396484,
+      "train/diffusion_loss": 0.5938481688499451
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 1.1051450967788696,
+      "train/diffusion_loss": 0.5269348621368408
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 1.063576340675354,
+      "train/diffusion_loss": 0.5223127007484436
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 0.7692551612854004,
+      "train/diffusion_loss": 0.4725111126899719
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 0.9167012572288513,
+      "train/diffusion_loss": 0.39286983013153076
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.375,
+      "step": 280
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/ce_loss": 0.6326729655265808,
+      "train/diffusion_loss": 0.46927323937416077
+    },
+    {
+      "epoch": 3.375,
+      "step": 280,
+      "train/learning_rate_real": 1.2795594848792975e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 0.7863895893096924,
+      "train/diffusion_loss": 0.47979024052619934
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 1.2827097177505493,
+      "train/diffusion_loss": 0.44792547821998596
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 1.0399850606918335,
+      "train/diffusion_loss": 0.46021223068237305
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 1.017830729484558,
+      "train/diffusion_loss": 0.41722479462623596
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 1.0130434036254883,
+      "train/diffusion_loss": 0.4663332402706146
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 0.5735422968864441,
+      "train/diffusion_loss": 0.3630675673484802
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 1.2153350114822388,
+      "train/diffusion_loss": 0.5115383267402649
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 0.725752592086792,
+      "train/diffusion_loss": 0.4677213728427887
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 1.2813172340393066,
+      "train/diffusion_loss": 0.5006352066993713
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 0.6650077700614929,
+      "train/diffusion_loss": 0.5393912196159363
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 0.6876569390296936,
+      "train/diffusion_loss": 0.3901398479938507
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 3.3870967741935485,
+      "step": 281
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/ce_loss": 0.9893436431884766,
+      "train/diffusion_loss": 0.4412280321121216
+    },
+    {
+      "epoch": 3.3870967741935485,
+      "step": 281,
+      "train/learning_rate_real": 1.261796355725982e-05
+    },
+    {
+      "debug/num_lat_loss": 79.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 79.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 0.6943795084953308,
+      "train/diffusion_loss": 0.4382156729698181
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 187.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 187.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 1.2305296659469604,
+      "train/diffusion_loss": 0.5183389782905579
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 1.185266375541687,
+      "train/diffusion_loss": 0.49362969398498535
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 1.0647763013839722,
+      "train/diffusion_loss": 0.47889941930770874
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 1.3176765441894531,
+      "train/diffusion_loss": 0.545067310333252
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 0.6694327592849731,
+      "train/diffusion_loss": 0.46020129323005676
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 193.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 193.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 1.3492757081985474,
+      "train/diffusion_loss": 0.5240835547447205
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 1.002403736114502,
+      "train/diffusion_loss": 0.5224400162696838
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 372.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 372.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 1.576278805732727,
+      "train/diffusion_loss": 0.5411953926086426
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 1.3281233310699463,
+      "train/diffusion_loss": 0.5252858400344849
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 1.1852480173110962,
+      "train/diffusion_loss": 0.5361989140510559
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 154.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 154.0,
+      "epoch": 3.399193548387097,
+      "step": 282
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/ce_loss": 0.7098826169967651,
+      "train/diffusion_loss": 0.4483667016029358
+    },
+    {
+      "epoch": 3.399193548387097,
+      "step": 282,
+      "train/learning_rate_real": 1.2441156722621793e-05
+    },
+    {
+      "debug/num_lat_loss": 175.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 175.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 1.4903396368026733,
+      "train/diffusion_loss": 0.5238224864006042
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 1.1970943212509155,
+      "train/diffusion_loss": 0.5200561881065369
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 0.8247826099395752,
+      "train/diffusion_loss": 0.5161082148551941
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 1.3459908962249756,
+      "train/diffusion_loss": 0.4842512309551239
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 204.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 204.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 1.0670160055160522,
+      "train/diffusion_loss": 0.505498468875885
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 205.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 205.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 1.6353528499603271,
+      "train/diffusion_loss": 0.5406845211982727
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 1.1019182205200195,
+      "train/diffusion_loss": 0.5283719897270203
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 0.8186718225479126,
+      "train/diffusion_loss": 0.4328640401363373
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 0.9334905743598938,
+      "train/diffusion_loss": 0.5485240817070007
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 390.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 390.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 1.4636942148208618,
+      "train/diffusion_loss": 0.584349513053894
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 1.4482733011245728,
+      "train/diffusion_loss": 0.4798913896083832
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 3.411290322580645,
+      "step": 283
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/ce_loss": 1.228978157043457,
+      "train/diffusion_loss": 0.5069016814231873
+    },
+    {
+      "epoch": 3.411290322580645,
+      "step": 283,
+      "train/learning_rate_real": 1.2265186117547669e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 1.065313458442688,
+      "train/diffusion_loss": 0.5245364904403687
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 1.2481622695922852,
+      "train/diffusion_loss": 0.48756179213523865
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 0.8296750783920288,
+      "train/diffusion_loss": 0.5320091843605042
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 367.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 367.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 1.2532627582550049,
+      "train/diffusion_loss": 0.5790192484855652
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 0.9524238705635071,
+      "train/diffusion_loss": 0.47222650051116943
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 0.9589434266090393,
+      "train/diffusion_loss": 0.5134443640708923
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 0.9261700510978699,
+      "train/diffusion_loss": 0.48222094774246216
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 0.8207853436470032,
+      "train/diffusion_loss": 0.48046502470970154
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 281.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 281.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 1.256025791168213,
+      "train/diffusion_loss": 0.4527220129966736
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 1.4893983602523804,
+      "train/diffusion_loss": 0.5276010632514954
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 52.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 52.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 0.6722001433372498,
+      "train/diffusion_loss": 0.46349993348121643
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 3.4233870967741935,
+      "step": 284
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/ce_loss": 0.8801895976066589,
+      "train/diffusion_loss": 0.447519451379776
+    },
+    {
+      "epoch": 3.4233870967741935,
+      "step": 284,
+      "train/learning_rate_real": 1.2090063459025955e-05
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 0.7949857115745544,
+      "train/diffusion_loss": 0.5112785696983337
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 376.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 376.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 1.3956170082092285,
+      "train/diffusion_loss": 0.45547881722450256
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 1.5447872877120972,
+      "train/diffusion_loss": 0.5510644912719727
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 1.0691306591033936,
+      "train/diffusion_loss": 0.5083842873573303
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 0.982016921043396,
+      "train/diffusion_loss": 0.4537620544433594
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 0.6485223174095154,
+      "train/diffusion_loss": 0.38755497336387634
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 0.6882294416427612,
+      "train/diffusion_loss": 0.493893563747406
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 1.5445517301559448,
+      "train/diffusion_loss": 0.5812337398529053
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 1.3942519426345825,
+      "train/diffusion_loss": 0.5778878927230835
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 1.3227434158325195,
+      "train/diffusion_loss": 0.46284565329551697
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 1.0996979475021362,
+      "train/diffusion_loss": 0.5453994870185852
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 56.0,
+      "debug/num_lat_total": 185.0,
+      "debug/num_tok_loss": 56.0,
+      "debug/num_tok_total": 185.0,
+      "epoch": 3.435483870967742,
+      "step": 285
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/ce_loss": 0.5617086291313171,
+      "train/diffusion_loss": 0.41060930490493774
+    },
+    {
+      "epoch": 3.435483870967742,
+      "step": 285,
+      "train/learning_rate_real": 1.1915800407584704e-05
+    },
+    {
+      "debug/num_lat_loss": 202.0,
+      "debug/num_lat_total": 385.0,
+      "debug/num_tok_loss": 202.0,
+      "debug/num_tok_total": 385.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 1.2882920503616333,
+      "train/diffusion_loss": 0.4768330752849579
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 0.9963527321815491,
+      "train/diffusion_loss": 0.48451167345046997
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 1.1382468938827515,
+      "train/diffusion_loss": 0.48351916670799255
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 1.1125293970108032,
+      "train/diffusion_loss": 0.4623575508594513
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 0.9840759038925171,
+      "train/diffusion_loss": 0.48362085223197937
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 0.7199751734733582,
+      "train/diffusion_loss": 0.528679609298706
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 1.1568080186843872,
+      "train/diffusion_loss": 0.48743104934692383
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 1.304661750793457,
+      "train/diffusion_loss": 0.5206497311592102
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 0.8136798143386841,
+      "train/diffusion_loss": 0.43889114260673523
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 0.932952880859375,
+      "train/diffusion_loss": 0.4599059522151947
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 0.6406255960464478,
+      "train/diffusion_loss": 0.3856934607028961
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 3.4475806451612905,
+      "step": 286
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/ce_loss": 0.917213499546051,
+      "train/diffusion_loss": 0.472497820854187
+    },
+    {
+      "epoch": 3.4475806451612905,
+      "step": 286,
+      "train/learning_rate_real": 1.1742408566515103e-05
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 0.9268520474433899,
+      "train/diffusion_loss": 0.4853134751319885
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 1.0980881452560425,
+      "train/diffusion_loss": 0.4923531413078308
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 1.5477440357208252,
+      "train/diffusion_loss": 0.5296228528022766
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 0.909115731716156,
+      "train/diffusion_loss": 0.5789917707443237
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 211.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 211.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 1.6137280464172363,
+      "train/diffusion_loss": 0.500702977180481
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 1.1151469945907593,
+      "train/diffusion_loss": 0.460021048784256
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 412.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 412.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 1.4814809560775757,
+      "train/diffusion_loss": 0.5166299343109131
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 1.2717275619506836,
+      "train/diffusion_loss": 0.49584585428237915
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 1.6216678619384766,
+      "train/diffusion_loss": 0.5529269576072693
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 1.1140118837356567,
+      "train/diffusion_loss": 0.48805519938468933
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 1.2283481359481812,
+      "train/diffusion_loss": 0.49023279547691345
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 3.4596774193548385,
+      "step": 287
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/ce_loss": 1.1046640872955322,
+      "train/diffusion_loss": 0.5369648933410645
+    },
+    {
+      "epoch": 3.4596774193548385,
+      "step": 287,
+      "train/learning_rate_real": 1.1569899481098859e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 1.0741734504699707,
+      "train/diffusion_loss": 0.49367910623550415
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 0.913623034954071,
+      "train/diffusion_loss": 0.527891993522644
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 1.3971768617630005,
+      "train/diffusion_loss": 0.4995396137237549
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 0.9981691837310791,
+      "train/diffusion_loss": 0.58742755651474
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 0.8075113892555237,
+      "train/diffusion_loss": 0.550376296043396
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 1.1430480480194092,
+      "train/diffusion_loss": 0.5143760442733765
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 0.9707621932029724,
+      "train/diffusion_loss": 0.43857133388519287
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 0.9957995414733887,
+      "train/diffusion_loss": 0.48257195949554443
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 1.0441349744796753,
+      "train/diffusion_loss": 0.47648298740386963
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 0.8099469542503357,
+      "train/diffusion_loss": 0.4853344261646271
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 1.5391877889633179,
+      "train/diffusion_loss": 0.5424281358718872
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 3.471774193548387,
+      "step": 288
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/ce_loss": 1.070016622543335,
+      "train/diffusion_loss": 0.49841976165771484
+    },
+    {
+      "epoch": 3.471774193548387,
+      "step": 288,
+      "train/learning_rate_real": 1.1398284637839487e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 1.135056972503662,
+      "train/diffusion_loss": 0.5327301025390625
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 1.1433968544006348,
+      "train/diffusion_loss": 0.44877347350120544
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 1.0834497213363647,
+      "train/diffusion_loss": 0.5199973583221436
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 0.6655646562576294,
+      "train/diffusion_loss": 0.5181604027748108
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 0.8777648210525513,
+      "train/diffusion_loss": 0.670018196105957
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 0.7093443274497986,
+      "train/diffusion_loss": 0.4601723849773407
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 1.3798511028289795,
+      "train/diffusion_loss": 0.523788571357727
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 218.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 218.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 1.065765142440796,
+      "train/diffusion_loss": 0.5087566375732422
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 1.2104613780975342,
+      "train/diffusion_loss": 0.5560948252677917
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 1.3868848085403442,
+      "train/diffusion_loss": 0.5579273104667664
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 1.0047286748886108,
+      "train/diffusion_loss": 0.49092501401901245
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 3.4838709677419355,
+      "step": 289
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/ce_loss": 0.9399299025535583,
+      "train/diffusion_loss": 0.5681669116020203
+    },
+    {
+      "epoch": 3.4838709677419355,
+      "step": 289,
+      "train/learning_rate_real": 1.122757546369744e-05
+    },
+    {
+      "epoch": 3.495967741935484,
+      "grad_norm": 22.272775650024414,
+      "learning_rate": 1.122757546369744e-05,
+      "loss": 18.5234,
+      "step": 290
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 0.943536102771759,
+      "train/diffusion_loss": 0.4675966501235962
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 1.4979822635650635,
+      "train/diffusion_loss": 0.606609046459198
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 1.2339754104614258,
+      "train/diffusion_loss": 0.4705568253993988
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 0.5333651900291443,
+      "train/diffusion_loss": 0.39685961604118347
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 1.3681052923202515,
+      "train/diffusion_loss": 0.5237558484077454
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 1.2012475728988647,
+      "train/diffusion_loss": 0.4281999170780182
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 1.0643008947372437,
+      "train/diffusion_loss": 0.5653184056282043
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 1.2858664989471436,
+      "train/diffusion_loss": 0.5215610861778259
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 1.5550223588943481,
+      "train/diffusion_loss": 0.4597800076007843
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 1.4258180856704712,
+      "train/diffusion_loss": 0.47851547598838806
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 1.1407958269119263,
+      "train/diffusion_loss": 0.5191730856895447
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 3.495967741935484,
+      "step": 290
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/ce_loss": 1.2253727912902832,
+      "train/diffusion_loss": 0.5144762992858887
+    },
+    {
+      "epoch": 3.495967741935484,
+      "step": 290,
+      "train/learning_rate_real": 1.1057783325329268e-05
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 0.9881754517555237,
+      "train/diffusion_loss": 0.4369291067123413
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 198.0,
+      "debug/num_lat_total": 378.0,
+      "debug/num_tok_loss": 198.0,
+      "debug/num_tok_total": 378.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 1.4116172790527344,
+      "train/diffusion_loss": 0.5120986104011536
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 1.2180019617080688,
+      "train/diffusion_loss": 0.6547778844833374
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 191.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 191.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 0.6631237268447876,
+      "train/diffusion_loss": 0.40318793058395386
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 1.332746982574463,
+      "train/diffusion_loss": 0.5629724860191345
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 0.8625465035438538,
+      "train/diffusion_loss": 0.46069568395614624
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 0.9665902853012085,
+      "train/diffusion_loss": 0.4375614821910858
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 368.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 368.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 1.3343778848648071,
+      "train/diffusion_loss": 0.5077703595161438
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 1.381400465965271,
+      "train/diffusion_loss": 0.4873528778553009
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 1.0936983823776245,
+      "train/diffusion_loss": 0.47985950112342834
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 1.1676511764526367,
+      "train/diffusion_loss": 0.5289105176925659
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 3.508064516129032,
+      "step": 291
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/ce_loss": 0.7516592741012573,
+      "train/diffusion_loss": 0.41174811124801636
+    },
+    {
+      "epoch": 3.508064516129032,
+      "step": 291,
+      "train/learning_rate_real": 1.0888919528330777e-05
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 1.0029852390289307,
+      "train/diffusion_loss": 0.43710699677467346
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 64.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 64.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 0.7192217707633972,
+      "train/diffusion_loss": 0.4289729595184326
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 208.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 208.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 0.8784024119377136,
+      "train/diffusion_loss": 0.48653391003608704
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 0.8203921318054199,
+      "train/diffusion_loss": 0.43547317385673523
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 1.1795049905776978,
+      "train/diffusion_loss": 0.4674515128135681
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 1.1329058408737183,
+      "train/diffusion_loss": 0.48784664273262024
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 1.0963927507400513,
+      "train/diffusion_loss": 0.49040597677230835
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 1.2993829250335693,
+      "train/diffusion_loss": 0.49485713243484497
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 1.0237268209457397,
+      "train/diffusion_loss": 0.4518573582172394
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 1.0062856674194336,
+      "train/diffusion_loss": 0.552204966545105
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 0.8994288444519043,
+      "train/diffusion_loss": 0.44021520018577576
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 3.5201612903225805,
+      "step": 292
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/ce_loss": 1.1758675575256348,
+      "train/diffusion_loss": 0.5574042201042175
+    },
+    {
+      "epoch": 3.5201612903225805,
+      "step": 292,
+      "train/learning_rate_real": 1.0720995316484219e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 0.6818065047264099,
+      "train/diffusion_loss": 0.37504786252975464
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 77.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 77.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 0.7720220685005188,
+      "train/diffusion_loss": 0.4846154749393463
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 0.710057258605957,
+      "train/diffusion_loss": 0.44500184059143066
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 1.3385664224624634,
+      "train/diffusion_loss": 0.5393563508987427
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 1.0890955924987793,
+      "train/diffusion_loss": 0.45043668150901794
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 1.046006441116333,
+      "train/diffusion_loss": 0.47906166315078735
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 1.2256232500076294,
+      "train/diffusion_loss": 0.5007309913635254
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 1.2958452701568604,
+      "train/diffusion_loss": 0.5514424443244934
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 0.9849414825439453,
+      "train/diffusion_loss": 0.47213926911354065
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 0.8224719166755676,
+      "train/diffusion_loss": 0.4421062171459198
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 0.8410112857818604,
+      "train/diffusion_loss": 0.43131136894226074
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 3.532258064516129,
+      "step": 293
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/ce_loss": 1.0483967065811157,
+      "train/diffusion_loss": 0.591129720211029
+    },
+    {
+      "epoch": 3.532258064516129,
+      "step": 293,
+      "train/learning_rate_real": 1.0554021871009679e-05
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 1.19643235206604,
+      "train/diffusion_loss": 0.5131118297576904
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 1.1753674745559692,
+      "train/diffusion_loss": 0.6404933333396912
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 0.9180939793586731,
+      "train/diffusion_loss": 0.4783105254173279
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 59.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 59.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 0.6842566132545471,
+      "train/diffusion_loss": 0.4125436842441559
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 0.7820432782173157,
+      "train/diffusion_loss": 0.43906280398368835
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 1.0340461730957031,
+      "train/diffusion_loss": 0.42682456970214844
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 0.8367568254470825,
+      "train/diffusion_loss": 0.4028662145137787
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 1.5176403522491455,
+      "train/diffusion_loss": 0.4752870202064514
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 0.9460662603378296,
+      "train/diffusion_loss": 0.47195377945899963
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 1.1709662675857544,
+      "train/diffusion_loss": 0.47177302837371826
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 0.8733684420585632,
+      "train/diffusion_loss": 0.4020557105541229
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 3.5443548387096775,
+      "step": 294
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/ce_loss": 1.2821985483169556,
+      "train/diffusion_loss": 0.4607006907463074
+    },
+    {
+      "epoch": 3.5443548387096775,
+      "step": 294,
+      "train/learning_rate_real": 1.0388010309820512e-05
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 0.6821556091308594,
+      "train/diffusion_loss": 0.45098868012428284
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 0.8077830672264099,
+      "train/diffusion_loss": 0.4106513559818268
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 1.360818862915039,
+      "train/diffusion_loss": 0.46414005756378174
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 0.725757896900177,
+      "train/diffusion_loss": 0.4334426522254944
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 1.2375681400299072,
+      "train/diffusion_loss": 0.5569610595703125
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 145.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 145.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 0.832970917224884,
+      "train/diffusion_loss": 0.4872680902481079
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 0.6678391695022583,
+      "train/diffusion_loss": 0.4501146078109741
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 1.5346695184707642,
+      "train/diffusion_loss": 0.5921921133995056
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 1.33319091796875,
+      "train/diffusion_loss": 0.4900059103965759
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 203.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 203.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 1.2074971199035645,
+      "train/diffusion_loss": 0.5649843215942383
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 231.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 231.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 1.3221840858459473,
+      "train/diffusion_loss": 0.5427204966545105
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 3.556451612903226,
+      "step": 295
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/ce_loss": 0.913577139377594,
+      "train/diffusion_loss": 0.4416830241680145
+    },
+    {
+      "epoch": 3.556451612903226,
+      "step": 295,
+      "train/learning_rate_real": 1.022297168678309e-05
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 0.7177219390869141,
+      "train/diffusion_loss": 0.44015753269195557
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 1.1789295673370361,
+      "train/diffusion_loss": 0.46071135997772217
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 0.9428837299346924,
+      "train/diffusion_loss": 0.44742506742477417
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 0.8672154545783997,
+      "train/diffusion_loss": 0.462527334690094
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 0.9857450127601624,
+      "train/diffusion_loss": 0.4782119393348694
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 1.222599744796753,
+      "train/diffusion_loss": 0.5032119154930115
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 0.9763298034667969,
+      "train/diffusion_loss": 0.4678639769554138
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 0.9860495924949646,
+      "train/diffusion_loss": 0.49912673234939575
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 1.089463472366333,
+      "train/diffusion_loss": 0.5195103883743286
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 227.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 227.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 0.9595104455947876,
+      "train/diffusion_loss": 0.48842400312423706
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 0.9222309589385986,
+      "train/diffusion_loss": 0.5032032132148743
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 3.568548387096774,
+      "step": 296
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/ce_loss": 0.686172604560852,
+      "train/diffusion_loss": 0.47932660579681396
+    },
+    {
+      "epoch": 3.568548387096774,
+      "step": 296,
+      "train/learning_rate_real": 1.0058916990980782e-05
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 1.025600790977478,
+      "train/diffusion_loss": 0.5229589343070984
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 0.9224975109100342,
+      "train/diffusion_loss": 0.43399831652641296
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 0.8743874430656433,
+      "train/diffusion_loss": 0.42684173583984375
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 390.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 390.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 1.4350789785385132,
+      "train/diffusion_loss": 0.4757517874240875
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 1.0075114965438843,
+      "train/diffusion_loss": 0.4160858988761902
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 0.7838224172592163,
+      "train/diffusion_loss": 0.4491722583770752
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 0.9979601502418518,
+      "train/diffusion_loss": 0.5135087966918945
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 330.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 330.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 1.0534262657165527,
+      "train/diffusion_loss": 0.48656803369522095
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 213.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 213.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 0.6438645124435425,
+      "train/diffusion_loss": 0.4303043484687805
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 1.219655156135559,
+      "train/diffusion_loss": 0.4670003652572632
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 1.1249250173568726,
+      "train/diffusion_loss": 0.5326042175292969
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 3.5806451612903225,
+      "step": 297
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/ce_loss": 1.263968586921692,
+      "train/diffusion_loss": 0.4722195267677307
+    },
+    {
+      "epoch": 3.5806451612903225,
+      "step": 297,
+      "train/learning_rate_real": 9.895857145982232e-06
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 398.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 398.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 1.57940673828125,
+      "train/diffusion_loss": 0.5147472620010376
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 192.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 192.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 0.9629126787185669,
+      "train/diffusion_loss": 0.5355823040008545
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 1.5827711820602417,
+      "train/diffusion_loss": 0.5090317726135254
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 1.4000734090805054,
+      "train/diffusion_loss": 0.5315264463424683
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 1.124803900718689,
+      "train/diffusion_loss": 0.5042791962623596
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 0.8482071757316589,
+      "train/diffusion_loss": 0.45566150546073914
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 1.4935132265090942,
+      "train/diffusion_loss": 0.5944904088973999
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 1.3064173460006714,
+      "train/diffusion_loss": 0.47970643639564514
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 55.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 55.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 0.5962330102920532,
+      "train/diffusion_loss": 0.389504998922348
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 1.2272530794143677,
+      "train/diffusion_loss": 0.4848615825176239
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 1.099687099456787,
+      "train/diffusion_loss": 0.49309971928596497
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 3.592741935483871,
+      "step": 298
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/ce_loss": 0.7157198190689087,
+      "train/diffusion_loss": 0.5056627988815308
+    },
+    {
+      "epoch": 3.592741935483871,
+      "step": 298,
+      "train/learning_rate_real": 9.733803009114045e-06
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 1.2185553312301636,
+      "train/diffusion_loss": 0.45899203419685364
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 1.4522258043289185,
+      "train/diffusion_loss": 0.5480719804763794
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 1.2569279670715332,
+      "train/diffusion_loss": 0.45988622307777405
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 1.0540308952331543,
+      "train/diffusion_loss": 0.5258688926696777
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 0.763626217842102,
+      "train/diffusion_loss": 0.41863685846328735
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 0.9875142574310303,
+      "train/diffusion_loss": 0.5402423739433289
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 1.1657967567443848,
+      "train/diffusion_loss": 0.4950467050075531
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 1.0026018619537354,
+      "train/diffusion_loss": 0.4649737477302551
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 181.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 181.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 1.183640956878662,
+      "train/diffusion_loss": 0.48687484860420227
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 1.056993007659912,
+      "train/diffusion_loss": 0.4642106592655182
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 1.3175146579742432,
+      "train/diffusion_loss": 0.47070297598838806
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 3.6048387096774195,
+      "step": 299
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/ce_loss": 1.201788306236267,
+      "train/diffusion_loss": 0.5140175223350525
+    },
+    {
+      "epoch": 3.6048387096774195,
+      "step": 299,
+      "train/learning_rate_real": 9.572765370737815e-06
+    },
+    {
+      "epoch": 3.616935483870968,
+      "grad_norm": 22.841135025024414,
+      "learning_rate": 9.572765370737815e-06,
+      "loss": 18.0806,
+      "step": 300
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 1.40000581741333,
+      "train/diffusion_loss": 0.5464483499526978
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 166.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 166.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 1.0176808834075928,
+      "train/diffusion_loss": 0.5057883858680725
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 1.1547690629959106,
+      "train/diffusion_loss": 0.534613847732544
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 1.285321831703186,
+      "train/diffusion_loss": 0.49051791429519653
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 0.6278142333030701,
+      "train/diffusion_loss": 0.40343496203422546
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 1.1528507471084595,
+      "train/diffusion_loss": 0.4782544672489166
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 231.0,
+      "debug/num_lat_total": 425.0,
+      "debug/num_tok_loss": 231.0,
+      "debug/num_tok_total": 425.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 1.3354880809783936,
+      "train/diffusion_loss": 0.5096422433853149
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 1.647873044013977,
+      "train/diffusion_loss": 0.5887852311134338
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 1.2671616077423096,
+      "train/diffusion_loss": 0.4981080889701843
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 1.186579704284668,
+      "train/diffusion_loss": 0.49951162934303284
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 1.3739842176437378,
+      "train/diffusion_loss": 0.4870866537094116
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 3.616935483870968,
+      "step": 300
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/ce_loss": 0.6826668381690979,
+      "train/diffusion_loss": 0.42882266640663147
+    },
+    {
+      "epoch": 3.616935483870968,
+      "step": 300,
+      "train/learning_rate_real": 9.412754953531663e-06
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 1.2848646640777588,
+      "train/diffusion_loss": 0.5165134072303772
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 0.6148840188980103,
+      "train/diffusion_loss": 0.46106138825416565
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 1.0817359685897827,
+      "train/diffusion_loss": 0.4601197838783264
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 0.9719057679176331,
+      "train/diffusion_loss": 0.4652131497859955
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 1.0799503326416016,
+      "train/diffusion_loss": 0.4538879096508026
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 1.1841888427734375,
+      "train/diffusion_loss": 0.49154338240623474
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 1.2289866209030151,
+      "train/diffusion_loss": 0.5272080898284912
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 1.1473896503448486,
+      "train/diffusion_loss": 0.48434820771217346
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 0.7975846529006958,
+      "train/diffusion_loss": 0.37691983580589294
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 227.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 227.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 0.7008953094482422,
+      "train/diffusion_loss": 0.4086964428424835
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 1.1837362051010132,
+      "train/diffusion_loss": 0.4644107222557068
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 3.629032258064516,
+      "step": 301
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/ce_loss": 1.122168779373169,
+      "train/diffusion_loss": 0.46248960494995117
+    },
+    {
+      "epoch": 3.629032258064516,
+      "step": 301,
+      "train/learning_rate_real": 9.253782411776282e-06
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 1.314711332321167,
+      "train/diffusion_loss": 0.49521946907043457
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 1.1058015823364258,
+      "train/diffusion_loss": 0.4731026291847229
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 221.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 221.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 1.411751389503479,
+      "train/diffusion_loss": 0.5346733331680298
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 0.8531500101089478,
+      "train/diffusion_loss": 0.5396388173103333
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 0.8164184093475342,
+      "train/diffusion_loss": 0.43923842906951904
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 54.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 54.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 0.4748820662498474,
+      "train/diffusion_loss": 0.3657864034175873
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 1.0880106687545776,
+      "train/diffusion_loss": 0.4829064607620239
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 1.281914234161377,
+      "train/diffusion_loss": 0.5354524254798889
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 1.08484947681427,
+      "train/diffusion_loss": 0.4867587089538574
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 1.2419230937957764,
+      "train/diffusion_loss": 0.4682266116142273
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 1.2137188911437988,
+      "train/diffusion_loss": 0.5389291644096375
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 3.6411290322580645,
+      "step": 302
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/ce_loss": 1.1795610189437866,
+      "train/diffusion_loss": 0.549237847328186
+    },
+    {
+      "epoch": 3.6411290322580645,
+      "step": 302,
+      "train/learning_rate_real": 9.095858330645507e-06
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 1.3118613958358765,
+      "train/diffusion_loss": 0.5278913378715515
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 1.0863288640975952,
+      "train/diffusion_loss": 0.4551636576652527
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 1.3896701335906982,
+      "train/diffusion_loss": 0.5254043340682983
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 1.6242666244506836,
+      "train/diffusion_loss": 0.4418180584907532
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 1.444028377532959,
+      "train/diffusion_loss": 0.4872203469276428
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 1.1555689573287964,
+      "train/diffusion_loss": 0.47808024287223816
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 1.14523446559906,
+      "train/diffusion_loss": 0.5516150593757629
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 1.0448507070541382,
+      "train/diffusion_loss": 0.4844423830509186
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 0.8764650225639343,
+      "train/diffusion_loss": 0.48404034972190857
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 1.4729249477386475,
+      "train/diffusion_loss": 0.47821271419525146
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 1.446960687637329,
+      "train/diffusion_loss": 0.48891812562942505
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 3.653225806451613,
+      "step": 303
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/ce_loss": 1.5124876499176025,
+      "train/diffusion_loss": 0.5614194273948669
+    },
+    {
+      "epoch": 3.653225806451613,
+      "step": 303,
+      "train/learning_rate_real": 8.938993225501497e-06
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 1.4651678800582886,
+      "train/diffusion_loss": 0.5137969851493835
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 0.845695972442627,
+      "train/diffusion_loss": 0.47055745124816895
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 0.791163980960846,
+      "train/diffusion_loss": 0.4083766043186188
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 176.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 176.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 0.8477064371109009,
+      "train/diffusion_loss": 0.43832576274871826
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 1.1178933382034302,
+      "train/diffusion_loss": 0.480531245470047
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 1.0859949588775635,
+      "train/diffusion_loss": 0.5049706697463989
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 0.5779942870140076,
+      "train/diffusion_loss": 0.4390261769294739
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 0.9374088644981384,
+      "train/diffusion_loss": 0.4316287934780121
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 0.9454624056816101,
+      "train/diffusion_loss": 0.4556068778038025
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 1.2217833995819092,
+      "train/diffusion_loss": 0.5698239803314209
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 1.2323716878890991,
+      "train/diffusion_loss": 0.503859281539917
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 154.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 154.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 3.665322580645161,
+      "step": 304
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/ce_loss": 1.0149694681167603,
+      "train/diffusion_loss": 0.4618777334690094
+    },
+    {
+      "epoch": 3.665322580645161,
+      "step": 304,
+      "train/learning_rate_real": 8.78319754119461e-06
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 1.0914530754089355,
+      "train/diffusion_loss": 0.4887562096118927
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 1.1973271369934082,
+      "train/diffusion_loss": 0.5013680458068848
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 1.0823057889938354,
+      "train/diffusion_loss": 0.48506686091423035
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 0.7815991044044495,
+      "train/diffusion_loss": 0.5062922239303589
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 195.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 195.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 0.7398874759674072,
+      "train/diffusion_loss": 0.4877742826938629
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 0.8057398796081543,
+      "train/diffusion_loss": 0.4854305684566498
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 359.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 359.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 1.262620210647583,
+      "train/diffusion_loss": 0.4515630900859833
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 0.8547085523605347,
+      "train/diffusion_loss": 0.42925775051116943
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 1.147374153137207,
+      "train/diffusion_loss": 0.4688494801521301
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 1.3423823118209839,
+      "train/diffusion_loss": 0.5553747415542603
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 0.9228368401527405,
+      "train/diffusion_loss": 0.5281606912612915
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 3.6774193548387095,
+      "step": 305
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/ce_loss": 0.9020630717277527,
+      "train/diffusion_loss": 0.4485629200935364
+    },
+    {
+      "epoch": 3.6774193548387095,
+      "step": 305,
+      "train/learning_rate_real": 8.628481651367876e-06
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 1.230535864830017,
+      "train/diffusion_loss": 0.556000828742981
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 0.9142463803291321,
+      "train/diffusion_loss": 0.5026898384094238
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 1.0090049505233765,
+      "train/diffusion_loss": 0.5143941044807434
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 1.0840219259262085,
+      "train/diffusion_loss": 0.455156534910202
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 1.0145509243011475,
+      "train/diffusion_loss": 0.5282585620880127
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 175.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 175.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 0.9163987040519714,
+      "train/diffusion_loss": 0.4489313066005707
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 1.1662734746932983,
+      "train/diffusion_loss": 0.5607773661613464
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 1.0483219623565674,
+      "train/diffusion_loss": 0.49522459506988525
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 0.8393154144287109,
+      "train/diffusion_loss": 0.47088855504989624
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 1.1459863185882568,
+      "train/diffusion_loss": 0.5010415315628052
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 0.9474834203720093,
+      "train/diffusion_loss": 0.5304452180862427
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 3.689516129032258,
+      "step": 306
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/ce_loss": 1.1670008897781372,
+      "train/diffusion_loss": 0.524610698223114
+    },
+    {
+      "epoch": 3.689516129032258,
+      "step": 306,
+      "train/learning_rate_real": 8.474855857766304e-06
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 1.5939000844955444,
+      "train/diffusion_loss": 0.4647514522075653
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 0.9682084321975708,
+      "train/diffusion_loss": 0.4935918152332306
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 1.1364505290985107,
+      "train/diffusion_loss": 0.48217934370040894
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 211.0,
+      "debug/num_lat_total": 389.0,
+      "debug/num_tok_loss": 211.0,
+      "debug/num_tok_total": 389.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 1.5454679727554321,
+      "train/diffusion_loss": 0.46723270416259766
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 162.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 162.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 0.7063302397727966,
+      "train/diffusion_loss": 0.43912672996520996
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 181.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 181.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 1.0592775344848633,
+      "train/diffusion_loss": 0.4978914260864258
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 1.0815134048461914,
+      "train/diffusion_loss": 0.4961429238319397
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 1.2821415662765503,
+      "train/diffusion_loss": 0.5369076728820801
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 0.9492237567901611,
+      "train/diffusion_loss": 0.43256089091300964
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 1.1396429538726807,
+      "train/diffusion_loss": 0.43966495990753174
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 1.4590946435928345,
+      "train/diffusion_loss": 0.49163341522216797
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 3.7016129032258065,
+      "step": 307
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/ce_loss": 1.0300257205963135,
+      "train/diffusion_loss": 0.5081706047058105
+    },
+    {
+      "epoch": 3.7016129032258065,
+      "step": 307,
+      "train/learning_rate_real": 8.322330389550942e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 1.1787539720535278,
+      "train/diffusion_loss": 0.49474406242370605
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 1.3648661375045776,
+      "train/diffusion_loss": 0.5133065581321716
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 0.9560919404029846,
+      "train/diffusion_loss": 0.47390809655189514
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 0.8911159038543701,
+      "train/diffusion_loss": 0.535388708114624
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 1.2375280857086182,
+      "train/diffusion_loss": 0.47361913323402405
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 0.9202603697776794,
+      "train/diffusion_loss": 0.4154420495033264
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 0.8284679055213928,
+      "train/diffusion_loss": 0.4255942106246948
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 0.7124823927879333,
+      "train/diffusion_loss": 0.5113503336906433
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 1.292240023612976,
+      "train/diffusion_loss": 0.49198397994041443
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 0.9528331160545349,
+      "train/diffusion_loss": 0.456755131483078
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 0.9516406655311584,
+      "train/diffusion_loss": 0.5311969518661499
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 3.713709677419355,
+      "step": 308
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/ce_loss": 1.2664508819580078,
+      "train/diffusion_loss": 0.46318596601486206
+    },
+    {
+      "epoch": 3.713709677419355,
+      "step": 308,
+      "train/learning_rate_real": 8.170915402617741e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 1.283772349357605,
+      "train/diffusion_loss": 0.5003281235694885
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "debug/num_lat_loss": 219.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 219.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 1.2631655931472778,
+      "train/diffusion_loss": 0.4771425127983093
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "debug/num_lat_loss": 223.0,
+      "debug/num_lat_total": 420.0,
+      "debug/num_tok_loss": 223.0,
+      "debug/num_tok_total": 420.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 1.217313528060913,
+      "train/diffusion_loss": 0.5738884806632996
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 0.9339009523391724,
+      "train/diffusion_loss": 0.5441314578056335
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 0.9881211519241333,
+      "train/diffusion_loss": 0.49950742721557617
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "debug/num_lat_loss": 237.0,
+      "debug/num_lat_total": 423.0,
+      "debug/num_tok_loss": 237.0,
+      "debug/num_tok_total": 423.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 1.6506978273391724,
+      "train/diffusion_loss": 0.5016527771949768
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 1.5843781232833862,
+      "train/diffusion_loss": 0.5119926929473877
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 1.113049030303955,
+      "train/diffusion_loss": 0.45549723505973816
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 1.0422122478485107,
+      "train/diffusion_loss": 0.509261429309845
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 0.7529410719871521,
+      "train/diffusion_loss": 0.47953885793685913
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 0.9878153204917908,
+      "train/diffusion_loss": 0.5640465021133423
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 3.725806451612903,
+      "step": 309
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/ce_loss": 1.2348322868347168,
+      "train/diffusion_loss": 0.4637931287288666
+    },
+    {
+      "epoch": 3.725806451612903,
+      "step": 309,
+      "train/learning_rate_real": 8.020620978921382e-06
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "grad_norm": 22.254289627075195,
+      "learning_rate": 8.020620978921382e-06,
+      "loss": 18.4209,
+      "step": 310
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 0.9130740165710449,
+      "train/diffusion_loss": 0.4572013318538666
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 0.4906670153141022,
+      "train/diffusion_loss": 0.48456069827079773
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 0.9097836017608643,
+      "train/diffusion_loss": 0.5755853056907654
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 0.8627442121505737,
+      "train/diffusion_loss": 0.4616635739803314
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 1.137461543083191,
+      "train/diffusion_loss": 0.4063264727592468
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 66.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 66.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 0.6112474203109741,
+      "train/diffusion_loss": 0.41144999861717224
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 1.2756682634353638,
+      "train/diffusion_loss": 0.5596126317977905
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 1.2607698440551758,
+      "train/diffusion_loss": 0.4405510425567627
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 76.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 76.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 0.5993490815162659,
+      "train/diffusion_loss": 0.5224405527114868
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 1.2267298698425293,
+      "train/diffusion_loss": 0.513531506061554
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 380.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 380.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 0.987899899482727,
+      "train/diffusion_loss": 0.5218641757965088
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 3.7379032258064515,
+      "step": 310
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/ce_loss": 1.0192395448684692,
+      "train/diffusion_loss": 0.46698880195617676
+    },
+    {
+      "epoch": 3.7379032258064515,
+      "step": 310,
+      "train/learning_rate_real": 7.871457125803896e-06
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 1.279088020324707,
+      "train/diffusion_loss": 0.5385061502456665
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 53.0,
+      "debug/num_lat_total": 182.0,
+      "debug/num_tok_loss": 53.0,
+      "debug/num_tok_total": 182.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 0.5768215656280518,
+      "train/diffusion_loss": 0.39141249656677246
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 1.459173321723938,
+      "train/diffusion_loss": 0.5135564208030701
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 0.9344589114189148,
+      "train/diffusion_loss": 0.4589281380176544
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 1.0865745544433594,
+      "train/diffusion_loss": 0.4497930407524109
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 1.0477662086486816,
+      "train/diffusion_loss": 0.5223113894462585
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 1.4697455167770386,
+      "train/diffusion_loss": 0.5319162607192993
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 1.494204044342041,
+      "train/diffusion_loss": 0.5405341386795044
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 1.0874966382980347,
+      "train/diffusion_loss": 0.6026153564453125
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 1.0507720708847046,
+      "train/diffusion_loss": 0.4751054048538208
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 1.0706535577774048,
+      "train/diffusion_loss": 0.4736676514148712
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 3.75,
+      "step": 311
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/ce_loss": 1.0636076927185059,
+      "train/diffusion_loss": 0.5388039350509644
+    },
+    {
+      "epoch": 3.75,
+      "step": 311,
+      "train/learning_rate_real": 7.723433775328384e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 1.1100274324417114,
+      "train/diffusion_loss": 0.5044846534729004
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 0.7694198489189148,
+      "train/diffusion_loss": 0.45493370294570923
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 1.081861972808838,
+      "train/diffusion_loss": 0.4764736294746399
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 1.0489001274108887,
+      "train/diffusion_loss": 0.5809482932090759
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 1.454487681388855,
+      "train/diffusion_loss": 0.504581868648529
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 1.2022918462753296,
+      "train/diffusion_loss": 0.4807528853416443
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 1.2637687921524048,
+      "train/diffusion_loss": 0.4771835505962372
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 187.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 187.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 1.341959834098816,
+      "train/diffusion_loss": 0.5057668685913086
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 1.6765652894973755,
+      "train/diffusion_loss": 0.5516824722290039
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 1.0929073095321655,
+      "train/diffusion_loss": 0.4982510507106781
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 197.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 197.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 0.6877880692481995,
+      "train/diffusion_loss": 0.44309577345848083
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 3.7620967741935485,
+      "step": 312
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/ce_loss": 0.9103332161903381,
+      "train/diffusion_loss": 0.4396614134311676
+    },
+    {
+      "epoch": 3.7620967741935485,
+      "step": 312,
+      "train/learning_rate_real": 7.576560783617668e-06
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 0.56205815076828,
+      "train/diffusion_loss": 0.4718847870826721
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 1.1730362176895142,
+      "train/diffusion_loss": 0.5769457817077637
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 249.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 249.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 1.045670509338379,
+      "train/diffusion_loss": 0.46746841073036194
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 51.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 51.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 0.5172677636146545,
+      "train/diffusion_loss": 0.44951584935188293
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 1.0595695972442627,
+      "train/diffusion_loss": 0.49434229731559753
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 1.0113334655761719,
+      "train/diffusion_loss": 0.48989126086235046
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 1.230443000793457,
+      "train/diffusion_loss": 0.46753355860710144
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 61.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 61.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 0.791663408279419,
+      "train/diffusion_loss": 0.38283687829971313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 383.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 383.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 1.3326948881149292,
+      "train/diffusion_loss": 0.5274030566215515
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 77.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 77.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 0.7976363301277161,
+      "train/diffusion_loss": 0.4217815101146698
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 1.461801528930664,
+      "train/diffusion_loss": 0.5051441192626953
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 3.774193548387097,
+      "step": 313
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/ce_loss": 1.0641710758209229,
+      "train/diffusion_loss": 0.47068578004837036
+    },
+    {
+      "epoch": 3.774193548387097,
+      "step": 313,
+      "train/learning_rate_real": 7.430847930198009e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 1.1362247467041016,
+      "train/diffusion_loss": 0.42739158868789673
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 1.077171802520752,
+      "train/diffusion_loss": 0.5424168705940247
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 1.320469856262207,
+      "train/diffusion_loss": 0.5218407511711121
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 0.9424479007720947,
+      "train/diffusion_loss": 0.46516481041908264
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 1.1754422187805176,
+      "train/diffusion_loss": 0.5408079028129578
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 1.3886971473693848,
+      "train/diffusion_loss": 0.5608075857162476
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 1.1092522144317627,
+      "train/diffusion_loss": 0.4943191707134247
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 1.027341604232788,
+      "train/diffusion_loss": 0.4808979630470276
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 1.2266119718551636,
+      "train/diffusion_loss": 0.5122344493865967
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 1.1425734758377075,
+      "train/diffusion_loss": 0.5081545114517212
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 154.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 154.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 1.3880038261413574,
+      "train/diffusion_loss": 0.5046955943107605
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 3.786290322580645,
+      "step": 314
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/ce_loss": 1.428497314453125,
+      "train/diffusion_loss": 0.5353682637214661
+    },
+    {
+      "epoch": 3.786290322580645,
+      "step": 314,
+      "train/learning_rate_real": 7.286304917347986e-06
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 360.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 360.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 1.20555579662323,
+      "train/diffusion_loss": 0.5048219561576843
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 1.0771243572235107,
+      "train/diffusion_loss": 0.46571168303489685
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 203.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 203.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 0.8060473203659058,
+      "train/diffusion_loss": 0.49147364497184753
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 176.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 176.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 1.0921965837478638,
+      "train/diffusion_loss": 0.5142173767089844
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 1.3096699714660645,
+      "train/diffusion_loss": 0.5636734366416931
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 1.1112221479415894,
+      "train/diffusion_loss": 0.5273626446723938
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 0.9250812530517578,
+      "train/diffusion_loss": 0.4158712327480316
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 0.8875489234924316,
+      "train/diffusion_loss": 0.46573856472969055
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 1.4287545680999756,
+      "train/diffusion_loss": 0.5716955065727234
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 0.8636274933815002,
+      "train/diffusion_loss": 0.44481509923934937
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 1.118735671043396,
+      "train/diffusion_loss": 0.5008248090744019
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 3.7983870967741935,
+      "step": 315
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/ce_loss": 1.1884945631027222,
+      "train/diffusion_loss": 0.4775867760181427
+    },
+    {
+      "epoch": 3.7983870967741935,
+      "step": 315,
+      "train/learning_rate_real": 7.142941369452411e-06
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 0.8173872232437134,
+      "train/diffusion_loss": 0.4969773292541504
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 1.0906020402908325,
+      "train/diffusion_loss": 0.4767845571041107
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 1.0946528911590576,
+      "train/diffusion_loss": 0.4806484282016754
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 1.2372157573699951,
+      "train/diffusion_loss": 0.5082845091819763
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 1.172109603881836,
+      "train/diffusion_loss": 0.46403905749320984
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 0.9445860385894775,
+      "train/diffusion_loss": 0.49033036828041077
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 1.0268926620483398,
+      "train/diffusion_loss": 0.42438140511512756
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 0.8830743432044983,
+      "train/diffusion_loss": 0.4465094208717346
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 0.8752332329750061,
+      "train/diffusion_loss": 0.44121500849723816
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 0.6138039827346802,
+      "train/diffusion_loss": 0.5618393421173096
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 76.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 76.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 0.7654272317886353,
+      "train/diffusion_loss": 0.40238168835639954
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 3.810483870967742,
+      "step": 316
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/ce_loss": 1.1270068883895874,
+      "train/diffusion_loss": 0.5083958506584167
+    },
+    {
+      "epoch": 3.810483870967742,
+      "step": 316,
+      "train/learning_rate_real": 7.000766832361525e-06
+    },
+    {
+      "debug/num_lat_loss": 201.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 201.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 1.463028073310852,
+      "train/diffusion_loss": 0.49425533413887024
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 0.9578258395195007,
+      "train/diffusion_loss": 0.49894365668296814
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 1.2724297046661377,
+      "train/diffusion_loss": 0.5005133152008057
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 0.783473014831543,
+      "train/diffusion_loss": 0.4421654939651489
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 0.8274216055870056,
+      "train/diffusion_loss": 0.4163562059402466
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 0.5854976177215576,
+      "train/diffusion_loss": 0.39628341794013977
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 1.0446372032165527,
+      "train/diffusion_loss": 0.4764108955860138
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 1.0856261253356934,
+      "train/diffusion_loss": 0.5118894577026367
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 0.8850923180580139,
+      "train/diffusion_loss": 0.47882965207099915
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 1.3137495517730713,
+      "train/diffusion_loss": 0.4891534447669983
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 368.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 368.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 1.4909993410110474,
+      "train/diffusion_loss": 0.5291036367416382
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 79.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 79.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 3.8225806451612905,
+      "step": 317
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/ce_loss": 0.8292981386184692,
+      "train/diffusion_loss": 0.45464563369750977
+    },
+    {
+      "epoch": 3.8225806451612905,
+      "step": 317,
+      "train/learning_rate_real": 6.859790772755381e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 0.9733782410621643,
+      "train/diffusion_loss": 0.4913155138492584
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 165.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 165.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 0.8108786344528198,
+      "train/diffusion_loss": 0.47274187207221985
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 1.091647982597351,
+      "train/diffusion_loss": 0.47913333773612976
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 1.3740630149841309,
+      "train/diffusion_loss": 0.5270087718963623
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 1.0870565176010132,
+      "train/diffusion_loss": 0.458789199590683
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 181.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 181.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 1.4865241050720215,
+      "train/diffusion_loss": 0.5457947254180908
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 58.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 58.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 0.6705991625785828,
+      "train/diffusion_loss": 0.48028483986854553
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 1.0382375717163086,
+      "train/diffusion_loss": 0.525897741317749
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 1.255025029182434,
+      "train/diffusion_loss": 0.5814070105552673
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 1.1331199407577515,
+      "train/diffusion_loss": 0.4827324151992798
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 67.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 67.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 0.6390975117683411,
+      "train/diffusion_loss": 0.41018614172935486
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 3.834677419354839,
+      "step": 318
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/ce_loss": 0.9511215686798096,
+      "train/diffusion_loss": 0.44019395112991333
+    },
+    {
+      "epoch": 3.834677419354839,
+      "step": 318,
+      "train/learning_rate_real": 6.720022577513507e-06
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 1.2213127613067627,
+      "train/diffusion_loss": 0.49108028411865234
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 1.2132257223129272,
+      "train/diffusion_loss": 0.4804094135761261
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "debug/num_lat_loss": 67.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 67.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 0.6560240387916565,
+      "train/diffusion_loss": 0.39410626888275146
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 0.8840484023094177,
+      "train/diffusion_loss": 0.5169637203216553
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 165.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 165.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 1.020607829093933,
+      "train/diffusion_loss": 0.4492989182472229
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 1.044447422027588,
+      "train/diffusion_loss": 0.5408123135566711
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 1.391640543937683,
+      "train/diffusion_loss": 0.5651445388793945
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 1.1004561185836792,
+      "train/diffusion_loss": 0.4666636288166046
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 1.5255094766616821,
+      "train/diffusion_loss": 0.489185631275177
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 0.7551558017730713,
+      "train/diffusion_loss": 0.42890217900276184
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 1.1696265935897827,
+      "train/diffusion_loss": 0.490825355052948
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 3.846774193548387,
+      "step": 319
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/ce_loss": 1.018535852432251,
+      "train/diffusion_loss": 0.49709466099739075
+    },
+    {
+      "epoch": 3.846774193548387,
+      "step": 319,
+      "train/learning_rate_real": 6.5814715530898745e-06
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "grad_norm": 21.9747371673584,
+      "learning_rate": 6.5814715530898745e-06,
+      "loss": 18.1632,
+      "step": 320
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 1.2290303707122803,
+      "train/diffusion_loss": 0.5489295721054077
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 1.2763561010360718,
+      "train/diffusion_loss": 0.46451839804649353
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 50.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 50.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 0.42940330505371094,
+      "train/diffusion_loss": 0.3723534047603607
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 1.1692429780960083,
+      "train/diffusion_loss": 0.5204955339431763
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 373.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 373.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 1.2409948110580444,
+      "train/diffusion_loss": 0.4642591178417206
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 0.7505168318748474,
+      "train/diffusion_loss": 0.45016568899154663
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 1.2227035760879517,
+      "train/diffusion_loss": 0.526148796081543
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 1.1327219009399414,
+      "train/diffusion_loss": 0.5287381410598755
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 1.0978323221206665,
+      "train/diffusion_loss": 0.5059636831283569
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 0.8922034502029419,
+      "train/diffusion_loss": 0.45752644538879395
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 0.9924143552780151,
+      "train/diffusion_loss": 0.4826679229736328
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 3.8588709677419355,
+      "step": 320
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/ce_loss": 0.8134191036224365,
+      "train/diffusion_loss": 0.461814820766449
+    },
+    {
+      "epoch": 3.8588709677419355,
+      "step": 320,
+      "train/learning_rate_real": 6.4441469248932515e-06
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 1.2067292928695679,
+      "train/diffusion_loss": 0.48276951909065247
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 0.6782034039497375,
+      "train/diffusion_loss": 0.4450628161430359
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 0.6921218633651733,
+      "train/diffusion_loss": 0.362702339887619
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 1.1209901571273804,
+      "train/diffusion_loss": 0.45820435881614685
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 0.9094234704971313,
+      "train/diffusion_loss": 0.48039981722831726
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 1.2296968698501587,
+      "train/diffusion_loss": 0.5091173648834229
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 1.0482667684555054,
+      "train/diffusion_loss": 0.5121248364448547
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 0.9025060534477234,
+      "train/diffusion_loss": 0.45980292558670044
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 1.381906270980835,
+      "train/diffusion_loss": 0.538976788520813
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 0.8673262596130371,
+      "train/diffusion_loss": 0.4447818100452423
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 1.0052928924560547,
+      "train/diffusion_loss": 0.5417184829711914
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 3.870967741935484,
+      "step": 321
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/ce_loss": 0.5999959111213684,
+      "train/diffusion_loss": 0.5083364844322205
+    },
+    {
+      "epoch": 3.870967741935484,
+      "step": 321,
+      "train/learning_rate_real": 6.308057836672893e-06
+    },
+    {
+      "debug/num_lat_loss": 57.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 57.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 0.4993024170398712,
+      "train/diffusion_loss": 0.3621867895126343
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 1.3418503999710083,
+      "train/diffusion_loss": 0.4902227818965912
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 1.1430524587631226,
+      "train/diffusion_loss": 0.49948397278785706
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 1.1515876054763794,
+      "train/diffusion_loss": 0.5474825501441956
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 0.9397280812263489,
+      "train/diffusion_loss": 0.5851084589958191
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 366.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 366.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 1.601881504058838,
+      "train/diffusion_loss": 0.5169756412506104
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 1.3924123048782349,
+      "train/diffusion_loss": 0.4936864972114563
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 0.8006260395050049,
+      "train/diffusion_loss": 0.5468074083328247
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 0.758000373840332,
+      "train/diffusion_loss": 0.4274245500564575
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 1.1288148164749146,
+      "train/diffusion_loss": 0.428525447845459
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 0.7224503755569458,
+      "train/diffusion_loss": 0.467117041349411
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 187.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 187.0,
+      "epoch": 3.883064516129032,
+      "step": 322
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/ce_loss": 0.6927013397216797,
+      "train/diffusion_loss": 0.45410478115081787
+    },
+    {
+      "epoch": 3.883064516129032,
+      "step": 322,
+      "train/learning_rate_real": 6.173213349909729e-06
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 1.5261892080307007,
+      "train/diffusion_loss": 0.44883206486701965
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 1.17676842212677,
+      "train/diffusion_loss": 0.5175182819366455
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 0.9024825096130371,
+      "train/diffusion_loss": 0.38923487067222595
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 0.792149543762207,
+      "train/diffusion_loss": 0.4238682985305786
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 1.2454760074615479,
+      "train/diffusion_loss": 0.5026220083236694
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 0.9167832136154175,
+      "train/diffusion_loss": 0.4570119380950928
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 0.7132915258407593,
+      "train/diffusion_loss": 0.46409305930137634
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 1.4482163190841675,
+      "train/diffusion_loss": 0.5658259987831116
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 1.2069833278656006,
+      "train/diffusion_loss": 0.5162278413772583
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 1.2798576354980469,
+      "train/diffusion_loss": 0.5232625007629395
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 230.0,
+      "debug/num_lat_total": 426.0,
+      "debug/num_tok_loss": 230.0,
+      "debug/num_tok_total": 426.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 1.4318374395370483,
+      "train/diffusion_loss": 0.5578041672706604
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 3.8951612903225805,
+      "step": 323
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/ce_loss": 0.9882147312164307,
+      "train/diffusion_loss": 0.501287043094635
+    },
+    {
+      "epoch": 3.8951612903225805,
+      "step": 323,
+      "train/learning_rate_real": 6.039622443213008e-06
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 0.8561146855354309,
+      "train/diffusion_loss": 0.4332873523235321
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 1.3063020706176758,
+      "train/diffusion_loss": 0.4859203100204468
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 1.5746763944625854,
+      "train/diffusion_loss": 0.5387867093086243
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 1.1428041458129883,
+      "train/diffusion_loss": 0.536205530166626
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 1.4340916872024536,
+      "train/diffusion_loss": 0.44262728095054626
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 0.9210079312324524,
+      "train/diffusion_loss": 0.5089912414550781
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 1.2485313415527344,
+      "train/diffusion_loss": 0.506186842918396
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 0.8017906546592712,
+      "train/diffusion_loss": 0.4833703339099884
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 0.8401973247528076,
+      "train/diffusion_loss": 0.4708693325519562
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 315.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 315.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 0.9728104472160339,
+      "train/diffusion_loss": 0.5513837933540344
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 403.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 403.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 1.4638400077819824,
+      "train/diffusion_loss": 0.44230592250823975
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 3.907258064516129,
+      "step": 324
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/ce_loss": 1.2539838552474976,
+      "train/diffusion_loss": 0.4719214141368866
+    },
+    {
+      "epoch": 3.907258064516129,
+      "step": 324,
+      "train/learning_rate_real": 5.907294011722439e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 0.9278867840766907,
+      "train/diffusion_loss": 0.46340781450271606
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 1.0489696264266968,
+      "train/diffusion_loss": 0.6314212083816528
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 0.9358134269714355,
+      "train/diffusion_loss": 0.49057281017303467
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 0.891345739364624,
+      "train/diffusion_loss": 0.5069528222084045
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 1.0072141885757446,
+      "train/diffusion_loss": 0.511759340763092
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 1.3137468099594116,
+      "train/diffusion_loss": 0.4862443804740906
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 1.2363560199737549,
+      "train/diffusion_loss": 0.4963490068912506
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 0.9378297328948975,
+      "train/diffusion_loss": 0.5360981225967407
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 1.1719197034835815,
+      "train/diffusion_loss": 0.5533158183097839
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 1.0110877752304077,
+      "train/diffusion_loss": 0.5286815762519836
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 1.0092803239822388,
+      "train/diffusion_loss": 0.5320579409599304
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 3.9193548387096775,
+      "step": 325
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/ce_loss": 0.795971155166626,
+      "train/diffusion_loss": 0.49656495451927185
+    },
+    {
+      "epoch": 3.9193548387096775,
+      "step": 325,
+      "train/learning_rate_real": 5.776236866515947e-06
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 0.8813536763191223,
+      "train/diffusion_loss": 0.49813932180404663
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 0.6464826464653015,
+      "train/diffusion_loss": 0.397857666015625
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 1.2065049409866333,
+      "train/diffusion_loss": 0.4962616562843323
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 0.9315492510795593,
+      "train/diffusion_loss": 0.44806310534477234
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 1.205632209777832,
+      "train/diffusion_loss": 0.49329739809036255
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 0.8347355723381042,
+      "train/diffusion_loss": 0.4945012032985687
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 1.0210882425308228,
+      "train/diffusion_loss": 0.4801323413848877
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 0.8951029777526855,
+      "train/diffusion_loss": 0.47214600443840027
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 0.8191168904304504,
+      "train/diffusion_loss": 0.44339561462402344
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 0.9662071466445923,
+      "train/diffusion_loss": 0.5097306966781616
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 0.7076802253723145,
+      "train/diffusion_loss": 0.4688453674316406
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 3.931451612903226,
+      "step": 326
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/ce_loss": 0.9851212501525879,
+      "train/diffusion_loss": 0.46888458728790283
+    },
+    {
+      "epoch": 3.931451612903226,
+      "step": 326,
+      "train/learning_rate_real": 5.646459734022938e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 0.8252301812171936,
+      "train/diffusion_loss": 0.4593799412250519
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 0.862677812576294,
+      "train/diffusion_loss": 0.42435622215270996
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 175.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 175.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 1.1126468181610107,
+      "train/diffusion_loss": 0.5036300420761108
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 1.194069743156433,
+      "train/diffusion_loss": 0.5114911198616028
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 0.7849614024162292,
+      "train/diffusion_loss": 0.5261732339859009
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 1.356016993522644,
+      "train/diffusion_loss": 0.5353825688362122
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 367.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 367.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 1.4078119993209839,
+      "train/diffusion_loss": 0.5239654183387756
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 0.5943170189857483,
+      "train/diffusion_loss": 0.45462504029273987
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 0.7074166536331177,
+      "train/diffusion_loss": 0.4231012761592865
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 198.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 198.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 0.9810212850570679,
+      "train/diffusion_loss": 0.4921993017196655
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 0.5566233396530151,
+      "train/diffusion_loss": 0.46172162890434265
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 291.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 291.0,
+      "epoch": 3.943548387096774,
+      "step": 327
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/ce_loss": 1.616420865058899,
+      "train/diffusion_loss": 0.5704341530799866
+    },
+    {
+      "epoch": 3.943548387096774,
+      "step": 327,
+      "train/learning_rate_real": 5.517971255443283e-06
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 1.5219770669937134,
+      "train/diffusion_loss": 0.5232272744178772
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 41.0,
+      "debug/num_lat_total": 185.0,
+      "debug/num_tok_loss": 41.0,
+      "debug/num_tok_total": 185.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 0.37880808115005493,
+      "train/diffusion_loss": 0.3604896366596222
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 1.098722219467163,
+      "train/diffusion_loss": 0.5460546016693115
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 0.9952722191810608,
+      "train/diffusion_loss": 0.45194000005722046
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 0.384292334318161,
+      "train/diffusion_loss": 0.4396956264972687
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 1.334581971168518,
+      "train/diffusion_loss": 0.5395867228507996
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 1.120703935623169,
+      "train/diffusion_loss": 0.562066912651062
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 395.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 395.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 1.5117082595825195,
+      "train/diffusion_loss": 0.5323647260665894
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 0.9951446056365967,
+      "train/diffusion_loss": 0.5055841207504272
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 1.450475811958313,
+      "train/diffusion_loss": 0.5493858456611633
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 1.1189213991165161,
+      "train/diffusion_loss": 0.5046088695526123
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 3.9556451612903225,
+      "step": 328
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/ce_loss": 0.5753743052482605,
+      "train/diffusion_loss": 0.34932941198349
+    },
+    {
+      "epoch": 3.9556451612903225,
+      "step": 328,
+      "train/learning_rate_real": 5.390779986171934e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 1.0986486673355103,
+      "train/diffusion_loss": 0.49299854040145874
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 1.3755742311477661,
+      "train/diffusion_loss": 0.5555945038795471
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 1.1932857036590576,
+      "train/diffusion_loss": 0.5005571842193604
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 1.1612004041671753,
+      "train/diffusion_loss": 0.501040518283844
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 0.6755385398864746,
+      "train/diffusion_loss": 0.48651716113090515
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 1.2262115478515625,
+      "train/diffusion_loss": 0.5538848042488098
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 0.7307491898536682,
+      "train/diffusion_loss": 0.4618431031703949
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 1.2314375638961792,
+      "train/diffusion_loss": 0.4719986021518707
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "debug/num_lat_loss": 202.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 202.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 1.729379415512085,
+      "train/diffusion_loss": 0.4365103542804718
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 0.9971583485603333,
+      "train/diffusion_loss": 0.4763825833797455
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 0.9499600529670715,
+      "train/diffusion_loss": 0.46615517139434814
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 3.967741935483871,
+      "step": 329
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/ce_loss": 1.3489561080932617,
+      "train/diffusion_loss": 0.49325069785118103
+    },
+    {
+      "epoch": 3.967741935483871,
+      "step": 329,
+      "train/learning_rate_real": 5.264894395229267e-06
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "grad_norm": 23.253660202026367,
+      "learning_rate": 5.264894395229267e-06,
+      "loss": 18.0216,
+      "step": 330
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 1.1572248935699463,
+      "train/diffusion_loss": 0.5055043697357178
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 1.1005827188491821,
+      "train/diffusion_loss": 0.4972989857196808
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 0.7299022674560547,
+      "train/diffusion_loss": 0.4027034640312195
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 1.1699141263961792,
+      "train/diffusion_loss": 0.4389820992946625
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 1.345746397972107,
+      "train/diffusion_loss": 0.5153909921646118
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 1.1193212270736694,
+      "train/diffusion_loss": 0.5423859357833862
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 1.263805627822876,
+      "train/diffusion_loss": 0.45264965295791626
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 1.0135307312011719,
+      "train/diffusion_loss": 0.5068141222000122
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 1.3647617101669312,
+      "train/diffusion_loss": 0.5124671459197998
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 0.9332907199859619,
+      "train/diffusion_loss": 0.44191277027130127
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 1.1371153593063354,
+      "train/diffusion_loss": 0.4507251977920532
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 3.9798387096774195,
+      "step": 330
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/ce_loss": 1.010400414466858,
+      "train/diffusion_loss": 0.4992561936378479
+    },
+    {
+      "epoch": 3.9798387096774195,
+      "step": 330,
+      "train/learning_rate_real": 5.140322864697183e-06
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 3.991935483870968,
+      "step": 331
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/ce_loss": 1.1656301021575928,
+      "train/diffusion_loss": 0.5229436159133911
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/learning_rate_real": 5.017073689160961e-06
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 3.991935483870968,
+      "step": 331
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/ce_loss": 0.8747626543045044,
+      "train/diffusion_loss": 0.48189792037010193
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/learning_rate_real": 5.017073689160961e-06
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 3.991935483870968,
+      "step": 331
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/ce_loss": 1.3027762174606323,
+      "train/diffusion_loss": 0.5436628460884094
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/learning_rate_real": 5.017073689160961e-06
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 3.991935483870968,
+      "step": 331
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/ce_loss": 1.2393388748168945,
+      "train/diffusion_loss": 0.5054388046264648
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/learning_rate_real": 5.017073689160961e-06
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 3.991935483870968,
+      "step": 331
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/ce_loss": 0.8583245873451233,
+      "train/diffusion_loss": 0.4902295470237732
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/learning_rate_real": 5.017073689160961e-06
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 3.991935483870968,
+      "step": 331
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/ce_loss": 0.6530498266220093,
+      "train/diffusion_loss": 0.4773429334163666
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/learning_rate_real": 5.017073689160961e-06
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 3.991935483870968,
+      "step": 331
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/ce_loss": 0.737761378288269,
+      "train/diffusion_loss": 0.45598992705345154
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/learning_rate_real": 5.017073689160961e-06
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 409.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 409.0,
+      "epoch": 3.991935483870968,
+      "step": 331
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/ce_loss": 1.4058618545532227,
+      "train/diffusion_loss": 0.5363928079605103
+    },
+    {
+      "epoch": 3.991935483870968,
+      "step": 331,
+      "train/learning_rate_real": 5.017073689160961e-06
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 0.710049569606781,
+      "train/diffusion_loss": 0.5656569004058838
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 203.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 203.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 1.1451681852340698,
+      "train/diffusion_loss": 0.5002805590629578
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 1.3833812475204468,
+      "train/diffusion_loss": 0.5142173767089844
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 0.9790727496147156,
+      "train/diffusion_loss": 0.5657581090927124
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 0.9512438774108887,
+      "train/diffusion_loss": 0.5535638928413391
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 0.8315426707267761,
+      "train/diffusion_loss": 0.4386124312877655
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 1.4544368982315063,
+      "train/diffusion_loss": 0.47024041414260864
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 1.2198879718780518,
+      "train/diffusion_loss": 0.47718560695648193
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 0.8782864212989807,
+      "train/diffusion_loss": 0.4258899986743927
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 1.0686795711517334,
+      "train/diffusion_loss": 0.4592839181423187
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 1.001177430152893,
+      "train/diffusion_loss": 0.4540844261646271
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 4.0,
+      "step": 332
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/ce_loss": 0.6444705724716187,
+      "train/diffusion_loss": 0.4680994153022766
+    },
+    {
+      "epoch": 4.0,
+      "step": 332,
+      "train/learning_rate_real": 4.895155075156987e-06
+    },
+    {
+      "debug/num_lat_loss": 222.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 222.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 1.0668096542358398,
+      "train/diffusion_loss": 0.5664767026901245
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 1.0628060102462769,
+      "train/diffusion_loss": 0.5135484933853149
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 62.0,
+      "debug/num_lat_total": 217.0,
+      "debug/num_tok_loss": 62.0,
+      "debug/num_tok_total": 217.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 0.588256299495697,
+      "train/diffusion_loss": 0.4036806523799896
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 330.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 330.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 0.9948851466178894,
+      "train/diffusion_loss": 0.4763537645339966
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 0.8800327777862549,
+      "train/diffusion_loss": 0.4711763262748718
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 0.9194232225418091,
+      "train/diffusion_loss": 0.5183196067810059
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 0.8289132118225098,
+      "train/diffusion_loss": 0.4952627718448639
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 0.8070179224014282,
+      "train/diffusion_loss": 0.46984875202178955
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 0.9128921031951904,
+      "train/diffusion_loss": 0.46035081148147583
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 1.0029747486114502,
+      "train/diffusion_loss": 0.54754638671875
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 0.9643968939781189,
+      "train/diffusion_loss": 0.5245256423950195
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 387.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 387.0,
+      "epoch": 4.012096774193548,
+      "step": 333
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/ce_loss": 1.2785216569900513,
+      "train/diffusion_loss": 0.5354996919631958
+    },
+    {
+      "epoch": 4.012096774193548,
+      "step": 333,
+      "train/learning_rate_real": 4.7745751406263165e-06
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 1.1036192178726196,
+      "train/diffusion_loss": 0.5687364935874939
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 154.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 154.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 0.6430095434188843,
+      "train/diffusion_loss": 0.45963913202285767
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 51.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 51.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 0.46872252225875854,
+      "train/diffusion_loss": 0.3708988428115845
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 0.9095706939697266,
+      "train/diffusion_loss": 0.4324008524417877
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 372.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 372.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 1.4781019687652588,
+      "train/diffusion_loss": 0.4893413782119751
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 1.2697933912277222,
+      "train/diffusion_loss": 0.5483914613723755
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 1.2172439098358154,
+      "train/diffusion_loss": 0.4715769588947296
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 0.8249455094337463,
+      "train/diffusion_loss": 0.46643778681755066
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 0.8001762628555298,
+      "train/diffusion_loss": 0.47746431827545166
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 1.5830631256103516,
+      "train/diffusion_loss": 0.5206071138381958
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 165.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 165.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 0.9592817425727844,
+      "train/diffusion_loss": 0.44379904866218567
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 4.024193548387097,
+      "step": 334
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/ce_loss": 0.8973048329353333,
+      "train/diffusion_loss": 0.524364709854126
+    },
+    {
+      "epoch": 4.024193548387097,
+      "step": 334,
+      "train/learning_rate_real": 4.6553419143741255e-06
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 0.9301714301109314,
+      "train/diffusion_loss": 0.49093547463417053
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 0.9388259053230286,
+      "train/diffusion_loss": 0.5230748057365417
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 1.0043344497680664,
+      "train/diffusion_loss": 0.4801551401615143
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 1.056126356124878,
+      "train/diffusion_loss": 0.49127960205078125
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 0.6309288740158081,
+      "train/diffusion_loss": 0.4667298197746277
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 0.8153120875358582,
+      "train/diffusion_loss": 0.46113502979278564
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 1.146340012550354,
+      "train/diffusion_loss": 0.44278064370155334
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 0.7461744546890259,
+      "train/diffusion_loss": 0.4831264317035675
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 1.2152689695358276,
+      "train/diffusion_loss": 0.5226048827171326
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 315.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 315.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 1.0191839933395386,
+      "train/diffusion_loss": 0.5553232431411743
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 281.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 281.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 1.103716254234314,
+      "train/diffusion_loss": 0.5117955207824707
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 4.036290322580645,
+      "step": 335
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/ce_loss": 0.8603890538215637,
+      "train/diffusion_loss": 0.5374592542648315
+    },
+    {
+      "epoch": 4.036290322580645,
+      "step": 335,
+      "train/learning_rate_real": 4.537463335535161e-06
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 0.9042893052101135,
+      "train/diffusion_loss": 0.4581168293952942
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 0.8806203603744507,
+      "train/diffusion_loss": 0.4404609799385071
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 0.8955432176589966,
+      "train/diffusion_loss": 0.48318448662757874
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 1.237253189086914,
+      "train/diffusion_loss": 0.4932608902454376
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 0.855136513710022,
+      "train/diffusion_loss": 0.4627957046031952
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 200.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 200.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 1.1057325601577759,
+      "train/diffusion_loss": 0.5027907490730286
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 1.2667311429977417,
+      "train/diffusion_loss": 0.5554488301277161
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 1.0171446800231934,
+      "train/diffusion_loss": 0.4411940276622772
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 0.9817216992378235,
+      "train/diffusion_loss": 0.4297829866409302
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 0.9078556299209595,
+      "train/diffusion_loss": 0.4579230546951294
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 225.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 225.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 0.33877232670783997,
+      "train/diffusion_loss": 0.45015841722488403
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 59.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 59.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 4.048387096774194,
+      "step": 336
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/ce_loss": 0.616423487663269,
+      "train/diffusion_loss": 0.43898916244506836
+    },
+    {
+      "epoch": 4.048387096774194,
+      "step": 336,
+      "train/learning_rate_real": 4.420947253045049e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 0.7828364372253418,
+      "train/diffusion_loss": 0.48282477259635925
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 0.7343975901603699,
+      "train/diffusion_loss": 0.4210983216762543
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 1.1814810037612915,
+      "train/diffusion_loss": 0.47516003251075745
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 0.8207644820213318,
+      "train/diffusion_loss": 0.444905161857605
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 1.3324834108352661,
+      "train/diffusion_loss": 0.4620761275291443
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 1.0378310680389404,
+      "train/diffusion_loss": 0.45761850476264954
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 1.2308553457260132,
+      "train/diffusion_loss": 0.5181529521942139
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 0.48058509826660156,
+      "train/diffusion_loss": 0.4430306851863861
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 1.1102489233016968,
+      "train/diffusion_loss": 0.4841892719268799
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 1.0618969202041626,
+      "train/diffusion_loss": 0.5720328688621521
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 0.8844789266586304,
+      "train/diffusion_loss": 0.46578896045684814
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 4.060483870967742,
+      "step": 337
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/ce_loss": 1.019974708557129,
+      "train/diffusion_loss": 0.5224764943122864
+    },
+    {
+      "epoch": 4.060483870967742,
+      "step": 337,
+      "train/learning_rate_real": 4.305801425117722e-06
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 0.8073871731758118,
+      "train/diffusion_loss": 0.4275161921977997
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 1.3169687986373901,
+      "train/diffusion_loss": 0.5101603269577026
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 0.788586437702179,
+      "train/diffusion_loss": 0.41621023416519165
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 0.596560001373291,
+      "train/diffusion_loss": 0.43130165338516235
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 58.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 58.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 0.435306191444397,
+      "train/diffusion_loss": 0.4457603991031647
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 0.5672957301139832,
+      "train/diffusion_loss": 0.47958847880363464
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 1.1338545083999634,
+      "train/diffusion_loss": 0.4919266104698181
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 0.8634395599365234,
+      "train/diffusion_loss": 0.46976548433303833
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 0.7659818530082703,
+      "train/diffusion_loss": 0.4428737759590149
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 281.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 281.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 0.7625095248222351,
+      "train/diffusion_loss": 0.4450707733631134
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 187.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 187.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 1.152113914489746,
+      "train/diffusion_loss": 0.5070825815200806
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 4.07258064516129,
+      "step": 338
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/ce_loss": 0.5666325688362122,
+      "train/diffusion_loss": 0.44786399602890015
+    },
+    {
+      "epoch": 4.07258064516129,
+      "step": 338,
+      "train/learning_rate_real": 4.192033518728819e-06
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 1.181514024734497,
+      "train/diffusion_loss": 0.4520339369773865
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 0.7014961242675781,
+      "train/diffusion_loss": 0.45136702060699463
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 0.9620916843414307,
+      "train/diffusion_loss": 0.5750982165336609
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 0.9087609648704529,
+      "train/diffusion_loss": 0.4687039852142334
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 0.863226592540741,
+      "train/diffusion_loss": 0.45472854375839233
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 0.8840555548667908,
+      "train/diffusion_loss": 0.4363039433956146
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 1.31786048412323,
+      "train/diffusion_loss": 0.47806626558303833
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 0.932738721370697,
+      "train/diffusion_loss": 0.5149057507514954
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 0.8307930827140808,
+      "train/diffusion_loss": 0.4927287697792053
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 291.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 291.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 1.5669310092926025,
+      "train/diffusion_loss": 0.5477474331855774
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 1.158785104751587,
+      "train/diffusion_loss": 0.5196285843849182
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 4.084677419354839,
+      "step": 339
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/ce_loss": 1.3627394437789917,
+      "train/diffusion_loss": 0.49880164861679077
+    },
+    {
+      "epoch": 4.084677419354839,
+      "step": 339,
+      "train/learning_rate_real": 4.079651109105184e-06
+    },
+    {
+      "epoch": 4.096774193548387,
+      "grad_norm": 21.73170280456543,
+      "learning_rate": 4.079651109105184e-06,
+      "loss": 16.9352,
+      "step": 340
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 1.226672887802124,
+      "train/diffusion_loss": 0.5057674050331116
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 1.0009195804595947,
+      "train/diffusion_loss": 0.4755614697933197
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 0.983025848865509,
+      "train/diffusion_loss": 0.4847676753997803
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 187.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 187.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 0.6643824577331543,
+      "train/diffusion_loss": 0.38942936062812805
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 366.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 366.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 0.9125913977622986,
+      "train/diffusion_loss": 0.4828912913799286
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 1.0104469060897827,
+      "train/diffusion_loss": 0.46481016278266907
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 0.8716617226600647,
+      "train/diffusion_loss": 0.5470302700996399
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 0.8310213088989258,
+      "train/diffusion_loss": 0.44157132506370544
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 0.8065317273139954,
+      "train/diffusion_loss": 0.4527309834957123
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 1.142503023147583,
+      "train/diffusion_loss": 0.5388898253440857
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 0.43882736563682556,
+      "train/diffusion_loss": 0.4121997654438019
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 390.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 390.0,
+      "epoch": 4.096774193548387,
+      "step": 340
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/ce_loss": 1.3356627225875854,
+      "train/diffusion_loss": 0.4704718589782715
+    },
+    {
+      "epoch": 4.096774193548387,
+      "step": 340,
+      "train/learning_rate_real": 3.968661679220468e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 0.927558422088623,
+      "train/diffusion_loss": 0.5075725317001343
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 1.1500954627990723,
+      "train/diffusion_loss": 0.4983547627925873
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 1.1013482809066772,
+      "train/diffusion_loss": 0.4430740773677826
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 1.3161964416503906,
+      "train/diffusion_loss": 0.5494357347488403
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 0.8723143935203552,
+      "train/diffusion_loss": 0.5235872864723206
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 1.07752525806427,
+      "train/diffusion_loss": 0.5556797385215759
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 376.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 376.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 1.2993613481521606,
+      "train/diffusion_loss": 0.5613890290260315
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 222.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 222.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 1.454525351524353,
+      "train/diffusion_loss": 0.5788978338241577
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 231.0,
+      "debug/num_lat_total": 425.0,
+      "debug/num_tok_loss": 231.0,
+      "debug/num_tok_total": 425.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 1.2367908954620361,
+      "train/diffusion_loss": 0.5498493313789368
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 0.8343539237976074,
+      "train/diffusion_loss": 0.39587461948394775
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 77.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 77.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 0.7447655200958252,
+      "train/diffusion_loss": 0.47603321075439453
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 4.108870967741935,
+      "step": 341
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/ce_loss": 0.7574657201766968,
+      "train/diffusion_loss": 0.4371429681777954
+    },
+    {
+      "epoch": 4.108870967741935,
+      "step": 341,
+      "train/learning_rate_real": 3.859072619296897e-06
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 1.2742063999176025,
+      "train/diffusion_loss": 0.5083304047584534
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 1.1469489336013794,
+      "train/diffusion_loss": 0.4832192659378052
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 1.080186128616333,
+      "train/diffusion_loss": 0.44113364815711975
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 0.7168201208114624,
+      "train/diffusion_loss": 0.42483997344970703
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 1.1134639978408813,
+      "train/diffusion_loss": 0.5033312439918518
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 1.175765872001648,
+      "train/diffusion_loss": 0.49339818954467773
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 0.9977255463600159,
+      "train/diffusion_loss": 0.4998491704463959
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 0.9497115612030029,
+      "train/diffusion_loss": 0.5132460594177246
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 1.0582740306854248,
+      "train/diffusion_loss": 0.6180084943771362
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 1.2417824268341064,
+      "train/diffusion_loss": 0.4846244156360626
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 1.167156457901001,
+      "train/diffusion_loss": 0.48694369196891785
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 4.120967741935484,
+      "step": 342
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/ce_loss": 1.011167049407959,
+      "train/diffusion_loss": 0.5160079002380371
+    },
+    {
+      "epoch": 4.120967741935484,
+      "step": 342,
+      "train/learning_rate_real": 3.7508912263131524e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 0.9150866270065308,
+      "train/diffusion_loss": 0.4963665306568146
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 0.7730893492698669,
+      "train/diffusion_loss": 0.5364859700202942
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 1.1925431489944458,
+      "train/diffusion_loss": 0.5474293828010559
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 53.0,
+      "debug/num_lat_total": 182.0,
+      "debug/num_tok_loss": 53.0,
+      "debug/num_tok_total": 182.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 0.5212389230728149,
+      "train/diffusion_loss": 0.44864553213119507
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 0.6889627575874329,
+      "train/diffusion_loss": 0.408193439245224
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 1.185688853263855,
+      "train/diffusion_loss": 0.4921960234642029
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 225.0,
+      "debug/num_lat_total": 403.0,
+      "debug/num_tok_loss": 225.0,
+      "debug/num_tok_total": 403.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 1.3579286336898804,
+      "train/diffusion_loss": 0.4909549951553345
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 1.1172457933425903,
+      "train/diffusion_loss": 0.4120869040489197
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 50.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 50.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 0.39876455068588257,
+      "train/diffusion_loss": 0.35257261991500854
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 0.9620327353477478,
+      "train/diffusion_loss": 0.5262003540992737
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 0.7944751977920532,
+      "train/diffusion_loss": 0.4724658131599426
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 4.133064516129032,
+      "step": 343
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/ce_loss": 0.5031090974807739,
+      "train/diffusion_loss": 0.4461999237537384
+    },
+    {
+      "epoch": 4.133064516129032,
+      "step": 343,
+      "train/learning_rate_real": 3.644124703518542e-06
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 0.9119829535484314,
+      "train/diffusion_loss": 0.5448974370956421
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 181.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 181.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 0.9767059683799744,
+      "train/diffusion_loss": 0.48806360363960266
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 1.0525518655776978,
+      "train/diffusion_loss": 0.4674001634120941
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 1.369777798652649,
+      "train/diffusion_loss": 0.5753340721130371
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 79.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 79.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 0.6204156279563904,
+      "train/diffusion_loss": 0.39515382051467896
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 0.6551671028137207,
+      "train/diffusion_loss": 0.432221919298172
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 187.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 187.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 0.8594403266906738,
+      "train/diffusion_loss": 0.5206847190856934
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 1.16398024559021,
+      "train/diffusion_loss": 0.5436891913414001
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 64.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 64.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 0.6435256004333496,
+      "train/diffusion_loss": 0.4696362614631653
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 0.855066180229187,
+      "train/diffusion_loss": 0.47019219398498535
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 0.8703773021697998,
+      "train/diffusion_loss": 0.4676761031150818
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 4.145161290322581,
+      "step": 344
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/ce_loss": 0.8936032056808472,
+      "train/diffusion_loss": 0.5373648405075073
+    },
+    {
+      "epoch": 4.145161290322581,
+      "step": 344,
+      "train/learning_rate_real": 3.5387801599533475e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 0.939298152923584,
+      "train/diffusion_loss": 0.47111859917640686
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 315.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 315.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 0.9232112169265747,
+      "train/diffusion_loss": 0.4957590699195862
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 1.0709586143493652,
+      "train/diffusion_loss": 0.5160806775093079
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 1.2167192697525024,
+      "train/diffusion_loss": 0.44559064507484436
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 1.4582632780075073,
+      "train/diffusion_loss": 0.4444599747657776
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 0.7300814986228943,
+      "train/diffusion_loss": 0.41570940613746643
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 1.0114845037460327,
+      "train/diffusion_loss": 0.5797674059867859
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 1.4366244077682495,
+      "train/diffusion_loss": 0.490599125623703
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 1.1939784288406372,
+      "train/diffusion_loss": 0.45882102847099304
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 1.2704994678497314,
+      "train/diffusion_loss": 0.504763126373291
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 1.2089265584945679,
+      "train/diffusion_loss": 0.539860188961029
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 79.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 79.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 4.157258064516129,
+      "step": 345
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/ce_loss": 0.7725715637207031,
+      "train/diffusion_loss": 0.5525303483009338
+    },
+    {
+      "epoch": 4.157258064516129,
+      "step": 345,
+      "train/learning_rate_real": 3.43486460997548e-06
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 0.9630318880081177,
+      "train/diffusion_loss": 0.4406167268753052
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 0.8817367553710938,
+      "train/diffusion_loss": 0.6403501033782959
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 1.035119891166687,
+      "train/diffusion_loss": 0.5195644497871399
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 58.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 58.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 0.5978935360908508,
+      "train/diffusion_loss": 0.44865068793296814
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 0.9660157561302185,
+      "train/diffusion_loss": 0.5749496221542358
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 1.0414865016937256,
+      "train/diffusion_loss": 0.5727629065513611
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 0.9891352653503418,
+      "train/diffusion_loss": 0.5360910892486572
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 1.1187372207641602,
+      "train/diffusion_loss": 0.48148322105407715
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 1.2309454679489136,
+      "train/diffusion_loss": 0.4604111313819885
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 0.5964776873588562,
+      "train/diffusion_loss": 0.48110702633857727
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 0.6275686025619507,
+      "train/diffusion_loss": 0.4634684920310974
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 4.169354838709677,
+      "step": 346
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/ce_loss": 1.2179700136184692,
+      "train/diffusion_loss": 0.5098305344581604
+    },
+    {
+      "epoch": 4.169354838709677,
+      "step": 346,
+      "train/learning_rate_real": 3.3323849727934426e-06
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 1.50393807888031,
+      "train/diffusion_loss": 0.5002455711364746
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 0.6317841410636902,
+      "train/diffusion_loss": 0.48740988969802856
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 291.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 291.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 0.932876706123352,
+      "train/diffusion_loss": 0.46110832691192627
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 1.080356478691101,
+      "train/diffusion_loss": 0.5127806067466736
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 1.284575343132019,
+      "train/diffusion_loss": 0.5176191329956055
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 1.1186833381652832,
+      "train/diffusion_loss": 0.499836802482605
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 1.2007503509521484,
+      "train/diffusion_loss": 0.5111439228057861
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 0.8507135510444641,
+      "train/diffusion_loss": 0.4731462299823761
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 0.7756072282791138,
+      "train/diffusion_loss": 0.4423670172691345
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 0.7052279114723206,
+      "train/diffusion_loss": 0.4581696391105652
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 0.8254933953285217,
+      "train/diffusion_loss": 0.46118590235710144
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 4.181451612903226,
+      "step": 347
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/ce_loss": 0.9409657716751099,
+      "train/diffusion_loss": 0.43908125162124634
+    },
+    {
+      "epoch": 4.181451612903226,
+      "step": 347,
+      "train/learning_rate_real": 3.2313480720055745e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 1.0240205526351929,
+      "train/diffusion_loss": 0.4468633234500885
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 0.6408535838127136,
+      "train/diffusion_loss": 0.4320780038833618
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 1.0768390893936157,
+      "train/diffusion_loss": 0.5044441819190979
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 0.8254064321517944,
+      "train/diffusion_loss": 0.41752979159355164
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 0.8659859299659729,
+      "train/diffusion_loss": 0.4429321587085724
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 1.0862247943878174,
+      "train/diffusion_loss": 0.5534229278564453
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 0.8964852690696716,
+      "train/diffusion_loss": 0.4586830139160156
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 1.537189245223999,
+      "train/diffusion_loss": 0.584921658039093
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 0.9747499823570251,
+      "train/diffusion_loss": 0.5875533819198608
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 0.9230049252510071,
+      "train/diffusion_loss": 0.5169211626052856
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 0.967728316783905,
+      "train/diffusion_loss": 0.4291204810142517
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 4.193548387096774,
+      "step": 348
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/ce_loss": 0.5280765891075134,
+      "train/diffusion_loss": 0.45179852843284607
+    },
+    {
+      "epoch": 4.193548387096774,
+      "step": 348,
+      "train/learning_rate_real": 3.13176063514575e-06
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 0.7148318290710449,
+      "train/diffusion_loss": 0.423886775970459
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 0.7267162203788757,
+      "train/diffusion_loss": 0.4802600145339966
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 1.02867591381073,
+      "train/diffusion_loss": 0.47868216037750244
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 1.2494796514511108,
+      "train/diffusion_loss": 0.48859646916389465
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 0.7390569448471069,
+      "train/diffusion_loss": 0.4667086601257324
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 0.8988081216812134,
+      "train/diffusion_loss": 0.5172202587127686
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 1.0505845546722412,
+      "train/diffusion_loss": 0.44861680269241333
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 1.2325644493103027,
+      "train/diffusion_loss": 0.48655298352241516
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 1.2241475582122803,
+      "train/diffusion_loss": 0.5238579511642456
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 1.4430538415908813,
+      "train/diffusion_loss": 0.5376150012016296
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 0.9483681917190552,
+      "train/diffusion_loss": 0.5175842642784119
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 4.205645161290323,
+      "step": 349
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/ce_loss": 0.9382467865943909,
+      "train/diffusion_loss": 0.520852267742157
+    },
+    {
+      "epoch": 4.205645161290323,
+      "step": 349,
+      "train/learning_rate_real": 3.0336292932353904e-06
+    },
+    {
+      "epoch": 4.217741935483871,
+      "grad_norm": 21.996780395507812,
+      "learning_rate": 3.0336292932353904e-06,
+      "loss": 17.6645,
+      "step": 350
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 1.0387946367263794,
+      "train/diffusion_loss": 0.5052220225334167
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 227.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 227.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 0.9096150994300842,
+      "train/diffusion_loss": 0.4736769199371338
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 0.8435097932815552,
+      "train/diffusion_loss": 0.42099419236183167
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 1.0456663370132446,
+      "train/diffusion_loss": 0.485221266746521
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 0.7880035042762756,
+      "train/diffusion_loss": 0.3409741222858429
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 0.9724181890487671,
+      "train/diffusion_loss": 0.5955605506896973
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 1.4340695142745972,
+      "train/diffusion_loss": 0.5529767870903015
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 244.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 244.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 0.5544607639312744,
+      "train/diffusion_loss": 0.4552616775035858
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 1.0537282228469849,
+      "train/diffusion_loss": 0.48644015192985535
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 1.028583288192749,
+      "train/diffusion_loss": 0.5494997501373291
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 1.3852269649505615,
+      "train/diffusion_loss": 0.542037844657898
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 4.217741935483871,
+      "step": 350
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/ce_loss": 0.9192305207252502,
+      "train/diffusion_loss": 0.4652175009250641
+    },
+    {
+      "epoch": 4.217741935483871,
+      "step": 350,
+      "train/learning_rate_real": 2.9369605803419715e-06
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 0.9772898554801941,
+      "train/diffusion_loss": 0.4879586100578308
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 148.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 148.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 1.3477460145950317,
+      "train/diffusion_loss": 0.5730500221252441
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 1.1539349555969238,
+      "train/diffusion_loss": 0.5576754212379456
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 1.0154359340667725,
+      "train/diffusion_loss": 0.533891499042511
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 0.8898841142654419,
+      "train/diffusion_loss": 0.4464927911758423
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 0.9071036577224731,
+      "train/diffusion_loss": 0.5072468519210815
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 1.1884955167770386,
+      "train/diffusion_loss": 0.4726361930370331
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 231.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 231.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 1.270922064781189,
+      "train/diffusion_loss": 0.5326200723648071
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 1.2031255960464478,
+      "train/diffusion_loss": 0.48593494296073914
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 1.2531315088272095,
+      "train/diffusion_loss": 0.4929312765598297
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 1.1082254648208618,
+      "train/diffusion_loss": 0.43093323707580566
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 4.229838709677419,
+      "step": 351
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/ce_loss": 1.4498471021652222,
+      "train/diffusion_loss": 0.5077640414237976
+    },
+    {
+      "epoch": 4.229838709677419,
+      "step": 351,
+      "train/learning_rate_real": 2.8417609331439165e-06
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 1.3640295267105103,
+      "train/diffusion_loss": 0.45711982250213623
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 1.0199315547943115,
+      "train/diffusion_loss": 0.5357471704483032
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 1.0742037296295166,
+      "train/diffusion_loss": 0.44674599170684814
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 162.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 162.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 0.6454643607139587,
+      "train/diffusion_loss": 0.38912662863731384
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 215.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 215.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 0.7396628856658936,
+      "train/diffusion_loss": 0.4849677085876465
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 236.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 236.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 1.5080091953277588,
+      "train/diffusion_loss": 0.5166028738021851
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 1.008033037185669,
+      "train/diffusion_loss": 0.44189995527267456
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 1.0988036394119263,
+      "train/diffusion_loss": 0.4549747109413147
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 187.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 187.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 1.249284029006958,
+      "train/diffusion_loss": 0.527183473110199
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 1.0200231075286865,
+      "train/diffusion_loss": 0.4522430896759033
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 1.246346116065979,
+      "train/diffusion_loss": 0.4871818721294403
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 360.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 360.0,
+      "epoch": 4.241935483870968,
+      "step": 352
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/ce_loss": 0.9468063116073608,
+      "train/diffusion_loss": 0.5592889785766602
+    },
+    {
+      "epoch": 4.241935483870968,
+      "step": 352,
+      "train/learning_rate_real": 2.74803669050204e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 0.7107405662536621,
+      "train/diffusion_loss": 0.5288448929786682
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 1.0682110786437988,
+      "train/diffusion_loss": 0.5489553213119507
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 1.0157967805862427,
+      "train/diffusion_loss": 0.45080235600471497
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 1.155421495437622,
+      "train/diffusion_loss": 0.4378334879875183
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 1.1040812730789185,
+      "train/diffusion_loss": 0.4863226115703583
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 0.9293057918548584,
+      "train/diffusion_loss": 0.4559168815612793
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 0.7046040296554565,
+      "train/diffusion_loss": 0.4394553601741791
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 1.1693298816680908,
+      "train/diffusion_loss": 0.5287584662437439
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 1.2741209268569946,
+      "train/diffusion_loss": 0.49689823389053345
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 0.5219769477844238,
+      "train/diffusion_loss": 0.41125836968421936
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 0.9243239760398865,
+      "train/diffusion_loss": 0.48052963614463806
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 4.254032258064516,
+      "step": 353
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/ce_loss": 0.8659765720367432,
+      "train/diffusion_loss": 0.38575342297554016
+    },
+    {
+      "epoch": 4.254032258064516,
+      "step": 353,
+      "train/learning_rate_real": 2.6557940930374504e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 0.9675868153572083,
+      "train/diffusion_loss": 0.46700578927993774
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 1.1958222389221191,
+      "train/diffusion_loss": 0.4917325973510742
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 1.075358271598816,
+      "train/diffusion_loss": 0.4739508330821991
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 1.2005263566970825,
+      "train/diffusion_loss": 0.5168593525886536
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 370.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 370.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 1.5196188688278198,
+      "train/diffusion_loss": 0.5702819228172302
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 368.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 368.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 1.2537126541137695,
+      "train/diffusion_loss": 0.48791980743408203
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 0.561674952507019,
+      "train/diffusion_loss": 0.4564531743526459
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 203.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 203.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 0.7588333487510681,
+      "train/diffusion_loss": 0.49834057688713074
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 0.8480483293533325,
+      "train/diffusion_loss": 0.4889163374900818
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 0.9165934324264526,
+      "train/diffusion_loss": 0.4673573672771454
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 0.890311598777771,
+      "train/diffusion_loss": 0.44692251086235046
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 4.266129032258064,
+      "step": 354
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/ce_loss": 0.848441481590271,
+      "train/diffusion_loss": 0.5020357966423035
+    },
+    {
+      "epoch": 4.266129032258064,
+      "step": 354,
+      "train/learning_rate_real": 2.565039282716045e-06
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 1.4628771543502808,
+      "train/diffusion_loss": 0.4997979402542114
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 377.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 377.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 1.2578299045562744,
+      "train/diffusion_loss": 0.484905868768692
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 0.7918717861175537,
+      "train/diffusion_loss": 0.4570769667625427
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 0.9252988696098328,
+      "train/diffusion_loss": 0.489556223154068
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 380.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 380.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 0.9418473243713379,
+      "train/diffusion_loss": 0.5545163154602051
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 1.4670358896255493,
+      "train/diffusion_loss": 0.4923904240131378
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 245.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 245.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 0.8003898859024048,
+      "train/diffusion_loss": 0.4540199041366577
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 77.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 77.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 0.6912914514541626,
+      "train/diffusion_loss": 0.41027405858039856
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 0.9528759717941284,
+      "train/diffusion_loss": 0.4591337740421295
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 1.1493799686431885,
+      "train/diffusion_loss": 0.4870944023132324
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 176.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 176.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 0.7904676795005798,
+      "train/diffusion_loss": 0.44944891333580017
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 4.278225806451613,
+      "step": 355
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/ce_loss": 1.1257648468017578,
+      "train/diffusion_loss": 0.444559782743454
+    },
+    {
+      "epoch": 4.278225806451613,
+      "step": 355,
+      "train/learning_rate_real": 2.475778302439524e-06
+    },
+    {
+      "debug/num_lat_loss": 204.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 204.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 1.2064276933670044,
+      "train/diffusion_loss": 0.490874320268631
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 0.8235172033309937,
+      "train/diffusion_loss": 0.4519850015640259
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 1.1668230295181274,
+      "train/diffusion_loss": 0.4818621575832367
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 0.76912522315979,
+      "train/diffusion_loss": 0.4226311445236206
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 0.9979127049446106,
+      "train/diffusion_loss": 0.48624107241630554
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 226.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 226.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 1.282907247543335,
+      "train/diffusion_loss": 0.5581747889518738
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 1.0019463300704956,
+      "train/diffusion_loss": 0.45235344767570496
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 0.890553891658783,
+      "train/diffusion_loss": 0.42761844396591187
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 1.2013864517211914,
+      "train/diffusion_loss": 0.562839150428772
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 1.214317798614502,
+      "train/diffusion_loss": 0.49478062987327576
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 1.1458334922790527,
+      "train/diffusion_loss": 0.5283421277999878
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 4.290322580645161,
+      "step": 356
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/ce_loss": 0.5743762254714966,
+      "train/diffusion_loss": 0.41895702481269836
+    },
+    {
+      "epoch": 4.290322580645161,
+      "step": 356,
+      "train/learning_rate_real": 2.3880170956430468e-06
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 160.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 160.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 0.656671404838562,
+      "train/diffusion_loss": 0.5087827444076538
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 1.0891942977905273,
+      "train/diffusion_loss": 0.5376734733581543
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 0.9272037148475647,
+      "train/diffusion_loss": 0.42207789421081543
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 0.5965242385864258,
+      "train/diffusion_loss": 0.4847216308116913
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 1.0966300964355469,
+      "train/diffusion_loss": 0.5127757787704468
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 1.2655898332595825,
+      "train/diffusion_loss": 0.4566632807254791
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 0.8503678441047668,
+      "train/diffusion_loss": 0.4389024078845978
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 1.0774132013320923,
+      "train/diffusion_loss": 0.49099257588386536
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 202.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 202.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 1.6705999374389648,
+      "train/diffusion_loss": 0.561762273311615
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 358.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 358.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 1.524986982345581,
+      "train/diffusion_loss": 0.5480478405952454
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 366.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 366.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 1.523719310760498,
+      "train/diffusion_loss": 0.508691132068634
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 4.30241935483871,
+      "step": 357
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/ce_loss": 0.832208514213562,
+      "train/diffusion_loss": 0.49683281779289246
+    },
+    {
+      "epoch": 4.30241935483871,
+      "step": 357,
+      "train/learning_rate_real": 2.301761505899466e-06
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 412.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 412.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 1.3657084703445435,
+      "train/diffusion_loss": 0.5406699180603027
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 0.8817306756973267,
+      "train/diffusion_loss": 0.43829748034477234
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 0.7018153667449951,
+      "train/diffusion_loss": 0.4632264971733093
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 1.4989490509033203,
+      "train/diffusion_loss": 0.5123630166053772
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 0.8699476718902588,
+      "train/diffusion_loss": 0.4702613055706024
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 0.671271562576294,
+      "train/diffusion_loss": 0.41891348361968994
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 1.140728235244751,
+      "train/diffusion_loss": 0.44774293899536133
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 0.6596667766571045,
+      "train/diffusion_loss": 0.42739418148994446
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 0.9255288243293762,
+      "train/diffusion_loss": 0.5392245054244995
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 227.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 227.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 0.6381688714027405,
+      "train/diffusion_loss": 0.4630783200263977
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 1.4555920362472534,
+      "train/diffusion_loss": 0.6036557555198669
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 4.314516129032258,
+      "step": 358
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/ce_loss": 0.85757976770401,
+      "train/diffusion_loss": 0.4744793474674225
+    },
+    {
+      "epoch": 4.314516129032258,
+      "step": 358,
+      "train/learning_rate_real": 2.2170172765302504e-06
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 0.945469081401825,
+      "train/diffusion_loss": 0.44681358337402344
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 1.2924705743789673,
+      "train/diffusion_loss": 0.4870120584964752
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "debug/num_lat_loss": 76.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 76.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 0.6897974014282227,
+      "train/diffusion_loss": 0.43959352374076843
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 0.8765473365783691,
+      "train/diffusion_loss": 0.47882530093193054
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 1.5054314136505127,
+      "train/diffusion_loss": 0.49141648411750793
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 409.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 409.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 1.1483862400054932,
+      "train/diffusion_loss": 0.45043134689331055
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 1.1884464025497437,
+      "train/diffusion_loss": 0.4992952346801758
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 0.9775152802467346,
+      "train/diffusion_loss": 0.5214384198188782
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 0.9144958257675171,
+      "train/diffusion_loss": 0.501102864742279
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "debug/num_lat_loss": 41.0,
+      "debug/num_lat_total": 185.0,
+      "debug/num_tok_loss": 41.0,
+      "debug/num_tok_total": 185.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 0.3426385223865509,
+      "train/diffusion_loss": 0.3250282108783722
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 403.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 403.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 1.3910343647003174,
+      "train/diffusion_loss": 0.511062741279602
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 4.326612903225806,
+      "step": 359
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/ce_loss": 1.3588016033172607,
+      "train/diffusion_loss": 0.5182532072067261
+    },
+    {
+      "epoch": 4.326612903225806,
+      "step": 359,
+      "train/learning_rate_real": 2.1337900502230584e-06
+    },
+    {
+      "epoch": 4.338709677419355,
+      "grad_norm": 22.29443359375,
+      "learning_rate": 2.1337900502230584e-06,
+      "loss": 17.8635,
+      "step": 360
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 1.1059972047805786,
+      "train/diffusion_loss": 0.49881407618522644
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 1.439284086227417,
+      "train/diffusion_loss": 0.5621023774147034
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 165.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 165.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 0.7769630551338196,
+      "train/diffusion_loss": 0.463539719581604
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 1.0522183179855347,
+      "train/diffusion_loss": 0.4743378460407257
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 0.9971839785575867,
+      "train/diffusion_loss": 0.5131819844245911
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 0.9669278264045715,
+      "train/diffusion_loss": 0.4806438386440277
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 0.5198636651039124,
+      "train/diffusion_loss": 0.36848774552345276
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 60.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 60.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 0.49805182218551636,
+      "train/diffusion_loss": 0.45791080594062805
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 0.6081998348236084,
+      "train/diffusion_loss": 0.4103139042854309
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 221.0,
+      "debug/num_lat_total": 376.0,
+      "debug/num_tok_loss": 221.0,
+      "debug/num_tok_total": 376.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 1.398817539215088,
+      "train/diffusion_loss": 0.5113157033920288
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 0.8698188066482544,
+      "train/diffusion_loss": 0.507110059261322
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 4.338709677419355,
+      "step": 360
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/ce_loss": 1.060335636138916,
+      "train/diffusion_loss": 0.4501151740550995
+    },
+    {
+      "epoch": 4.338709677419355,
+      "step": 360,
+      "train/learning_rate_real": 2.0520853686560178e-06
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 0.7756737470626831,
+      "train/diffusion_loss": 0.4253966212272644
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 219.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 219.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 1.189716100692749,
+      "train/diffusion_loss": 0.47625821828842163
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 0.8280208110809326,
+      "train/diffusion_loss": 0.4325607717037201
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 1.0949591398239136,
+      "train/diffusion_loss": 0.45838773250579834
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 0.9674602746963501,
+      "train/diffusion_loss": 0.49823716282844543
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 85.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 85.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 0.5406959652900696,
+      "train/diffusion_loss": 0.40085217356681824
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 1.1835719347000122,
+      "train/diffusion_loss": 0.4714834690093994
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 154.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 154.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 0.9729296565055847,
+      "train/diffusion_loss": 0.440951943397522
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 0.689167857170105,
+      "train/diffusion_loss": 0.43938079476356506
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 0.8398268818855286,
+      "train/diffusion_loss": 0.4578007459640503
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 1.3159593343734741,
+      "train/diffusion_loss": 0.5444889664649963
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 4.350806451612903,
+      "step": 361
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/ce_loss": 1.0221866369247437,
+      "train/diffusion_loss": 0.5216635465621948
+    },
+    {
+      "epoch": 4.350806451612903,
+      "step": 361,
+      "train/learning_rate_real": 1.97190867212875e-06
+    },
+    {
+      "debug/num_lat_loss": 67.0,
+      "debug/num_lat_total": 209.0,
+      "debug/num_tok_loss": 67.0,
+      "debug/num_tok_total": 209.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 0.56699138879776,
+      "train/diffusion_loss": 0.3856767416000366
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 0.6515722870826721,
+      "train/diffusion_loss": 0.49128127098083496
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 0.7435934543609619,
+      "train/diffusion_loss": 0.3922410309314728
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 271.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 271.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 0.7426721453666687,
+      "train/diffusion_loss": 0.44577160477638245
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 1.42412531375885,
+      "train/diffusion_loss": 0.4554031789302826
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 0.8401587009429932,
+      "train/diffusion_loss": 0.40067628026008606
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 0.8126093745231628,
+      "train/diffusion_loss": 0.518065333366394
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 0.885283887386322,
+      "train/diffusion_loss": 0.46587634086608887
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 0.9964191913604736,
+      "train/diffusion_loss": 0.4414544105529785
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 1.1218715906143188,
+      "train/diffusion_loss": 0.47827672958374023
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 1.3151154518127441,
+      "train/diffusion_loss": 0.5040106773376465
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 297.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 297.0,
+      "epoch": 4.362903225806452,
+      "step": 362
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/ce_loss": 0.8987429738044739,
+      "train/diffusion_loss": 0.4831070601940155
+    },
+    {
+      "epoch": 4.362903225806452,
+      "step": 362,
+      "train/learning_rate_real": 1.8932652992001032e-06
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 1.0964479446411133,
+      "train/diffusion_loss": 0.4723402261734009
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 0.8559966683387756,
+      "train/diffusion_loss": 0.45025140047073364
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 1.1935304403305054,
+      "train/diffusion_loss": 0.5226249098777771
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 0.939093291759491,
+      "train/diffusion_loss": 0.4529314935207367
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 1.0494120121002197,
+      "train/diffusion_loss": 0.47881415486335754
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 0.9671019315719604,
+      "train/diffusion_loss": 0.5608279705047607
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 398.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 398.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 1.5101191997528076,
+      "train/diffusion_loss": 0.5159264206886292
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 0.848525881767273,
+      "train/diffusion_loss": 0.4136490523815155
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 0.9687174558639526,
+      "train/diffusion_loss": 0.46507152915000916
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 1.0244566202163696,
+      "train/diffusion_loss": 0.4904874265193939
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 275.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 275.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 1.267008900642395,
+      "train/diffusion_loss": 0.532006561756134
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 4.375,
+      "step": 363
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/ce_loss": 0.7612006068229675,
+      "train/diffusion_loss": 0.5182596445083618
+    },
+    {
+      "epoch": 4.375,
+      "step": 363,
+      "train/learning_rate_real": 1.8161604863327074e-06
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 0.9154605269432068,
+      "train/diffusion_loss": 0.4761902689933777
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 0.9521728754043579,
+      "train/diffusion_loss": 0.5045372247695923
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 1.0034143924713135,
+      "train/diffusion_loss": 0.4753430187702179
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 0.7468756437301636,
+      "train/diffusion_loss": 0.44574832916259766
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 1.3874589204788208,
+      "train/diffusion_loss": 0.5491348505020142
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 0.6442290544509888,
+      "train/diffusion_loss": 0.4610864818096161
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 1.0009225606918335,
+      "train/diffusion_loss": 0.43882647156715393
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 1.1049619913101196,
+      "train/diffusion_loss": 0.47041448950767517
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 1.086929440498352,
+      "train/diffusion_loss": 0.503787100315094
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 350.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 350.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 1.1217784881591797,
+      "train/diffusion_loss": 0.4988599121570587
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 0.744534432888031,
+      "train/diffusion_loss": 0.47808781266212463
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 4.387096774193548,
+      "step": 364
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/ce_loss": 0.9585226774215698,
+      "train/diffusion_loss": 0.4638708829879761
+    },
+    {
+      "epoch": 4.387096774193548,
+      "step": 364,
+      "train/learning_rate_real": 1.7405993675442905e-06
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 1.0833829641342163,
+      "train/diffusion_loss": 0.48488280177116394
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 1.0969232320785522,
+      "train/diffusion_loss": 0.47756776213645935
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 1.0103849172592163,
+      "train/diffusion_loss": 0.4795796871185303
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 1.2730298042297363,
+      "train/diffusion_loss": 0.5367885231971741
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 370.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 370.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 1.1865254640579224,
+      "train/diffusion_loss": 0.5163731575012207
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 1.3136390447616577,
+      "train/diffusion_loss": 0.48967283964157104
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 0.8729073405265808,
+      "train/diffusion_loss": 0.4292120337486267
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 0.9770029187202454,
+      "train/diffusion_loss": 0.4315410256385803
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 1.0771410465240479,
+      "train/diffusion_loss": 0.49500295519828796
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 0.8611733913421631,
+      "train/diffusion_loss": 0.4914121627807617
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 1.1848589181900024,
+      "train/diffusion_loss": 0.555135190486908
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 83.0,
+      "debug/num_lat_total": 225.0,
+      "debug/num_tok_loss": 83.0,
+      "debug/num_tok_total": 225.0,
+      "epoch": 4.399193548387097,
+      "step": 365
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/ce_loss": 0.6638230085372925,
+      "train/diffusion_loss": 0.42351120710372925
+    },
+    {
+      "epoch": 4.399193548387097,
+      "step": 365,
+      "train/learning_rate_real": 1.6665869740658312e-06
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 0.6217761635780334,
+      "train/diffusion_loss": 0.3878178298473358
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 47.0,
+      "debug/num_lat_total": 160.0,
+      "debug/num_tok_loss": 47.0,
+      "debug/num_tok_total": 160.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 0.294892281293869,
+      "train/diffusion_loss": 0.2994309663772583
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 0.6943474411964417,
+      "train/diffusion_loss": 0.5382978916168213
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 0.9892400503158569,
+      "train/diffusion_loss": 0.5213035345077515
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 76.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 76.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 0.5337215065956116,
+      "train/diffusion_loss": 0.42279234528541565
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 0.6114059090614319,
+      "train/diffusion_loss": 0.45756813883781433
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 0.36050984263420105,
+      "train/diffusion_loss": 0.4342668354511261
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 1.2346546649932861,
+      "train/diffusion_loss": 0.516133189201355
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 1.0279942750930786,
+      "train/diffusion_loss": 0.44431552290916443
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 1.0451637506484985,
+      "train/diffusion_loss": 0.45307427644729614
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 0.8409821391105652,
+      "train/diffusion_loss": 0.5726409554481506
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 4.411290322580645,
+      "step": 366
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/ce_loss": 1.1006327867507935,
+      "train/diffusion_loss": 0.5195621252059937
+    },
+    {
+      "epoch": 4.411290322580645,
+      "step": 366,
+      "train/learning_rate_real": 1.59412823400657e-06
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 0.9579261541366577,
+      "train/diffusion_loss": 0.4534074068069458
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 0.9680679440498352,
+      "train/diffusion_loss": 0.4634662866592407
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 0.7976219058036804,
+      "train/diffusion_loss": 0.4417804181575775
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 0.9197762608528137,
+      "train/diffusion_loss": 0.4576468765735626
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 50.0,
+      "debug/num_lat_total": 163.0,
+      "debug/num_tok_loss": 50.0,
+      "debug/num_tok_total": 163.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 0.38284608721733093,
+      "train/diffusion_loss": 0.33098486065864563
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 0.4935629367828369,
+      "train/diffusion_loss": 0.5069925785064697
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 0.6274071335792542,
+      "train/diffusion_loss": 0.3963799774646759
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 1.3206321001052856,
+      "train/diffusion_loss": 0.5384555459022522
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 1.3150668144226074,
+      "train/diffusion_loss": 0.4748009741306305
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 0.9976974725723267,
+      "train/diffusion_loss": 0.4689282178878784
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 0.9707774519920349,
+      "train/diffusion_loss": 0.4683876931667328
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 4.423387096774194,
+      "step": 367
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/ce_loss": 0.6864017844200134,
+      "train/diffusion_loss": 0.4837626814842224
+    },
+    {
+      "epoch": 4.423387096774194,
+      "step": 367,
+      "train/learning_rate_real": 1.5232279720258507e-06
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 0.9835664629936218,
+      "train/diffusion_loss": 0.5107566714286804
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 0.8495794534683228,
+      "train/diffusion_loss": 0.42473649978637695
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 1.09971022605896,
+      "train/diffusion_loss": 0.44063106179237366
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 0.8499107956886292,
+      "train/diffusion_loss": 0.41597500443458557
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 0.9222596287727356,
+      "train/diffusion_loss": 0.45693159103393555
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 0.6914157271385193,
+      "train/diffusion_loss": 0.4704449474811554
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 0.8869923949241638,
+      "train/diffusion_loss": 0.4326552152633667
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 1.016180157661438,
+      "train/diffusion_loss": 0.5548162460327148
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 1.215589165687561,
+      "train/diffusion_loss": 0.4760850965976715
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 1.0517821311950684,
+      "train/diffusion_loss": 0.46352583169937134
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 0.5103498697280884,
+      "train/diffusion_loss": 0.39053407311439514
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 4.435483870967742,
+      "step": 368
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/ce_loss": 0.8805109858512878,
+      "train/diffusion_loss": 0.4236558675765991
+    },
+    {
+      "epoch": 4.435483870967742,
+      "step": 368,
+      "train/learning_rate_real": 1.4538909090118846e-06
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 0.9042818546295166,
+      "train/diffusion_loss": 0.5873921513557434
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 0.7575110197067261,
+      "train/diffusion_loss": 0.42750558257102966
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 0.5709674954414368,
+      "train/diffusion_loss": 0.4054056406021118
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "debug/num_lat_loss": 143.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 143.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 1.2565792798995972,
+      "train/diffusion_loss": 0.5125638246536255
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 0.6092247366905212,
+      "train/diffusion_loss": 0.48147669434547424
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 1.098007082939148,
+      "train/diffusion_loss": 0.4778858721256256
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 0.8865534067153931,
+      "train/diffusion_loss": 0.4652291238307953
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "debug/num_lat_loss": 213.0,
+      "debug/num_lat_total": 357.0,
+      "debug/num_tok_loss": 213.0,
+      "debug/num_tok_total": 357.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 1.504875898361206,
+      "train/diffusion_loss": 0.48340803384780884
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 0.9335092306137085,
+      "train/diffusion_loss": 0.5220464468002319
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 1.2915477752685547,
+      "train/diffusion_loss": 0.49885323643684387
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 0.9187396168708801,
+      "train/diffusion_loss": 0.4972101151943207
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 4.44758064516129,
+      "step": 369
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/ce_loss": 1.0801838636398315,
+      "train/diffusion_loss": 0.4825652241706848
+    },
+    {
+      "epoch": 4.44758064516129,
+      "step": 369,
+      "train/learning_rate_real": 1.3861216617674032e-06
+    },
+    {
+      "epoch": 4.459677419354839,
+      "grad_norm": 22.08096694946289,
+      "learning_rate": 1.3861216617674032e-06,
+      "loss": 16.9574,
+      "step": 370
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 1.3187626600265503,
+      "train/diffusion_loss": 0.5351212620735168
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 0.6901950240135193,
+      "train/diffusion_loss": 0.5078809857368469
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 1.1666415929794312,
+      "train/diffusion_loss": 0.428687185049057
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 1.1552417278289795,
+      "train/diffusion_loss": 0.4633112847805023
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 181.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 181.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 1.1056115627288818,
+      "train/diffusion_loss": 0.5195468664169312
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 0.8721873760223389,
+      "train/diffusion_loss": 0.5159059166908264
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 0.8746541738510132,
+      "train/diffusion_loss": 0.4643722176551819
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 0.9816104173660278,
+      "train/diffusion_loss": 0.6337158679962158
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 0.9638770222663879,
+      "train/diffusion_loss": 0.44810494780540466
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 0.901052713394165,
+      "train/diffusion_loss": 0.516273558139801
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 0.844545841217041,
+      "train/diffusion_loss": 0.4360627830028534
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 4.459677419354839,
+      "step": 370
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/ce_loss": 0.7799372673034668,
+      "train/diffusion_loss": 0.5222992897033691
+    },
+    {
+      "epoch": 4.459677419354839,
+      "step": 370,
+      "train/learning_rate_real": 1.3199247427022526e-06
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 1.5451171398162842,
+      "train/diffusion_loss": 0.4945110082626343
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 0.7643961310386658,
+      "train/diffusion_loss": 0.46106719970703125
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 0.9011492729187012,
+      "train/diffusion_loss": 0.532653272151947
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 342.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 342.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 0.9939640164375305,
+      "train/diffusion_loss": 0.5156421661376953
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 1.1514626741409302,
+      "train/diffusion_loss": 0.4846351444721222
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 263.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 263.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 0.7501881122589111,
+      "train/diffusion_loss": 0.4840073883533478
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 0.7525494694709778,
+      "train/diffusion_loss": 0.49427083134651184
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 0.6879191994667053,
+      "train/diffusion_loss": 0.46115317940711975
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 55.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 55.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 0.5507117509841919,
+      "train/diffusion_loss": 0.36020201444625854
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 1.0182515382766724,
+      "train/diffusion_loss": 0.5236575603485107
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 0.9890962839126587,
+      "train/diffusion_loss": 0.5357498526573181
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 204.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 204.0,
+      "epoch": 4.471774193548387,
+      "step": 371
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/ce_loss": 0.49020570516586304,
+      "train/diffusion_loss": 0.451090544462204
+    },
+    {
+      "epoch": 4.471774193548387,
+      "step": 371,
+      "train/learning_rate_real": 1.2553045595329298e-06
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 0.710654616355896,
+      "train/diffusion_loss": 0.44208890199661255
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 223.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 223.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 0.7567678689956665,
+      "train/diffusion_loss": 0.4817592203617096
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 0.9291834235191345,
+      "train/diffusion_loss": 0.4757637679576874
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 191.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 191.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 0.5932883620262146,
+      "train/diffusion_loss": 0.42044326663017273
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 1.0589959621429443,
+      "train/diffusion_loss": 0.5281258821487427
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 0.9296385645866394,
+      "train/diffusion_loss": 0.4738844037055969
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 207.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 207.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 1.4510204792022705,
+      "train/diffusion_loss": 0.4899740219116211
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 1.2189513444900513,
+      "train/diffusion_loss": 0.5259717106819153
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 0.8327721357345581,
+      "train/diffusion_loss": 0.49338284134864807
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 1.1238734722137451,
+      "train/diffusion_loss": 0.43977320194244385
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 1.1395758390426636,
+      "train/diffusion_loss": 0.5507117509841919
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 261.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 261.0,
+      "epoch": 4.483870967741936,
+      "step": 372
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/ce_loss": 0.7843812108039856,
+      "train/diffusion_loss": 0.43926897644996643
+    },
+    {
+      "epoch": 4.483870967741936,
+      "step": 372,
+      "train/learning_rate_real": 1.192265414989116e-06
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 1.202233910560608,
+      "train/diffusion_loss": 0.4969446659088135
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 0.5933375954627991,
+      "train/diffusion_loss": 0.47171643376350403
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 0.9655085802078247,
+      "train/diffusion_loss": 0.4323219954967499
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 0.7049677968025208,
+      "train/diffusion_loss": 0.4903886020183563
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 0.7645218968391418,
+      "train/diffusion_loss": 0.4379591643810272
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 0.6782751083374023,
+      "train/diffusion_loss": 0.4388754367828369
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 0.8759600520133972,
+      "train/diffusion_loss": 0.49200439453125
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 0.7797150015830994,
+      "train/diffusion_loss": 0.553706169128418
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 0.981620728969574,
+      "train/diffusion_loss": 0.4713870882987976
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 0.7438029646873474,
+      "train/diffusion_loss": 0.4158254861831665
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 193.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 193.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 1.2108999490737915,
+      "train/diffusion_loss": 0.4822031855583191
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 4.495967741935484,
+      "step": 373
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/ce_loss": 0.6598288416862488,
+      "train/diffusion_loss": 0.4618430733680725
+    },
+    {
+      "epoch": 4.495967741935484,
+      "step": 373,
+      "train/learning_rate_real": 1.1308115065271491e-06
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 1.3981164693832397,
+      "train/diffusion_loss": 0.4928937554359436
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 56.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 56.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 0.5961617827415466,
+      "train/diffusion_loss": 0.5026697516441345
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 66.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 66.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 0.5670342445373535,
+      "train/diffusion_loss": 0.5209065079689026
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 1.1222567558288574,
+      "train/diffusion_loss": 0.49702829122543335
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 0.6450700163841248,
+      "train/diffusion_loss": 0.5228380560874939
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 1.0284518003463745,
+      "train/diffusion_loss": 0.5150150656700134
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 0.894393265247345,
+      "train/diffusion_loss": 0.4591476321220398
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 354.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 354.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 1.1748329401016235,
+      "train/diffusion_loss": 0.4709876477718353
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 396.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 396.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 1.3164783716201782,
+      "train/diffusion_loss": 0.48669877648353577
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 249.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 249.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 0.7452011108398438,
+      "train/diffusion_loss": 0.47704148292541504
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 1.206916332244873,
+      "train/diffusion_loss": 0.5561231374740601
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 67.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 67.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 4.508064516129032,
+      "step": 374
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/ce_loss": 0.5921085476875305,
+      "train/diffusion_loss": 0.4254515767097473
+    },
+    {
+      "epoch": 4.508064516129032,
+      "step": 374,
+      "train/learning_rate_real": 1.0709469260505477e-06
+    },
+    {
+      "debug/num_lat_loss": 74.0,
+      "debug/num_lat_total": 213.0,
+      "debug/num_tok_loss": 74.0,
+      "debug/num_tok_total": 213.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 0.5921342968940735,
+      "train/diffusion_loss": 0.4286517798900604
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 1.1663395166397095,
+      "train/diffusion_loss": 0.46805670857429504
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 0.9117881059646606,
+      "train/diffusion_loss": 0.4961453676223755
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 0.9899482727050781,
+      "train/diffusion_loss": 0.484367311000824
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 374.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 374.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 0.9783031940460205,
+      "train/diffusion_loss": 0.48174524307250977
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 0.9034518599510193,
+      "train/diffusion_loss": 0.4531732201576233
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 206.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 206.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 0.8099206686019897,
+      "train/diffusion_loss": 0.42937129735946655
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 1.0480923652648926,
+      "train/diffusion_loss": 0.4658185541629791
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 1.2433232069015503,
+      "train/diffusion_loss": 0.4847877323627472
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 0.8130179643630981,
+      "train/diffusion_loss": 0.4393486976623535
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 61.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 61.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 0.7143993973731995,
+      "train/diffusion_loss": 0.4266759157180786
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 4.520161290322581,
+      "step": 375
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/ce_loss": 0.6361731290817261,
+      "train/diffusion_loss": 0.4321557581424713
+    },
+    {
+      "epoch": 4.520161290322581,
+      "step": 375,
+      "train/learning_rate_real": 1.0126756596375686e-06
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 0.8411675095558167,
+      "train/diffusion_loss": 0.42508071660995483
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 1.1576024293899536,
+      "train/diffusion_loss": 0.5456956028938293
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 0.8433046340942383,
+      "train/diffusion_loss": 0.44675663113594055
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 1.1886252164840698,
+      "train/diffusion_loss": 0.4826967418193817
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 208.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 208.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 0.8123376369476318,
+      "train/diffusion_loss": 0.4872778654098511
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 0.9870516061782837,
+      "train/diffusion_loss": 0.4442168176174164
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 0.8322075605392456,
+      "train/diffusion_loss": 0.4489913284778595
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 0.995856761932373,
+      "train/diffusion_loss": 0.4675735533237457
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 0.9006341695785522,
+      "train/diffusion_loss": 0.5022560358047485
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 0.7048960328102112,
+      "train/diffusion_loss": 0.4274028539657593
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 1.0792083740234375,
+      "train/diffusion_loss": 0.5685454607009888
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 252.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 252.0,
+      "epoch": 4.532258064516129,
+      "step": 376
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/ce_loss": 0.599213719367981,
+      "train/diffusion_loss": 0.4350931942462921
+    },
+    {
+      "epoch": 4.532258064516129,
+      "step": 376,
+      "train/learning_rate_real": 9.560015872757649e-07
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 367.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 367.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 1.0808621644973755,
+      "train/diffusion_loss": 0.5625989437103271
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 0.9419872164726257,
+      "train/diffusion_loss": 0.53369140625
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 1.097020149230957,
+      "train/diffusion_loss": 0.5164575576782227
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 225.0,
+      "debug/num_lat_total": 408.0,
+      "debug/num_tok_loss": 225.0,
+      "debug/num_tok_total": 408.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 1.1451689004898071,
+      "train/diffusion_loss": 0.4872969090938568
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 1.057566523551941,
+      "train/diffusion_loss": 0.5061225891113281
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 359.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 359.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 1.1967275142669678,
+      "train/diffusion_loss": 0.47669029235839844
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 1.2712475061416626,
+      "train/diffusion_loss": 0.5035445094108582
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 0.8747164607048035,
+      "train/diffusion_loss": 0.3972463011741638
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 1.3536808490753174,
+      "train/diffusion_loss": 0.5349754095077515
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 1.2125545740127563,
+      "train/diffusion_loss": 0.47942718863487244
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 1.1723631620407104,
+      "train/diffusion_loss": 0.46756237745285034
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 175.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 175.0,
+      "epoch": 4.544354838709677,
+      "step": 377
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/ce_loss": 0.8341385722160339,
+      "train/diffusion_loss": 0.381740003824234
+    },
+    {
+      "epoch": 4.544354838709677,
+      "step": 377,
+      "train/learning_rate_real": 9.009284826036691e-07
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 1.079943299293518,
+      "train/diffusion_loss": 0.5277628302574158
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 1.135588526725769,
+      "train/diffusion_loss": 0.5485065579414368
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 0.8036899566650391,
+      "train/diffusion_loss": 0.4447188377380371
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 0.8573092818260193,
+      "train/diffusion_loss": 0.5262290239334106
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 0.9996700286865234,
+      "train/diffusion_loss": 0.5225778222084045
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 0.9303980469703674,
+      "train/diffusion_loss": 0.5556077361106873
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 1.1052169799804688,
+      "train/diffusion_loss": 0.44509485363960266
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 304.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 304.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 0.8047074675559998,
+      "train/diffusion_loss": 0.4661450982093811
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 1.1481481790542603,
+      "train/diffusion_loss": 0.5214792490005493
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 0.9867885708808899,
+      "train/diffusion_loss": 0.44355618953704834
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 1.1205462217330933,
+      "train/diffusion_loss": 0.5582216382026672
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 4.556451612903226,
+      "step": 378
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/ce_loss": 1.1703064441680908,
+      "train/diffusion_loss": 0.5149557590484619
+    },
+    {
+      "epoch": 4.556451612903226,
+      "step": 378,
+      "train/learning_rate_real": 8.474600126594984e-07
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 1.0574945211410522,
+      "train/diffusion_loss": 0.4509773552417755
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 0.9669380784034729,
+      "train/diffusion_loss": 0.49195608496665955
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 1.2676806449890137,
+      "train/diffusion_loss": 0.5110211968421936
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "debug/num_lat_loss": 195.0,
+      "debug/num_lat_total": 389.0,
+      "debug/num_tok_loss": 195.0,
+      "debug/num_tok_total": 389.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 1.3668910264968872,
+      "train/diffusion_loss": 0.49355196952819824
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 0.900184154510498,
+      "train/diffusion_loss": 0.5146948099136353
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "debug/num_lat_loss": 98.0,
+      "debug/num_lat_total": 214.0,
+      "debug/num_tok_loss": 98.0,
+      "debug/num_tok_total": 214.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 0.8554679751396179,
+      "train/diffusion_loss": 0.4890662133693695
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 0.939510703086853,
+      "train/diffusion_loss": 0.47759735584259033
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 241.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 241.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 0.7875284552574158,
+      "train/diffusion_loss": 0.5037677884101868
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 0.9258222579956055,
+      "train/diffusion_loss": 0.48574137687683105
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "debug/num_lat_loss": 61.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 61.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 0.4326896667480469,
+      "train/diffusion_loss": 0.35588303208351135
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 1.2054316997528076,
+      "train/diffusion_loss": 0.4936988353729248
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 4.568548387096774,
+      "step": 379
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/ce_loss": 1.038574457168579,
+      "train/diffusion_loss": 0.4798413813114166
+    },
+    {
+      "epoch": 4.568548387096774,
+      "step": 379,
+      "train/learning_rate_real": 7.955997376369984e-07
+    },
+    {
+      "epoch": 4.580645161290323,
+      "grad_norm": 21.771385192871094,
+      "learning_rate": 7.955997376369984e-07,
+      "loss": 17.2888,
+      "step": 380
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 207.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 207.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 0.543941080570221,
+      "train/diffusion_loss": 0.48955637216567993
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 1.3247946500778198,
+      "train/diffusion_loss": 0.48033806681632996
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 118.0,
+      "debug/num_lat_total": 192.0,
+      "debug/num_tok_loss": 118.0,
+      "debug/num_tok_total": 192.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 0.909650444984436,
+      "train/diffusion_loss": 0.5802847743034363
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 0.7261264324188232,
+      "train/diffusion_loss": 0.3862954080104828
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 0.9779022932052612,
+      "train/diffusion_loss": 0.4199352264404297
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 0.971672534942627,
+      "train/diffusion_loss": 0.44262319803237915
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 0.9259300231933594,
+      "train/diffusion_loss": 0.47382357716560364
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 0.6291137933731079,
+      "train/diffusion_loss": 0.5455580949783325
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 1.2159984111785889,
+      "train/diffusion_loss": 0.42871755361557007
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 0.929932177066803,
+      "train/diffusion_loss": 0.5109259486198425
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 221.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 221.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 1.3365989923477173,
+      "train/diffusion_loss": 0.5038083791732788
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 4.580645161290323,
+      "step": 380
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/ce_loss": 0.7766627669334412,
+      "train/diffusion_loss": 0.5261043906211853
+    },
+    {
+      "epoch": 4.580645161290323,
+      "step": 380,
+      "train/learning_rate_real": 7.453511106483902e-07
+    },
+    {
+      "debug/num_lat_loss": 111.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 111.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 0.8714559674263,
+      "train/diffusion_loss": 0.4837551414966583
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 210.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 210.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 1.4150123596191406,
+      "train/diffusion_loss": 0.5232464671134949
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 208.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 208.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 1.4534199237823486,
+      "train/diffusion_loss": 0.507592499256134
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 1.3328163623809814,
+      "train/diffusion_loss": 0.4866848886013031
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 0.9488896131515503,
+      "train/diffusion_loss": 0.4237079620361328
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 0.6359667181968689,
+      "train/diffusion_loss": 0.45500805974006653
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 166.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 166.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 0.9462181329727173,
+      "train/diffusion_loss": 0.502997875213623
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 158.0,
+      "debug/num_lat_total": 302.0,
+      "debug/num_tok_loss": 158.0,
+      "debug/num_tok_total": 302.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 1.1685819625854492,
+      "train/diffusion_loss": 0.48285356163978577
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 0.45000767707824707,
+      "train/diffusion_loss": 0.37792596220970154
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 0.8924150466918945,
+      "train/diffusion_loss": 0.4785419702529907
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 44.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 44.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 0.4747134745121002,
+      "train/diffusion_loss": 0.30930331349372864
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 326.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 326.0,
+      "epoch": 4.592741935483871,
+      "step": 381
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/ce_loss": 1.082625389099121,
+      "train/diffusion_loss": 0.5007844567298889
+    },
+    {
+      "epoch": 4.592741935483871,
+      "step": 381,
+      "train/learning_rate_real": 6.967174774944324e-07
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 0.8625973463058472,
+      "train/diffusion_loss": 0.47599321603775024
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 0.6574797034263611,
+      "train/diffusion_loss": 0.512830376625061
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 0.8459703326225281,
+      "train/diffusion_loss": 0.4926365613937378
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 223.0,
+      "debug/num_lat_total": 420.0,
+      "debug/num_tok_loss": 223.0,
+      "debug/num_tok_total": 420.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 1.16978919506073,
+      "train/diffusion_loss": 0.49957141280174255
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 1.1804561614990234,
+      "train/diffusion_loss": 0.5055873394012451
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 262.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 262.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 1.1148197650909424,
+      "train/diffusion_loss": 0.5356743931770325
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 0.8961962461471558,
+      "train/diffusion_loss": 0.5018984079360962
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 1.1800004243850708,
+      "train/diffusion_loss": 0.568469762802124
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 1.0840001106262207,
+      "train/diffusion_loss": 0.5068736672401428
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 1.1734182834625244,
+      "train/diffusion_loss": 0.4503847360610962
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 283.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 283.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 0.8660933375358582,
+      "train/diffusion_loss": 0.4383813142776489
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 321.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 321.0,
+      "epoch": 4.604838709677419,
+      "step": 382
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/ce_loss": 0.9366792440414429,
+      "train/diffusion_loss": 0.46184104681015015
+    },
+    {
+      "epoch": 4.604838709677419,
+      "step": 382,
+      "train/learning_rate_real": 6.497020764416633e-07
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 1.0158427953720093,
+      "train/diffusion_loss": 0.5469549894332886
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 125.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 125.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 0.9850521087646484,
+      "train/diffusion_loss": 0.5563575029373169
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 1.2042895555496216,
+      "train/diffusion_loss": 0.53313809633255
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 1.286130428314209,
+      "train/diffusion_loss": 0.5013591647148132
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 0.9660964608192444,
+      "train/diffusion_loss": 0.457332581281662
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 284.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 284.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 0.8724467158317566,
+      "train/diffusion_loss": 0.5040590763092041
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 1.0925540924072266,
+      "train/diffusion_loss": 0.5440634489059448
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 1.114447832107544,
+      "train/diffusion_loss": 0.5024005174636841
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 176.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 176.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 1.0164365768432617,
+      "train/diffusion_loss": 0.41998353600502014
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 0.8348087072372437,
+      "train/diffusion_loss": 0.4462130665779114
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 213.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 213.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 0.9480271339416504,
+      "train/diffusion_loss": 0.46536481380462646
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 4.616935483870968,
+      "step": 383
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/ce_loss": 1.100529670715332,
+      "train/diffusion_loss": 0.48328325152397156
+    },
+    {
+      "epoch": 4.616935483870968,
+      "step": 383,
+      "train/learning_rate_real": 6.043080380067539e-07
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 1.1400572061538696,
+      "train/diffusion_loss": 0.4982112646102905
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 1.2522938251495361,
+      "train/diffusion_loss": 0.4916190207004547
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 184.0,
+      "debug/num_lat_total": 347.0,
+      "debug/num_tok_loss": 184.0,
+      "debug/num_tok_total": 347.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 1.369766354560852,
+      "train/diffusion_loss": 0.542421281337738
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 0.8363063335418701,
+      "train/diffusion_loss": 0.45470288395881653
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 1.0157932043075562,
+      "train/diffusion_loss": 0.5689833760261536
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 1.024045467376709,
+      "train/diffusion_loss": 0.5075303316116333
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 151.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 151.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 1.0518938302993774,
+      "train/diffusion_loss": 0.47124090790748596
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 1.0379985570907593,
+      "train/diffusion_loss": 0.4794500172138214
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 0.42870765924453735,
+      "train/diffusion_loss": 0.512303352355957
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 364.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 364.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 1.375016450881958,
+      "train/diffusion_loss": 0.47443512082099915
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 1.063314437866211,
+      "train/diffusion_loss": 0.4179554283618927
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 4.629032258064516,
+      "step": 384
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/ce_loss": 0.9770947694778442,
+      "train/diffusion_loss": 0.5137212872505188
+    },
+    {
+      "epoch": 4.629032258064516,
+      "step": 384,
+      "train/learning_rate_real": 5.605383847480827e-07
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 369.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 369.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 1.5490142107009888,
+      "train/diffusion_loss": 0.48053404688835144
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 1.1372497081756592,
+      "train/diffusion_loss": 0.48643261194229126
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 154.0,
+      "debug/num_lat_total": 353.0,
+      "debug/num_tok_loss": 154.0,
+      "debug/num_tok_total": 353.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 1.3257776498794556,
+      "train/diffusion_loss": 0.4772493541240692
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 1.237969160079956,
+      "train/diffusion_loss": 0.4922201633453369
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 1.0976840257644653,
+      "train/diffusion_loss": 0.561056911945343
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 1.223900556564331,
+      "train/diffusion_loss": 0.4656437039375305
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 0.8235039114952087,
+      "train/diffusion_loss": 0.5946434736251831
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 1.0603562593460083,
+      "train/diffusion_loss": 0.4867348074913025
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 170.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 170.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 1.227906584739685,
+      "train/diffusion_loss": 0.49594736099243164
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 0.8665674924850464,
+      "train/diffusion_loss": 0.43754735589027405
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 212.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 212.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 1.3208003044128418,
+      "train/diffusion_loss": 0.5074031949043274
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 4.641129032258064,
+      "step": 385
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/ce_loss": 0.7335975766181946,
+      "train/diffusion_loss": 0.41158124804496765
+    },
+    {
+      "epoch": 4.641129032258064,
+      "step": 385,
+      "train/learning_rate_real": 5.183960310644748e-07
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 1.1824066638946533,
+      "train/diffusion_loss": 0.48869016766548157
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 0.6813810467720032,
+      "train/diffusion_loss": 0.4472106397151947
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 139.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 139.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 1.0570307970046997,
+      "train/diffusion_loss": 0.5376222729682922
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 0.7072771787643433,
+      "train/diffusion_loss": 0.48407894372940063
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 1.1616673469543457,
+      "train/diffusion_loss": 0.5266551375389099
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 0.9307709336280823,
+      "train/diffusion_loss": 0.44861188530921936
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 201.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 201.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 1.3891470432281494,
+      "train/diffusion_loss": 0.5055004954338074
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 242.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 242.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 0.746833324432373,
+      "train/diffusion_loss": 0.4558321237564087
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 1.2325148582458496,
+      "train/diffusion_loss": 0.4774639308452606
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 174.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 174.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 1.312788724899292,
+      "train/diffusion_loss": 0.568835973739624
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 202.0,
+      "debug/num_lat_total": 385.0,
+      "debug/num_tok_loss": 202.0,
+      "debug/num_tok_total": 385.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 1.1860122680664062,
+      "train/diffusion_loss": 0.5000835657119751
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 95.0,
+      "debug/num_lat_total": 239.0,
+      "debug/num_tok_loss": 95.0,
+      "debug/num_tok_total": 239.0,
+      "epoch": 4.653225806451613,
+      "step": 386
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/ce_loss": 0.803314745426178,
+      "train/diffusion_loss": 0.5682686567306519
+    },
+    {
+      "epoch": 4.653225806451613,
+      "step": 386,
+      "train/learning_rate_real": 4.778837830011373e-07
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 371.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 371.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 1.2753982543945312,
+      "train/diffusion_loss": 0.5449157357215881
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 0.694658637046814,
+      "train/diffusion_loss": 0.41993284225463867
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 0.6377939581871033,
+      "train/diffusion_loss": 0.4338493347167969
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 0.9131630659103394,
+      "train/diffusion_loss": 0.43505358695983887
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 0.9434899687767029,
+      "train/diffusion_loss": 0.539684534072876
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 1.3650339841842651,
+      "train/diffusion_loss": 0.5353013277053833
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 0.9087889790534973,
+      "train/diffusion_loss": 0.4742693305015564
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 0.564818799495697,
+      "train/diffusion_loss": 0.4393691420555115
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 123.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 123.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 1.049567461013794,
+      "train/diffusion_loss": 0.46182888746261597
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 0.6419210433959961,
+      "train/diffusion_loss": 0.40390661358833313
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 0.7072544693946838,
+      "train/diffusion_loss": 0.4694801867008209
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 4.665322580645161,
+      "step": 387
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/ce_loss": 0.7736147046089172,
+      "train/diffusion_loss": 0.5178687572479248
+    },
+    {
+      "epoch": 4.665322580645161,
+      "step": 387,
+      "train/learning_rate_real": 4.390043380628317e-07
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 0.9224478602409363,
+      "train/diffusion_loss": 0.5073340535163879
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 296.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 296.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 1.0115107297897339,
+      "train/diffusion_loss": 0.47334134578704834
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 1.3058491945266724,
+      "train/diffusion_loss": 0.536747932434082
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 349.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 349.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 1.2515335083007812,
+      "train/diffusion_loss": 0.5296650528907776
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 169.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 169.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 0.7313156723976135,
+      "train/diffusion_loss": 0.45854106545448303
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 0.7005295157432556,
+      "train/diffusion_loss": 0.5662122964859009
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 1.041329026222229,
+      "train/diffusion_loss": 0.44408729672431946
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 0.996795654296875,
+      "train/diffusion_loss": 0.5042245984077454
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 1.016973853111267,
+      "train/diffusion_loss": 0.45600181818008423
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 299.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 299.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 1.2818820476531982,
+      "train/diffusion_loss": 0.5199138522148132
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 121.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 121.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 0.9657653570175171,
+      "train/diffusion_loss": 0.4570496380329132
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 146.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 146.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 4.67741935483871,
+      "step": 388
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/ce_loss": 1.2000457048416138,
+      "train/diffusion_loss": 0.42758288979530334
+    },
+    {
+      "epoch": 4.67741935483871,
+      "step": 388,
+      "train/learning_rate_real": 4.0176028503425835e-07
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 325.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 325.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 0.7812827825546265,
+      "train/diffusion_loss": 0.531435489654541
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "debug/num_lat_loss": 152.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 152.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 1.127571940422058,
+      "train/diffusion_loss": 0.5289053916931152
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 1.4085665941238403,
+      "train/diffusion_loss": 0.5041775107383728
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 194.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 194.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 0.5992214679718018,
+      "train/diffusion_loss": 0.4287498891353607
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 1.1921439170837402,
+      "train/diffusion_loss": 0.49426135420799255
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "debug/num_lat_loss": 84.0,
+      "debug/num_lat_total": 197.0,
+      "debug/num_tok_loss": 84.0,
+      "debug/num_tok_total": 197.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 0.6349733471870422,
+      "train/diffusion_loss": 0.4585779309272766
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 387.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 387.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 0.9786555767059326,
+      "train/diffusion_loss": 0.4931914806365967
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 0.9296438694000244,
+      "train/diffusion_loss": 0.5241231322288513
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 0.7584064602851868,
+      "train/diffusion_loss": 0.4328244924545288
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 0.5760269165039062,
+      "train/diffusion_loss": 0.39392194151878357
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 1.0737571716308594,
+      "train/diffusion_loss": 0.4846411943435669
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 4.689516129032258,
+      "step": 389
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/ce_loss": 1.2451857328414917,
+      "train/diffusion_loss": 0.4917777478694916
+    },
+    {
+      "epoch": 4.689516129032258,
+      "step": 389,
+      "train/learning_rate_real": 3.6615410380767544e-07
+    },
+    {
+      "epoch": 4.701612903225806,
+      "grad_norm": 21.610023498535156,
+      "learning_rate": 3.6615410380767544e-07,
+      "loss": 17.7011,
+      "step": 390
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 249.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 249.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 0.9648048877716064,
+      "train/diffusion_loss": 0.5195144414901733
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 0.8522998690605164,
+      "train/diffusion_loss": 0.5137146711349487
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 113.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 113.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 0.8718813061714172,
+      "train/diffusion_loss": 0.43388521671295166
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 340.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 340.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 1.1257659196853638,
+      "train/diffusion_loss": 0.4982358515262604
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 1.1933228969573975,
+      "train/diffusion_loss": 0.49674639105796814
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 0.6984690427780151,
+      "train/diffusion_loss": 0.4369056224822998
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 209.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 209.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 1.3327805995941162,
+      "train/diffusion_loss": 0.561539888381958
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 1.0275120735168457,
+      "train/diffusion_loss": 0.5142775177955627
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 0.8527323603630066,
+      "train/diffusion_loss": 0.49465182423591614
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 1.1496027708053589,
+      "train/diffusion_loss": 0.48446887731552124
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 1.0249271392822266,
+      "train/diffusion_loss": 0.4709981381893158
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 224.0,
+      "debug/num_lat_total": 385.0,
+      "debug/num_tok_loss": 224.0,
+      "debug/num_tok_total": 385.0,
+      "epoch": 4.701612903225806,
+      "step": 390
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/ce_loss": 1.1814533472061157,
+      "train/diffusion_loss": 0.4995098114013672
+    },
+    {
+      "epoch": 4.701612903225806,
+      "step": 390,
+      "train/learning_rate_real": 3.321881652177783e-07
+    },
+    {
+      "debug/num_lat_loss": 85.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 85.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 0.5471852421760559,
+      "train/diffusion_loss": 0.43754008412361145
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 1.1535193920135498,
+      "train/diffusion_loss": 0.5339196920394897
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 0.9572536945343018,
+      "train/diffusion_loss": 0.5775936841964722
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 110.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 110.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 0.8130593299865723,
+      "train/diffusion_loss": 0.45154115557670593
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 200.0,
+      "debug/num_lat_total": 378.0,
+      "debug/num_tok_loss": 200.0,
+      "debug/num_tok_total": 378.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 1.395918369293213,
+      "train/diffusion_loss": 0.5025986433029175
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 106.0,
+      "debug/num_lat_total": 180.0,
+      "debug/num_tok_loss": 106.0,
+      "debug/num_tok_total": 180.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 0.8516082763671875,
+      "train/diffusion_loss": 0.42470991611480713
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 0.9867768287658691,
+      "train/diffusion_loss": 0.4987857937812805
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 1.2576850652694702,
+      "train/diffusion_loss": 0.43921998143196106
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 120.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 120.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 0.8354141116142273,
+      "train/diffusion_loss": 0.4354911744594574
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 237.0,
+      "debug/num_lat_total": 423.0,
+      "debug/num_tok_loss": 237.0,
+      "debug/num_tok_total": 423.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 1.5702831745147705,
+      "train/diffusion_loss": 0.5111851096153259
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 196.0,
+      "debug/num_lat_total": 337.0,
+      "debug/num_tok_loss": 196.0,
+      "debug/num_tok_total": 337.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 1.1605011224746704,
+      "train/diffusion_loss": 0.5377528667449951
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 235.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 235.0,
+      "epoch": 4.713709677419355,
+      "step": 391
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/ce_loss": 1.0744894742965698,
+      "train/diffusion_loss": 0.48930561542510986
+    },
+    {
+      "epoch": 4.713709677419355,
+      "step": 391,
+      "train/learning_rate_real": 2.9986473088384203e-07
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 1.151260495185852,
+      "train/diffusion_loss": 0.5349600315093994
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 1.3291131258010864,
+      "train/diffusion_loss": 0.4753657579421997
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 0.8775474429130554,
+      "train/diffusion_loss": 0.4522457420825958
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 189.0,
+      "debug/num_lat_total": 383.0,
+      "debug/num_tok_loss": 189.0,
+      "debug/num_tok_total": 383.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 1.2622826099395752,
+      "train/diffusion_loss": 0.5149229764938354
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 1.1766357421875,
+      "train/diffusion_loss": 0.5367383360862732
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 0.9208906888961792,
+      "train/diffusion_loss": 0.43032121658325195
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 100.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 100.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 0.8852500319480896,
+      "train/diffusion_loss": 0.4148370623588562
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 236.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 236.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 1.1289308071136475,
+      "train/diffusion_loss": 0.5237476229667664
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 0.969893753528595,
+      "train/diffusion_loss": 0.5141386985778809
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 1.275785207748413,
+      "train/diffusion_loss": 0.5052448511123657
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 0.7453534007072449,
+      "train/diffusion_loss": 0.4903453290462494
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 230.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 230.0,
+      "epoch": 4.725806451612903,
+      "step": 392
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/ce_loss": 0.7936817407608032,
+      "train/diffusion_loss": 0.5290816426277161
+    },
+    {
+      "epoch": 4.725806451612903,
+      "step": 392,
+      "train/learning_rate_real": 2.691859530591229e-07
+    },
+    {
+      "debug/num_lat_loss": 211.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 211.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 1.5097562074661255,
+      "train/diffusion_loss": 0.4789527952671051
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 1.0330129861831665,
+      "train/diffusion_loss": 0.5777367353439331
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 191.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 191.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 1.2475225925445557,
+      "train/diffusion_loss": 0.4600631296634674
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 238.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 238.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 1.0938787460327148,
+      "train/diffusion_loss": 0.4737537205219269
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 63.0,
+      "debug/num_lat_total": 257.0,
+      "debug/num_tok_loss": 63.0,
+      "debug/num_tok_total": 257.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 0.6008137464523315,
+      "train/diffusion_loss": 0.4021177887916565
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 0.7328816652297974,
+      "train/diffusion_loss": 0.4617443084716797
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 57.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 57.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 0.4673477113246918,
+      "train/diffusion_loss": 0.4252083897590637
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 269.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 269.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 0.7928991913795471,
+      "train/diffusion_loss": 0.4438745677471161
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 54.0,
+      "debug/num_lat_total": 169.0,
+      "debug/num_tok_loss": 54.0,
+      "debug/num_tok_total": 169.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 0.4271862804889679,
+      "train/diffusion_loss": 0.3766939640045166
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 199.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 199.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 1.2997887134552002,
+      "train/diffusion_loss": 0.6090653538703918
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 1.4150856733322144,
+      "train/diffusion_loss": 0.4873582720756531
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 4.737903225806452,
+      "step": 393
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/ce_loss": 1.1451009511947632,
+      "train/diffusion_loss": 0.584346354007721
+    },
+    {
+      "epoch": 4.737903225806452,
+      "step": 393,
+      "train/learning_rate_real": 2.4015387448756975e-07
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 0.8792826533317566,
+      "train/diffusion_loss": 0.45856520533561707
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 204.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 204.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 0.9789382815361023,
+      "train/diffusion_loss": 0.5075979232788086
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 1.4388033151626587,
+      "train/diffusion_loss": 0.49572163820266724
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 140.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 140.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 1.1129921674728394,
+      "train/diffusion_loss": 0.45512762665748596
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 0.84479159116745,
+      "train/diffusion_loss": 0.4743945300579071
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 253.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 253.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 0.7198547124862671,
+      "train/diffusion_loss": 0.49986371397972107
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 1.1421031951904297,
+      "train/diffusion_loss": 0.49795112013816833
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 1.0688984394073486,
+      "train/diffusion_loss": 0.46797478199005127
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 54.0,
+      "debug/num_lat_total": 167.0,
+      "debug/num_tok_loss": 54.0,
+      "debug/num_tok_total": 167.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 0.3561505079269409,
+      "train/diffusion_loss": 0.3495871126651764
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 101.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 101.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 0.9592422842979431,
+      "train/diffusion_loss": 0.5223740935325623
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 331.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 331.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 1.486445426940918,
+      "train/diffusion_loss": 0.5104137659072876
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 180.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 180.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 4.75,
+      "step": 394
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/ce_loss": 1.1524828672409058,
+      "train/diffusion_loss": 0.4554092586040497
+    },
+    {
+      "epoch": 4.75,
+      "step": 394,
+      "train/learning_rate_real": 2.127704282677806e-07
+    },
+    {
+      "debug/num_lat_loss": 233.0,
+      "debug/num_lat_total": 362.0,
+      "debug/num_tok_loss": 233.0,
+      "debug/num_tok_total": 362.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 1.2541049718856812,
+      "train/diffusion_loss": 0.5109924077987671
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 114.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 114.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 0.8673689961433411,
+      "train/diffusion_loss": 0.4711734652519226
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 287.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 287.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 0.998099684715271,
+      "train/diffusion_loss": 0.4864267408847809
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 82.0,
+      "debug/num_lat_total": 224.0,
+      "debug/num_tok_loss": 82.0,
+      "debug/num_tok_total": 224.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 0.5914201140403748,
+      "train/diffusion_loss": 0.4087207019329071
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 105.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 105.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 0.7405102252960205,
+      "train/diffusion_loss": 0.4391014575958252
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 0.9541584253311157,
+      "train/diffusion_loss": 0.5125109553337097
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 0.6907300353050232,
+      "train/diffusion_loss": 0.44283169507980347
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 0.8335933089256287,
+      "train/diffusion_loss": 0.46338266134262085
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 159.0,
+      "debug/num_lat_total": 320.0,
+      "debug/num_tok_loss": 159.0,
+      "debug/num_tok_total": 320.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 1.1169103384017944,
+      "train/diffusion_loss": 0.5569642782211304
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 0.8864979147911072,
+      "train/diffusion_loss": 0.5470444560050964
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 78.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 78.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 0.6434974670410156,
+      "train/diffusion_loss": 0.44025787711143494
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 355.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 355.0,
+      "epoch": 4.762096774193548,
+      "step": 395
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/ce_loss": 1.0161617994308472,
+      "train/diffusion_loss": 0.5412282347679138
+    },
+    {
+      "epoch": 4.762096774193548,
+      "step": 395,
+      "train/learning_rate_real": 1.870374377243078e-07
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 0.9758691191673279,
+      "train/diffusion_loss": 0.44546058773994446
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 0.8936949372291565,
+      "train/diffusion_loss": 0.43834903836250305
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 0.7957378029823303,
+      "train/diffusion_loss": 0.5386658310890198
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 365.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 365.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 1.363271951675415,
+      "train/diffusion_loss": 0.47057586908340454
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 117.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 117.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 0.5653406977653503,
+      "train/diffusion_loss": 0.4476621747016907
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 274.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 274.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 1.0071741342544556,
+      "train/diffusion_loss": 0.5185036063194275
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 112.0,
+      "debug/num_lat_total": 309.0,
+      "debug/num_tok_loss": 112.0,
+      "debug/num_tok_total": 309.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 0.8986180424690247,
+      "train/diffusion_loss": 0.5190434455871582
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 57.0,
+      "debug/num_lat_total": 196.0,
+      "debug/num_tok_loss": 57.0,
+      "debug/num_tok_total": 196.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 0.33755943179130554,
+      "train/diffusion_loss": 0.4343727231025696
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 0.9401454925537109,
+      "train/diffusion_loss": 0.4536147713661194
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 333.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 333.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 1.2079834938049316,
+      "train/diffusion_loss": 0.5857936143875122
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 1.0527238845825195,
+      "train/diffusion_loss": 0.469716340303421
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 277.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 277.0,
+      "epoch": 4.774193548387097,
+      "step": 396
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/ce_loss": 1.0050405263900757,
+      "train/diffusion_loss": 0.5455365777015686
+    },
+    {
+      "epoch": 4.774193548387097,
+      "step": 396,
+      "train/learning_rate_real": 1.6295661628624447e-07
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 1.0307847261428833,
+      "train/diffusion_loss": 0.534376859664917
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 188.0,
+      "debug/num_lat_total": 373.0,
+      "debug/num_tok_loss": 188.0,
+      "debug/num_tok_total": 373.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 1.189242959022522,
+      "train/diffusion_loss": 0.43505507707595825
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 178.0,
+      "debug/num_lat_total": 319.0,
+      "debug/num_tok_loss": 178.0,
+      "debug/num_tok_total": 319.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 1.3037052154541016,
+      "train/diffusion_loss": 0.4712353050708771
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 141.0,
+      "debug/num_lat_total": 323.0,
+      "debug/num_tok_loss": 141.0,
+      "debug/num_tok_total": 323.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 1.1178574562072754,
+      "train/diffusion_loss": 0.47590288519859314
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 80.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 80.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 0.7410219311714172,
+      "train/diffusion_loss": 0.38166192173957825
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 81.0,
+      "debug/num_lat_total": 220.0,
+      "debug/num_tok_loss": 81.0,
+      "debug/num_tok_total": 220.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 0.6649588942527771,
+      "train/diffusion_loss": 0.39383623003959656
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 1.0942084789276123,
+      "train/diffusion_loss": 0.5526540279388428
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 145.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 145.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 0.9067673683166504,
+      "train/diffusion_loss": 0.4510018825531006
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 259.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 259.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 1.2119777202606201,
+      "train/diffusion_loss": 0.5203050971031189
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 1.1424444913864136,
+      "train/diffusion_loss": 0.5068259835243225
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 395.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 395.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 1.478545069694519,
+      "train/diffusion_loss": 0.5521283745765686
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 367.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 367.0,
+      "epoch": 4.786290322580645,
+      "step": 397
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/ce_loss": 1.3473352193832397,
+      "train/diffusion_loss": 0.5147718787193298
+    },
+    {
+      "epoch": 4.786290322580645,
+      "step": 397,
+      "train/learning_rate_real": 1.4052956737314326e-07
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 0.8743054270744324,
+      "train/diffusion_loss": 0.46897050738334656
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 308.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 308.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 1.1133683919906616,
+      "train/diffusion_loss": 0.4949282705783844
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 288.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 288.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 1.3019402027130127,
+      "train/diffusion_loss": 0.4890787899494171
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 170.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 170.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 0.8179475665092468,
+      "train/diffusion_loss": 0.4050680994987488
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 0.6836499571800232,
+      "train/diffusion_loss": 0.45782455801963806
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 161.0,
+      "debug/num_lat_total": 360.0,
+      "debug/num_tok_loss": 161.0,
+      "debug/num_tok_total": 360.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 1.1299026012420654,
+      "train/diffusion_loss": 0.4894067049026489
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 324.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 324.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 1.382312536239624,
+      "train/diffusion_loss": 0.4479599595069885
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 1.322263479232788,
+      "train/diffusion_loss": 0.5153824687004089
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 167.0,
+      "debug/num_lat_total": 306.0,
+      "debug/num_tok_loss": 167.0,
+      "debug/num_tok_total": 306.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 1.4083995819091797,
+      "train/diffusion_loss": 0.5052690505981445
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 260.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 260.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 1.0986402034759521,
+      "train/diffusion_loss": 0.51677405834198
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 71.0,
+      "debug/num_lat_total": 145.0,
+      "debug/num_tok_loss": 71.0,
+      "debug/num_tok_total": 145.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 0.7285460829734802,
+      "train/diffusion_loss": 0.41166794300079346
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 137.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 137.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 4.798387096774194,
+      "step": 398
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/ce_loss": 0.9073165059089661,
+      "train/diffusion_loss": 0.5254834890365601
+    },
+    {
+      "epoch": 4.798387096774194,
+      "step": 398,
+      "train/learning_rate_real": 1.1975778428823524e-07
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 0.9208588600158691,
+      "train/diffusion_loss": 0.46590662002563477
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 285.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 285.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 0.849304735660553,
+      "train/diffusion_loss": 0.5650758147239685
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 0.6220688819885254,
+      "train/diffusion_loss": 0.5122838616371155
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "debug/num_lat_loss": 72.0,
+      "debug/num_lat_total": 216.0,
+      "debug/num_tok_loss": 72.0,
+      "debug/num_tok_total": 216.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 0.6898099780082703,
+      "train/diffusion_loss": 0.36662107706069946
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "debug/num_lat_loss": 150.0,
+      "debug/num_lat_total": 265.0,
+      "debug/num_tok_loss": 150.0,
+      "debug/num_tok_total": 265.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 1.115486741065979,
+      "train/diffusion_loss": 0.5199743509292603
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 211.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 211.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 0.6345220804214478,
+      "train/diffusion_loss": 0.40041571855545044
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 0.8249374032020569,
+      "train/diffusion_loss": 0.49154192209243774
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 300.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 300.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 0.905767560005188,
+      "train/diffusion_loss": 0.4469751715660095
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 280.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 280.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 0.8037444353103638,
+      "train/diffusion_loss": 0.4365290105342865
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 346.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 346.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 1.0295546054840088,
+      "train/diffusion_loss": 0.4687628149986267
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 254.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 254.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 1.1370769739151,
+      "train/diffusion_loss": 0.5177618265151978
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 276.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 276.0,
+      "epoch": 4.810483870967742,
+      "step": 399
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/ce_loss": 1.0290954113006592,
+      "train/diffusion_loss": 0.4784286916255951
+    },
+    {
+      "epoch": 4.810483870967742,
+      "step": 399,
+      "train/learning_rate_real": 1.006426501190233e-07
+    },
+    {
+      "epoch": 4.82258064516129,
+      "grad_norm": 21.63175392150879,
+      "learning_rate": 1.006426501190233e-07,
+      "loss": 17.5995,
+      "step": 400
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 1.3030401468276978,
+      "train/diffusion_loss": 0.4931234121322632
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 87.0,
+      "debug/num_lat_total": 270.0,
+      "debug/num_tok_loss": 87.0,
+      "debug/num_tok_total": 270.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 0.7758030295372009,
+      "train/diffusion_loss": 0.4286606013774872
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 1.1630408763885498,
+      "train/diffusion_loss": 0.4717627465724945
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 279.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 279.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 1.2043542861938477,
+      "train/diffusion_loss": 0.5619285106658936
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 1.144149899482727,
+      "train/diffusion_loss": 0.5005443692207336
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 0.7787220478057861,
+      "train/diffusion_loss": 0.40591877698898315
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 144.0,
+      "debug/num_lat_total": 329.0,
+      "debug/num_tok_loss": 144.0,
+      "debug/num_tok_total": 329.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 1.0287528038024902,
+      "train/diffusion_loss": 0.5212095379829407
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 138.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 138.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 1.1158101558685303,
+      "train/diffusion_loss": 0.4749632179737091
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 233.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 233.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 0.7013110518455505,
+      "train/diffusion_loss": 0.5289340019226074
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 133.0,
+      "debug/num_lat_total": 272.0,
+      "debug/num_tok_loss": 133.0,
+      "debug/num_tok_total": 272.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 0.9799324870109558,
+      "train/diffusion_loss": 0.48984017968177795
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 348.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 348.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 1.2262158393859863,
+      "train/diffusion_loss": 0.5282100439071655
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 4.82258064516129,
+      "step": 400
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/ce_loss": 0.944449782371521,
+      "train/diffusion_loss": 0.5313720703125
+    },
+    {
+      "epoch": 4.82258064516129,
+      "step": 400,
+      "train/learning_rate_real": 8.318543764516961e-08
+    },
+    {
+      "debug/num_lat_loss": 197.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 197.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 1.4045915603637695,
+      "train/diffusion_loss": 0.48156172037124634
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 162.0,
+      "debug/num_lat_total": 345.0,
+      "debug/num_tok_loss": 162.0,
+      "debug/num_tok_total": 345.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 1.1497780084609985,
+      "train/diffusion_loss": 0.49064937233924866
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 1.1941535472869873,
+      "train/diffusion_loss": 0.4716729521751404
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 1.0811415910720825,
+      "train/diffusion_loss": 0.5142590999603271
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 0.8608441948890686,
+      "train/diffusion_loss": 0.4405832886695862
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 258.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 258.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 1.0599011182785034,
+      "train/diffusion_loss": 0.4506996273994446
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 59.0,
+      "debug/num_lat_total": 198.0,
+      "debug/num_tok_loss": 59.0,
+      "debug/num_tok_total": 198.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 0.4665410816669464,
+      "train/diffusion_loss": 0.4090209901332855
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 206.0,
+      "debug/num_lat_total": 328.0,
+      "debug/num_tok_loss": 206.0,
+      "debug/num_tok_total": 328.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 1.3981256484985352,
+      "train/diffusion_loss": 0.5084714293479919
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 176.0,
+      "debug/num_lat_total": 375.0,
+      "debug/num_tok_loss": 176.0,
+      "debug/num_tok_total": 375.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 1.3181484937667847,
+      "train/diffusion_loss": 0.4540252685546875
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 229.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 229.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 1.014577031135559,
+      "train/diffusion_loss": 0.4929276704788208
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 344.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 344.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 1.4416865110397339,
+      "train/diffusion_loss": 0.5353358387947083
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 198.0,
+      "debug/num_lat_total": 298.0,
+      "debug/num_tok_loss": 198.0,
+      "debug/num_tok_total": 298.0,
+      "epoch": 4.834677419354839,
+      "step": 401
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/ce_loss": 0.9297215342521667,
+      "train/diffusion_loss": 0.4731534719467163
+    },
+    {
+      "epoch": 4.834677419354839,
+      "step": 401,
+      "train/learning_rate_real": 6.73873092537497e-08
+    },
+    {
+      "debug/num_lat_loss": 165.0,
+      "debug/num_lat_total": 294.0,
+      "debug/num_tok_loss": 165.0,
+      "debug/num_tok_total": 294.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 1.086927056312561,
+      "train/diffusion_loss": 0.5725882649421692
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 182.0,
+      "debug/num_lat_total": 363.0,
+      "debug/num_tok_loss": 182.0,
+      "debug/num_tok_total": 363.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 1.193071961402893,
+      "train/diffusion_loss": 0.449858158826828
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 56.0,
+      "debug/num_lat_total": 185.0,
+      "debug/num_tok_loss": 56.0,
+      "debug/num_tok_total": 185.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 0.5202589631080627,
+      "train/diffusion_loss": 0.39378827810287476
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 1.2107436656951904,
+      "train/diffusion_loss": 0.473393976688385
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 75.0,
+      "debug/num_lat_total": 193.0,
+      "debug/num_tok_loss": 75.0,
+      "debug/num_tok_total": 193.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 0.5199507474899292,
+      "train/diffusion_loss": 0.38160887360572815
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 267.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 267.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 0.6198580265045166,
+      "train/diffusion_loss": 0.4063684940338135
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 303.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 303.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 1.0855458974838257,
+      "train/diffusion_loss": 0.4974866807460785
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 1.2348943948745728,
+      "train/diffusion_loss": 0.4776819348335266
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 93.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 93.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 0.6372946500778198,
+      "train/diffusion_loss": 0.38151007890701294
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 301.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 301.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 1.0551881790161133,
+      "train/diffusion_loss": 0.4359709918498993
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 127.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 127.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 0.93808913230896,
+      "train/diffusion_loss": 0.47437113523483276
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 243.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 243.0,
+      "epoch": 4.846774193548387,
+      "step": 402
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/ce_loss": 0.6134750843048096,
+      "train/diffusion_loss": 0.48616984486579895
+    },
+    {
+      "epoch": 4.846774193548387,
+      "step": 402,
+      "train/learning_rate_real": 5.324931686186973e-08
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 264.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 264.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 0.94629967212677,
+      "train/diffusion_loss": 0.5542328953742981
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 136.0,
+      "debug/num_lat_total": 232.0,
+      "debug/num_tok_loss": 136.0,
+      "debug/num_tok_total": 232.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 0.8304721117019653,
+      "train/diffusion_loss": 0.4640801250934601
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 286.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 286.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 1.0834002494812012,
+      "train/diffusion_loss": 0.5093133449554443
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 256.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 256.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 0.8686416745185852,
+      "train/diffusion_loss": 0.46089842915534973
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 86.0,
+      "debug/num_lat_total": 186.0,
+      "debug/num_tok_loss": 86.0,
+      "debug/num_tok_total": 186.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 0.6469388008117676,
+      "train/diffusion_loss": 0.37850046157836914
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 185.0,
+      "debug/num_lat_total": 327.0,
+      "debug/num_tok_loss": 185.0,
+      "debug/num_tok_total": 327.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 1.1782243251800537,
+      "train/diffusion_loss": 0.558164656162262
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 52.0,
+      "debug/num_lat_total": 248.0,
+      "debug/num_tok_loss": 52.0,
+      "debug/num_tok_total": 248.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 0.5759130716323853,
+      "train/diffusion_loss": 0.3599555790424347
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 135.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 135.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 1.1646543741226196,
+      "train/diffusion_loss": 0.4890505075454712
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 163.0,
+      "debug/num_lat_total": 278.0,
+      "debug/num_tok_loss": 163.0,
+      "debug/num_tok_total": 278.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 1.2440439462661743,
+      "train/diffusion_loss": 0.5182467103004456
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 88.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 88.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 0.713512122631073,
+      "train/diffusion_loss": 0.4709458351135254
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 1.125653862953186,
+      "train/diffusion_loss": 0.5326719880104065
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 153.0,
+      "debug/num_lat_total": 266.0,
+      "debug/num_tok_loss": 153.0,
+      "debug/num_tok_total": 266.0,
+      "epoch": 4.858870967741936,
+      "step": 403
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/ce_loss": 1.1980146169662476,
+      "train/diffusion_loss": 0.44759300351142883
+    },
+    {
+      "epoch": 4.858870967741936,
+      "step": 403,
+      "train/learning_rate_real": 4.07724018466088e-08
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 216.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 216.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 0.9015493392944336,
+      "train/diffusion_loss": 0.47455108165740967
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 179.0,
+      "debug/num_lat_total": 361.0,
+      "debug/num_tok_loss": 179.0,
+      "debug/num_tok_total": 361.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 1.1457693576812744,
+      "train/diffusion_loss": 0.4592057466506958
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 131.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 131.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 1.0478832721710205,
+      "train/diffusion_loss": 0.49398699402809143
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 0.7621217370033264,
+      "train/diffusion_loss": 0.45166638493537903
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 70.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 70.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 0.5986429452896118,
+      "train/diffusion_loss": 0.4734150469303131
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 115.0,
+      "debug/num_lat_total": 295.0,
+      "debug/num_tok_loss": 115.0,
+      "debug/num_tok_total": 295.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 0.9136485457420349,
+      "train/diffusion_loss": 0.4418632686138153
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 404.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 404.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 1.057111144065857,
+      "train/diffusion_loss": 0.5877075791358948
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 1.2335065603256226,
+      "train/diffusion_loss": 0.45596733689308167
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 351.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 351.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 1.2740241289138794,
+      "train/diffusion_loss": 0.5727887153625488
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 186.0,
+      "debug/num_lat_total": 380.0,
+      "debug/num_tok_loss": 186.0,
+      "debug/num_tok_total": 380.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 1.1539140939712524,
+      "train/diffusion_loss": 0.5085572004318237
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 103.0,
+      "debug/num_lat_total": 218.0,
+      "debug/num_tok_loss": 103.0,
+      "debug/num_tok_total": 218.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 0.9580118060112,
+      "train/diffusion_loss": 0.49367305636405945
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 311.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 311.0,
+      "epoch": 4.870967741935484,
+      "step": 404
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/ce_loss": 0.8193440437316895,
+      "train/diffusion_loss": 0.5046930909156799
+    },
+    {
+      "epoch": 4.870967741935484,
+      "step": 404,
+      "train/learning_rate_real": 2.995739498234118e-08
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 234.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 234.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 0.8219959735870361,
+      "train/diffusion_loss": 0.477979451417923
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 166.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 166.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 1.0524722337722778,
+      "train/diffusion_loss": 0.47135505080223083
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 173.0,
+      "debug/num_lat_total": 317.0,
+      "debug/num_tok_loss": 173.0,
+      "debug/num_tok_total": 317.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 1.3529994487762451,
+      "train/diffusion_loss": 0.5016924142837524
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 128.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 128.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 1.0386861562728882,
+      "train/diffusion_loss": 0.5150405168533325
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 190.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 190.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 0.940349817276001,
+      "train/diffusion_loss": 0.43891358375549316
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 171.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 171.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 1.1702139377593994,
+      "train/diffusion_loss": 0.49715107679367065
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 147.0,
+      "debug/num_lat_total": 313.0,
+      "debug/num_tok_loss": 147.0,
+      "debug/num_tok_total": 313.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 0.9728965163230896,
+      "train/diffusion_loss": 0.5013085603713989
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 155.0,
+      "debug/num_lat_total": 338.0,
+      "debug/num_tok_loss": 155.0,
+      "debug/num_tok_total": 338.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 1.0772693157196045,
+      "train/diffusion_loss": 0.47182735800743103
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 214.0,
+      "debug/num_lat_total": 314.0,
+      "debug/num_tok_loss": 214.0,
+      "debug/num_tok_total": 314.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 1.3837146759033203,
+      "train/diffusion_loss": 0.5356659889221191
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 183.0,
+      "debug/num_lat_total": 322.0,
+      "debug/num_tok_loss": 183.0,
+      "debug/num_tok_total": 322.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 1.020943522453308,
+      "train/diffusion_loss": 0.5870556831359863
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 199.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 199.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 0.7515980005264282,
+      "train/diffusion_loss": 0.4766961932182312
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 4.883064516129032,
+      "step": 405
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/ce_loss": 0.9987037777900696,
+      "train/diffusion_loss": 0.49579331278800964
+    },
+    {
+      "epoch": 4.883064516129032,
+      "step": 405,
+      "train/learning_rate_real": 2.0805016385427865e-08
+    },
+    {
+      "debug/num_lat_loss": 130.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 130.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 1.201340913772583,
+      "train/diffusion_loss": 0.4966687262058258
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 90.0,
+      "debug/num_lat_total": 251.0,
+      "debug/num_tok_loss": 90.0,
+      "debug/num_tok_total": 251.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 0.8099673390388489,
+      "train/diffusion_loss": 0.4559139013290405
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 218.0,
+      "debug/num_lat_total": 292.0,
+      "debug/num_tok_loss": 218.0,
+      "debug/num_tok_total": 292.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 1.3966671228408813,
+      "train/diffusion_loss": 0.5404685139656067
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 109.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 109.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 1.0605032444000244,
+      "train/diffusion_loss": 0.4552648365497589
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 175.0,
+      "debug/num_lat_total": 293.0,
+      "debug/num_tok_loss": 175.0,
+      "debug/num_tok_total": 293.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 1.349128246307373,
+      "train/diffusion_loss": 0.5335080027580261
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 356.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 356.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 1.3687766790390015,
+      "train/diffusion_loss": 0.5540396571159363
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 268.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 268.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 1.2007322311401367,
+      "train/diffusion_loss": 0.4654350280761719
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 200.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 200.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 0.9744999408721924,
+      "train/diffusion_loss": 0.5700255632400513
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 119.0,
+      "debug/num_lat_total": 219.0,
+      "debug/num_tok_loss": 119.0,
+      "debug/num_tok_total": 219.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 1.1360430717468262,
+      "train/diffusion_loss": 0.5616012811660767
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 160.0,
+      "debug/num_lat_total": 341.0,
+      "debug/num_tok_loss": 160.0,
+      "debug/num_tok_total": 341.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 1.0805429220199585,
+      "train/diffusion_loss": 0.630264937877655
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 1.1525462865829468,
+      "train/diffusion_loss": 0.532045304775238
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 142.0,
+      "debug/num_lat_total": 336.0,
+      "debug/num_tok_loss": 142.0,
+      "debug/num_tok_total": 336.0,
+      "epoch": 4.895161290322581,
+      "step": 406
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/ce_loss": 0.994036078453064,
+      "train/diffusion_loss": 0.4697556793689728
+    },
+    {
+      "epoch": 4.895161290322581,
+      "step": 406,
+      "train/learning_rate_real": 1.3315875466257677e-08
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 205.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 205.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 0.5518178939819336,
+      "train/diffusion_loss": 0.35770300030708313
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 157.0,
+      "debug/num_lat_total": 334.0,
+      "debug/num_tok_loss": 157.0,
+      "debug/num_tok_total": 334.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 1.1006768941879272,
+      "train/diffusion_loss": 0.5257201194763184
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 134.0,
+      "debug/num_lat_total": 250.0,
+      "debug/num_tok_loss": 134.0,
+      "debug/num_tok_total": 250.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 1.2834194898605347,
+      "train/diffusion_loss": 0.4483780860900879
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 289.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 289.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 0.6877935528755188,
+      "train/diffusion_loss": 0.45487019419670105
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 91.0,
+      "debug/num_lat_total": 246.0,
+      "debug/num_tok_loss": 91.0,
+      "debug/num_tok_total": 246.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 0.8396747708320618,
+      "train/diffusion_loss": 0.5129491686820984
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 92.0,
+      "debug/num_lat_total": 247.0,
+      "debug/num_tok_loss": 92.0,
+      "debug/num_tok_total": 247.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 0.7637776136398315,
+      "train/diffusion_loss": 0.44256651401519775
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 164.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 164.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 1.227360486984253,
+      "train/diffusion_loss": 0.5217622518539429
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 190.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 190.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 1.369507074356079,
+      "train/diffusion_loss": 0.4674156904220581
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 124.0,
+      "debug/num_lat_total": 318.0,
+      "debug/num_tok_loss": 124.0,
+      "debug/num_tok_total": 318.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 1.065316081047058,
+      "train/diffusion_loss": 0.5064800381660461
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 132.0,
+      "debug/num_lat_total": 312.0,
+      "debug/num_tok_loss": 132.0,
+      "debug/num_tok_total": 312.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 0.8151803612709045,
+      "train/diffusion_loss": 0.5253448486328125
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 99.0,
+      "debug/num_lat_total": 282.0,
+      "debug/num_tok_loss": 99.0,
+      "debug/num_tok_total": 282.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 0.7955830693244934,
+      "train/diffusion_loss": 0.44731393456459045
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 73.0,
+      "debug/num_lat_total": 202.0,
+      "debug/num_tok_loss": 73.0,
+      "debug/num_tok_total": 202.0,
+      "epoch": 4.907258064516129,
+      "step": 407
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/ce_loss": 0.5497980713844299,
+      "train/diffusion_loss": 0.5338848829269409
+    },
+    {
+      "epoch": 4.907258064516129,
+      "step": 407,
+      "train/learning_rate_real": 7.49047088866861e-09
+    },
+    {
+      "debug/num_lat_loss": 168.0,
+      "debug/num_lat_total": 307.0,
+      "debug/num_tok_loss": 168.0,
+      "debug/num_tok_total": 307.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 1.2496814727783203,
+      "train/diffusion_loss": 0.5512647032737732
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 96.0,
+      "debug/num_lat_total": 237.0,
+      "debug/num_tok_loss": 96.0,
+      "debug/num_tok_total": 237.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 0.8653305172920227,
+      "train/diffusion_loss": 0.47699177265167236
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 177.0,
+      "debug/num_lat_total": 343.0,
+      "debug/num_tok_loss": 177.0,
+      "debug/num_tok_total": 343.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 1.199941635131836,
+      "train/diffusion_loss": 0.43816739320755005
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 89.0,
+      "debug/num_lat_total": 228.0,
+      "debug/num_tok_loss": 89.0,
+      "debug/num_tok_total": 228.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 0.6816259026527405,
+      "train/diffusion_loss": 0.46393680572509766
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 68.0,
+      "debug/num_lat_total": 231.0,
+      "debug/num_tok_loss": 68.0,
+      "debug/num_tok_total": 231.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 0.525384247303009,
+      "train/diffusion_loss": 0.4719659090042114
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 116.0,
+      "debug/num_lat_total": 255.0,
+      "debug/num_tok_loss": 116.0,
+      "debug/num_tok_total": 255.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 0.921209990978241,
+      "train/diffusion_loss": 0.45645397901535034
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 104.0,
+      "debug/num_lat_total": 222.0,
+      "debug/num_tok_loss": 104.0,
+      "debug/num_tok_total": 222.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 0.6884411573410034,
+      "train/diffusion_loss": 0.43094316124916077
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 0.6596442461013794,
+      "train/diffusion_loss": 0.45125967264175415
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 126.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 126.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 0.7883872985839844,
+      "train/diffusion_loss": 0.459975928068161
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 97.0,
+      "debug/num_lat_total": 171.0,
+      "debug/num_tok_loss": 97.0,
+      "debug/num_tok_total": 171.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 0.7241421937942505,
+      "train/diffusion_loss": 0.5012770891189575
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 192.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 192.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 0.8888716697692871,
+      "train/diffusion_loss": 0.49799594283103943
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 198.0,
+      "debug/num_lat_total": 378.0,
+      "debug/num_tok_loss": 198.0,
+      "debug/num_tok_total": 378.0,
+      "epoch": 4.919354838709677,
+      "step": 408
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/ce_loss": 1.296446442604065,
+      "train/diffusion_loss": 0.5743337273597717
+    },
+    {
+      "epoch": 4.919354838709677,
+      "step": 408,
+      "train/learning_rate_real": 3.3291905367577313e-09
+    },
+    {
+      "debug/num_lat_loss": 129.0,
+      "debug/num_lat_total": 310.0,
+      "debug/num_tok_loss": 129.0,
+      "debug/num_tok_total": 310.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 1.0766054391860962,
+      "train/diffusion_loss": 0.4878357946872711
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "debug/num_lat_loss": 122.0,
+      "debug/num_lat_total": 305.0,
+      "debug/num_tok_loss": 122.0,
+      "debug/num_tok_total": 305.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 0.9496350884437561,
+      "train/diffusion_loss": 0.4549309015274048
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "debug/num_lat_loss": 149.0,
+      "debug/num_lat_total": 332.0,
+      "debug/num_tok_loss": 149.0,
+      "debug/num_tok_total": 332.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 1.0778406858444214,
+      "train/diffusion_loss": 0.5582878589630127
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "debug/num_lat_loss": 205.0,
+      "debug/num_lat_total": 386.0,
+      "debug/num_tok_loss": 205.0,
+      "debug/num_tok_total": 386.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 1.536064624786377,
+      "train/diffusion_loss": 0.4960058927536011
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "debug/num_lat_loss": 102.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 102.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 0.7469577193260193,
+      "train/diffusion_loss": 0.43706372380256653
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "debug/num_lat_loss": 175.0,
+      "debug/num_lat_total": 316.0,
+      "debug/num_tok_loss": 175.0,
+      "debug/num_tok_total": 316.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 1.0772297382354736,
+      "train/diffusion_loss": 0.513507604598999
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "debug/num_lat_loss": 107.0,
+      "debug/num_lat_total": 273.0,
+      "debug/num_tok_loss": 107.0,
+      "debug/num_tok_total": 273.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 0.9676967859268188,
+      "train/diffusion_loss": 0.47669410705566406
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "debug/num_lat_loss": 156.0,
+      "debug/num_lat_total": 339.0,
+      "debug/num_tok_loss": 156.0,
+      "debug/num_tok_total": 339.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 1.1754628419876099,
+      "train/diffusion_loss": 0.49681586027145386
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "debug/num_lat_loss": 172.0,
+      "debug/num_lat_total": 290.0,
+      "debug/num_tok_loss": 172.0,
+      "debug/num_tok_total": 290.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 0.8383948802947998,
+      "train/diffusion_loss": 0.4646143317222595
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "debug/num_lat_loss": 194.0,
+      "debug/num_lat_total": 335.0,
+      "debug/num_tok_loss": 194.0,
+      "debug/num_tok_total": 335.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 1.3025398254394531,
+      "train/diffusion_loss": 0.4746813178062439
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "debug/num_lat_loss": 108.0,
+      "debug/num_lat_total": 226.0,
+      "debug/num_tok_loss": 108.0,
+      "debug/num_tok_total": 226.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 1.0451277494430542,
+      "train/diffusion_loss": 0.4912298619747162
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "debug/num_lat_loss": 94.0,
+      "debug/num_lat_total": 210.0,
+      "debug/num_tok_loss": 94.0,
+      "debug/num_tok_total": 210.0,
+      "epoch": 4.931451612903226,
+      "step": 409
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/ce_loss": 0.8413041830062866,
+      "train/diffusion_loss": 0.4571881592273712
+    },
+    {
+      "epoch": 4.931451612903226,
+      "step": 409,
+      "train/learning_rate_real": 8.323114890379513e-10
+    },
+    {
+      "epoch": 4.943548387096774,
+      "grad_norm": 21.70566749572754,
+      "learning_rate": 8.323114890379513e-10,
+      "loss": 17.6975,
+      "step": 410
+    }
+  ],
+  "logging_steps": 10,
+  "max_steps": 410,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 5,
+  "save_steps": 1450,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 3.975791733759555e+16,
+  "train_batch_size": 1,
+  "trial_name": null,
+  "trial_params": null
+}
diff --git a/lor/.gitattributes b/lor/.gitattributes
new file mode 100644
index 0000000000000000000000000000000000000000..4719671f8fd2cc39a9555e1fccfb8c3597853392
--- /dev/null
+++ b/lor/.gitattributes
@@ -0,0 +1,67 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.avro filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
+VibeVoice-finetuning/checkpoint-2900/trainer_state.json filter=lfs diff=lfs merge=lfs -text
+VibeVoice-finetuning/checkpoint-3600/trainer_state.json filter=lfs diff=lfs merge=lfs -text
+VibeVoice-finetuning/wandb/run-20260218_142500-puguclmi/run-puguclmi.wandb filter=lfs diff=lfs merge=lfs -text
+VibeVoice-finetuning/wandb/run-20260218_143617-09tsct60/run-09tsct60.wandb filter=lfs diff=lfs merge=lfs -text
+VibeVoice-finetuning/wandb/run-20260218_144236-a0h99ykt/run-a0h99ykt.wandb filter=lfs diff=lfs merge=lfs -text
+VibeVoice-finetuning/wandb/run-20260218_174129-ppslurye/files/output.log filter=lfs diff=lfs merge=lfs -text
+VibeVoice-finetuning/wandb/run-20260218_174129-ppslurye/run-ppslurye.wandb filter=lfs diff=lfs merge=lfs -text
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/lora/README.md b/lor/VibeVoice-finetuning/checkpoint-3600/lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..c1afcaf972b295a9ff10697d1e91429640dd447a
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/lora/README.md
@@ -0,0 +1,202 @@
+---
+base_model: ''
+library_name: peft
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.7.1
\ No newline at end of file
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/lora/acoustic_connector/pytorch_model.bin b/lor/VibeVoice-finetuning/checkpoint-3600/lora/acoustic_connector/pytorch_model.bin
new file mode 100644
index 0000000000000000000000000000000000000000..d3e3b76dbadf75062c2fcf9b7c46bf426baa1428
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/lora/acoustic_connector/pytorch_model.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b88dadd781938d55285c2239be35bbdd41c7c2e0f6b783c2d6a0f1b99505ba4
+size 4927259
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/lora/adapter_config.json b/lor/VibeVoice-finetuning/checkpoint-3600/lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f83df09ed90af364461de81df769046491b55c5
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/lora/adapter_config.json
@@ -0,0 +1,31 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 128,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 64,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "o_proj",
+    "v_proj",
+    "gate_proj",
+    "k_proj",
+    "down_proj",
+    "q_proj",
+    "up_proj"
+  ],
+  "task_type": "CAUSAL_LM"
+}
\ No newline at end of file
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/lora/adapter_model.safetensors b/lor/VibeVoice-finetuning/checkpoint-3600/lora/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..1d5065a51da5889a5d7f9c2f775bb7c9d1cbba7f
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/lora/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1a82671ca5f79aa3997af0e98a18686d60ea239fc8621083515be3b4c247377
+size 295486584
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head/config.json b/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..365a68347c4c2ac8aa2977eb617d6c0fa1c5e0a7
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head/config.json
@@ -0,0 +1,20 @@
+{
+  "architectures": [
+    "VibeVoiceDiffusionHead"
+  ],
+  "ddpm_batch_mul": 4,
+  "ddpm_beta_schedule": "cosine",
+  "ddpm_num_inference_steps": 20,
+  "ddpm_num_steps": 1000,
+  "diffusion_type": "ddpm",
+  "head_ffn_ratio": 3.0,
+  "head_layers": 4,
+  "hidden_size": 1536,
+  "latent_size": 64,
+  "model_type": "vibevoice_diffusion_head",
+  "prediction_type": "v_prediction",
+  "rms_norm_eps": 1e-05,
+  "speech_vae_dim": 64,
+  "torch_dtype": "float32",
+  "transformers_version": "4.51.3"
+}
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head/diffusion_head_full.bin b/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head/diffusion_head_full.bin
new file mode 100644
index 0000000000000000000000000000000000000000..f0967ab2e29bafc0785ac246c5bf1895148aa4da
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head/diffusion_head_full.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79dea97375ca53510d2bd5e54de769ab2a3e6790a133d1522b1c8345c6da7926
+size 493128917
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head/model.safetensors b/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head/model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..0502d5fac714e96df787fac327e6fedc758826b1
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head/model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca4e00d13878abba7408587b100d14678b8f4b9408a47af3ee81e1e57bc792c4
+size 493120120
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head_full.bin b/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head_full.bin
new file mode 100644
index 0000000000000000000000000000000000000000..f0967ab2e29bafc0785ac246c5bf1895148aa4da
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/lora/diffusion_head_full.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79dea97375ca53510d2bd5e54de769ab2a3e6790a133d1522b1c8345c6da7926
+size 493128917
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/lora/semantic_connector/pytorch_model.bin b/lor/VibeVoice-finetuning/checkpoint-3600/lora/semantic_connector/pytorch_model.bin
new file mode 100644
index 0000000000000000000000000000000000000000..111a9e20d39bec491a93537da82f8bf9d5f36a65
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/lora/semantic_connector/pytorch_model.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abf1e11c63eab8288c5fb88c1dff0f4a771ae717fcc318a261bde35af562a653
+size 5123867
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/optimizer.pt b/lor/VibeVoice-finetuning/checkpoint-3600/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..14109c378466fc62d1749aceaec892018e7d15c2
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0eb993e6b90063537f565efd745aec18c47ae481d009668ee0088671edf0c982
+size 1577460553
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/pytorch_model.bin b/lor/VibeVoice-finetuning/checkpoint-3600/pytorch_model.bin
new file mode 100644
index 0000000000000000000000000000000000000000..aab0ffaaf90ab4660c6328c073780b5465ac9cb3
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/pytorch_model.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd7e0ada6dfb700d5bec74f5f5dab751c4b3a1982517ac374735d3b15512b866
+size 1297
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/rng_state.pth b/lor/VibeVoice-finetuning/checkpoint-3600/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c0c475cd04701d24850ade247be915155f1859aa
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d25a7c7d1067e773f6d82591af38a527c985cbf77cf6fa1669c5e0f34639696a
+size 14645
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/scaler.pt b/lor/VibeVoice-finetuning/checkpoint-3600/scaler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fd1f35ef2cf175c1ed9b79f1ae77c738a761b0a7
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/scaler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0de07336841d438b92ac2af437c756d5b1eee4a3bd0fc209eb2ee92c1bfa99d5
+size 1383
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/scheduler.pt b/lor/VibeVoice-finetuning/checkpoint-3600/scheduler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8b8203d3fc87cb3bb0e04819e023bfd4a9a6907f
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/scheduler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d57670db4371b577ca4e2f4f0b7c1d8f62a839b54700a8fd81b62af2cf43b53
+size 1465
diff --git a/lor/VibeVoice-finetuning/checkpoint-3600/trainer_state.json b/lor/VibeVoice-finetuning/checkpoint-3600/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fca5f987e2a29137471d1c9281e4b82da0c3c4c
--- /dev/null
+++ b/lor/VibeVoice-finetuning/checkpoint-3600/trainer_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5232a642db5aa76ada77dd14ba3d448982b076eff22046f389e0c9dab47cff5a
+size 17479811
diff --git a/lora/README.md b/lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..c1afcaf972b295a9ff10697d1e91429640dd447a
--- /dev/null
+++ b/lora/README.md
@@ -0,0 +1,202 @@
+---
+base_model: ''
+library_name: peft
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.7.1
\ No newline at end of file
diff --git a/lora/acoustic_connector/pytorch_model.bin b/lora/acoustic_connector/pytorch_model.bin
new file mode 100644
index 0000000000000000000000000000000000000000..d3e3b76dbadf75062c2fcf9b7c46bf426baa1428
--- /dev/null
+++ b/lora/acoustic_connector/pytorch_model.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b88dadd781938d55285c2239be35bbdd41c7c2e0f6b783c2d6a0f1b99505ba4
+size 4927259
diff --git a/lora/adapter_config.json b/lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..f709f3df87f1b039c4235c29adc222812e22cf7a
--- /dev/null
+++ b/lora/adapter_config.json
@@ -0,0 +1,31 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 128,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 64,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "k_proj",
+    "gate_proj",
+    "o_proj",
+    "v_proj",
+    "up_proj",
+    "down_proj",
+    "q_proj"
+  ],
+  "task_type": "CAUSAL_LM"
+}
\ No newline at end of file
diff --git a/lora/adapter_model.safetensors b/lora/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..9874b8341e46f283c5a3e93de8244fcdd4d66df7
--- /dev/null
+++ b/lora/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:889c3f7e1672c82a570bebe7f461038f9e2531131017a0c86b0117b0f8867e9b
+size 295486584
diff --git a/lora/diffusion_head/config.json b/lora/diffusion_head/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..365a68347c4c2ac8aa2977eb617d6c0fa1c5e0a7
--- /dev/null
+++ b/lora/diffusion_head/config.json
@@ -0,0 +1,20 @@
+{
+  "architectures": [
+    "VibeVoiceDiffusionHead"
+  ],
+  "ddpm_batch_mul": 4,
+  "ddpm_beta_schedule": "cosine",
+  "ddpm_num_inference_steps": 20,
+  "ddpm_num_steps": 1000,
+  "diffusion_type": "ddpm",
+  "head_ffn_ratio": 3.0,
+  "head_layers": 4,
+  "hidden_size": 1536,
+  "latent_size": 64,
+  "model_type": "vibevoice_diffusion_head",
+  "prediction_type": "v_prediction",
+  "rms_norm_eps": 1e-05,
+  "speech_vae_dim": 64,
+  "torch_dtype": "float32",
+  "transformers_version": "4.51.3"
+}
diff --git a/lora/diffusion_head/diffusion_head_full.bin b/lora/diffusion_head/diffusion_head_full.bin
new file mode 100644
index 0000000000000000000000000000000000000000..b1b08f5c154050879333fe1f6ef69a86606e3c6e
--- /dev/null
+++ b/lora/diffusion_head/diffusion_head_full.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c0874da5e7839e610ad587f7cccae05d4d90e23153fdcf5cde495d753fc589c
+size 493128917
diff --git a/lora/diffusion_head/model.safetensors b/lora/diffusion_head/model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..36f50069704dcd47427fbf1412a7e50a9b9f6c7a
--- /dev/null
+++ b/lora/diffusion_head/model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:679b5647cfd0076e3d206f2855fd61e206c987a170fdc20a380a1a05d2aff47a
+size 493120120
diff --git a/lora/diffusion_head_full.bin b/lora/diffusion_head_full.bin
new file mode 100644
index 0000000000000000000000000000000000000000..b1b08f5c154050879333fe1f6ef69a86606e3c6e
--- /dev/null
+++ b/lora/diffusion_head_full.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c0874da5e7839e610ad587f7cccae05d4d90e23153fdcf5cde495d753fc589c
+size 493128917
diff --git a/lora/semantic_connector/pytorch_model.bin b/lora/semantic_connector/pytorch_model.bin
new file mode 100644
index 0000000000000000000000000000000000000000..111a9e20d39bec491a93537da82f8bf9d5f36a65
--- /dev/null
+++ b/lora/semantic_connector/pytorch_model.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abf1e11c63eab8288c5fb88c1dff0f4a771ae717fcc318a261bde35af562a653
+size 5123867
diff --git a/preprocessed/.gitattributes b/preprocessed/.gitattributes
new file mode 100644
index 0000000000000000000000000000000000000000..bed0738c7eeb449bca98b5d2f33c89a1ee56349a
--- /dev/null
+++ b/preprocessed/.gitattributes
@@ -0,0 +1,60 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.avro filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
diff --git a/preprocessed/preprocessed_batches.pt b/preprocessed/preprocessed_batches.pt
new file mode 100644
index 0000000000000000000000000000000000000000..953a8d845ae34ae680ee5f3ed14201ee38afcd55
--- /dev/null
+++ b/preprocessed/preprocessed_batches.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cdc94373adbe2432d986c30e1a9c212246bdef25416046977ea89a24655ccb9
+size 5094562383