Delete runs/smoketest/exp_c

runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0a7a63529a9ff9e2291d0b26770ce488cd33dec4815eae468d8725b478f80933
-size 479869116

runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:afbf834eb6e2d5a54d18c898aec662a353803d12f6b37cdac777e1d91602cd52
-size 479869116

runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d254b04fee60ede895c36bc25fb919061f06a264128ee9aae793e7f4b54f7fca
-size 479869116

runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2253ec0640058812c4320568694405db68458308945d1ae63b0ac87cb677d929
-size 479869116

runs/smoketest/exp_c/run_20260408_121550/checkpoints/last_epoch_0004_step_0000012.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:dc2e68478836aabcb5c4611ef3b2b0a5b3763071f9f6d061cf6c57160f8b7184
-size 479860104

runs/smoketest/exp_c/run_20260408_121550/config.json

@@ -1,68 +0,0 @@
-{
-  "preprocess": null,
-  "model": {
-    "vocab_size": 50258,
-    "pad_token_id": 50257,
-    "bos_token_id": 50256,
-    "eos_token_id": 50256,
-    "d_model": 384,
-    "n_layers": 14,
-    "n_heads": 6,
-    "d_ff": 768,
-    "context_length": 1024,
-    "bias": false,
-    "dropout": 0.005,
-    "rope_theta": 10000.0,
-    "gradient_checkpointing": false
-  },
-  "training": {
-    "device": "auto",
-    "train_bin": "data/SmokeTest/train.bin",
-    "val_bin": "data/SmokeTest/val.bin",
-    "num_workers": 4,
-    "pin_memory": true,
-    "batch_size": 32,
-    "gradient_accumulation_steps": 1,
-    "learning_rate": 0.001305,
-    "min_lr": 0.0001305,
-    "weight_decay": 0.063,
-    "beta1": 0.9,
-    "beta2": 0.9978,
-    "grad_clip": 1.786,
-    "warmup_steps": 4,
-    "max_steps": 12,
-    "lr_schedule": "wsd",
-    "lr_decay_ratio": 0.179,
-    "z_loss_coeff": 0.000275,
-    "save_every": 100,
-    "eval_every": 100,
-    "checkpoint_dir": "checkpoints",
-    "keep_last_checkpoints": 10,
-    "keep_best_checkpoints": 10,
-    "early_stopping_patience": 0,
-    "early_stopping_min_delta": 0.001,
-    "runs_dir": "runs/smoketest/exp_c",
-    "log_every": 1,
-    "hf_upload": {
-      "repo_id": "ParrotLabs/Preprocessed",
-      "repo_type": "dataset",
-      "path_in_repo": "",
-      "private": null
-    },
-    "compile": true
-  },
-  "tune": null,
-  "logging": {
-    "console_level": "INFO",
-    "file_level": "DEBUG",
-    "components": {
-      "data_preprocessing": "DEBUG",
-      "model_initialization": "INFO",
-      "training": "INFO"
-    },
-    "profiler": null
-  },
-  "eval": null,
-  "inference": null,
-  "chat": null
-}

runs/smoketest/exp_c/run_20260408_121550/metrics.jsonl

@@ -1,26 +0,0 @@
-{"stage": "pretraining", "type": "config", "timestamp": "2026-04-08T12:15:50.802435+00:00", "device": "auto", "train_bin": "data/SmokeTest/train.bin", "val_bin": "data/SmokeTest/val.bin", "num_workers": 4, "pin_memory": true, "batch_size": 32, "gradient_accumulation_steps": 1, "learning_rate": 0.001305, "min_lr": 0.0001305, "weight_decay": 0.063, "beta1": 0.9, "beta2": 0.9978, "grad_clip": 1.786, "warmup_steps": 4, "max_steps": 12, "lr_schedule": "wsd", "lr_decay_ratio": 0.179, "z_loss_coeff": 0.000275, "save_every": 100, "eval_every": 100, "checkpoint_dir": "checkpoints", "keep_last_checkpoints": 10, "keep_best_checkpoints": 10, "early_stopping_patience": 0, "early_stopping_min_delta": 0.001, "runs_dir": "runs/smoketest/exp_c", "log_every": 1, "hf_upload": {"repo_id": "ParrotLabs/Preprocessed", "repo_type": "dataset", "path_in_repo": "", "private": null}, "compile": true}
-{"stage": "pretraining", "type": "checkpoint_policy", "timestamp": "2026-04-08T12:15:50.802528+00:00", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints", "keep_last": 10, "keep_best": 10}
-{"stage": "pretraining", "type": "model_architecture", "timestamp": "2026-04-08T12:15:52.504195+00:00", "vocab_size": 50258, "context_length": 1024, "n_layers": 14, "n_heads": 6, "d_model": 384, "d_ff": 768, "dropout": 0.005, "bias": false, "total_params": 39966592, "total_params_non_embedding": 39966592, "trainable_params": 39966592, "non_trainable_params": 0, "params_size_mb": 159.87}
-{"stage": "pretraining", "type": "initial_validation", "timestamp": "2026-04-08T12:15:56.333692+00:00", "val_loss": 10.906056880950928, "val_ppl": 54505.499343765834}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:21.011074+00:00", "epoch": 0, "step": 1, "train_loss": 10.925907135009766, "perplexity": 55598.25723258657, "lr": 0.00032625, "grad_norm": 6.790669, "tokens_per_sec": 1328}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:21.358661+00:00", "epoch": 0, "step": 2, "train_loss": 10.627500534057617, "perplexity": 41253.883552460495, "lr": 0.0006525, "grad_norm": 17.098476, "tokens_per_sec": 94240}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:21.661981+00:00", "epoch": 0, "step": 3, "train_loss": 10.267926216125488, "perplexity": 28794.112441917918, "lr": 0.00097875, "grad_norm": 1.812592, "tokens_per_sec": 108026}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:16:24.210773+00:00", "step": 3, "epoch": 1, "val_loss": 9.914009094238281, "val_ppl": 20211.541755223578, "eval_train_loss": 10.267926216125488, "eval_train_ppl": 28794.112441917918}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:16:25.115092+00:00", "step": 3, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt", "val_loss": 9.914009094238281}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:26.661349+00:00", "epoch": 1, "step": 4, "train_loss": 9.929620742797852, "perplexity": 20529.55312393707, "lr": 0.001305, "grad_norm": 1.660996, "tokens_per_sec": 6554}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:26.966312+00:00", "epoch": 1, "step": 5, "train_loss": 9.469917297363281, "perplexity": 12963.815045251664, "lr": 0.001305, "grad_norm": 1.596051, "tokens_per_sec": 107454}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:27.270674+00:00", "epoch": 1, "step": 6, "train_loss": 9.081244468688965, "perplexity": 8788.896730949346, "lr": 0.001305, "grad_norm": 1.58809, "tokens_per_sec": 107658}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:16:29.843613+00:00", "step": 6, "epoch": 2, "val_loss": 8.722934246063232, "val_ppl": 6142.175326275997, "eval_train_loss": 9.081244468688965, "eval_train_ppl": 8788.896730949346}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:16:30.754211+00:00", "step": 6, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt", "val_loss": 8.722934246063232}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:31.645387+00:00", "epoch": 2, "step": 7, "train_loss": 8.700838088989258, "perplexity": 6007.945300685089, "lr": 0.001305, "grad_norm": 1.531264, "tokens_per_sec": 7490}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:31.948671+00:00", "epoch": 2, "step": 8, "train_loss": 8.399039268493652, "perplexity": 4442.796362239903, "lr": 0.001305, "grad_norm": 1.477197, "tokens_per_sec": 108037}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:32.251874+00:00", "epoch": 2, "step": 9, "train_loss": 8.159897804260254, "perplexity": 3497.829122262445, "lr": 0.001305, "grad_norm": 1.317899, "tokens_per_sec": 108074}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:16:34.809847+00:00", "step": 9, "epoch": 3, "val_loss": 7.9581074714660645, "val_ppl": 2858.657738560314, "eval_train_loss": 8.159897804260254, "eval_train_ppl": 3497.829122262445}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:16:35.835105+00:00", "step": 9, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt", "val_loss": 7.9581074714660645}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:36.810067+00:00", "epoch": 3, "step": 10, "train_loss": 7.925987720489502, "perplexity": 2768.2973095511697, "lr": 0.001305, "grad_norm": 1.134153, "tokens_per_sec": 7189}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:37.113550+00:00", "epoch": 3, "step": 11, "train_loss": 7.736440658569336, "perplexity": 2290.3058774545566, "lr": 0.00071775, "grad_norm": 0.919109, "tokens_per_sec": 107985}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:37.415788+00:00", "epoch": 3, "step": 12, "train_loss": 7.815825939178467, "perplexity": 2479.534051825406, "lr": 0.00013049999999999997, "grad_norm": 0.729313, "tokens_per_sec": 108400}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:16:39.966284+00:00", "step": 12, "epoch": 4, "val_loss": 7.7412261962890625, "val_ppl": 2301.2924900780213, "eval_train_loss": 7.815825939178467, "eval_train_ppl": 2479.534051825406}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:16:42.108939+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt", "val_loss": 7.7412261962890625}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:16:45.152272+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/last_epoch_0004_step_0000012.pt", "category": "last"}
-{"stage": "pretraining", "type": "training_complete", "timestamp": "2026-04-08T12:16:45.152543+00:00", "epochs": 4, "total_steps": 12, "total_time_hours": 0.01, "best_val_loss": 7.7412261962890625, "best_checkpoint_path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints", "stopped_early": false, "stop_reason": null, "run_dir": "runs/smoketest/exp_c/run_20260408_121550"}

runs/smoketest/exp_c/run_20260408_121550/train.log

@@ -1,227 +0,0 @@
-2026-04-08 12:15:50 - INFO - parrotllm - Logging initialised -> runs/smoketest/exp_c/run_20260408_121550/train.log
-2026-04-08 12:15:50 - INFO - parrotllm.training - device=cuda:0 | rank=0 | world_size=8 | distributed=yes
-2026-04-08 12:15:50 - INFO - parrotllm.training - checkpoint directory=/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints | keep_last=10 | keep_best=10
-2026-04-08 12:15:51 - INFO - parrotllm.training - compiling model with torch.compile...
-2026-04-08 12:15:52 - INFO - parrotllm.training - 
-============================================================
-MODEL ARCHITECTURE SUMMARY
-============================================================
-
-Configuration:
-  Vocab size: 50258
-  Block size (context): 1024
-  Layers: 14
-  Heads: 6
-  Embedding dim: 384
-  FFN hidden dim: 768
-  Dropout: 0.005
-  Bias: False
-
-Parameters (unique, weight-tied layers counted once):
-  Total: 39,966,592 (39.97M)
-  Trainable: 39,966,592 (39.97M)
-  Non-trainable: 0
-  Non-embedding: 39,966,592 (39.97M)
-  Position embeddings: 0 (RoPE: 0 learned params)
-  Size (MB): 159.87
-
-Layer-wise breakdown (torchinfo):
-  Note: torchinfo double-counts weight-tied layers (tok_emb/lm_head).
-============================================================================================================================================
-Layer (type:depth-idx)                   Input Shape               Output Shape              Param #                   Trainable
-============================================================================================================================================
-ParrotLLM                                [32, 1024]                [32, 1024, 50258]         --                        True
-├─Embedding: 1-1                         [32, 1024]                [32, 1024, 384]           19,299,072                True
-├─Dropout: 1-2                           [32, 1024, 384]           [32, 1024, 384]           --                        --
-├─ModuleList: 1-3                        --                        --                        --                        True
-│    └─TransformerBlock: 2-1             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-1                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-2      [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-3                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-4                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-5               [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-6                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-2             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-7                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-8      [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-9                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-10                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-11              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-12                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-3             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-13                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-14     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-15                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-16                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-17              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-18                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-4             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-19                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-20     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-21                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-22                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-23              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-24                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-5             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-25                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-26     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-27                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-28                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-29              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-30                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-6             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-31                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-32     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-33                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-34                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-35              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-36                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-7             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-37                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-38     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-39                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-40                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-41              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-42                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-8             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-43                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-44     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-45                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-46                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-47              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-48                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-9             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-49                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-50     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-51                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-52                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-53              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-54                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-10            [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-55                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-56     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-57                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-58                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-59              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-60                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-11            [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-61                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-62     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-63                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-64                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-65              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-66                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-12            [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-67                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-68     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-69                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-70                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-71              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-72                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-13            [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-73                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-74     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-75                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-76                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-77              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-78                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-14            [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-79                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-80     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-81                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-82                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-83              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-84                [32, 1024, 384]           [32, 1024, 384]           384                       True
-├─RMSNorm: 1-4                           [32, 1024, 384]           [32, 1024, 384]           384                       True
-├─Linear: 1-5                            [32, 1024, 384]           [32, 1024, 50258]         19,299,072                True
-============================================================================================================================================
-Total params: 59,265,664
-Trainable params: 59,265,664
-Non-trainable params: 0
-Total mult-adds (Units.GIGABYTES): 1.90
-============================================================================================================================================
-Input size (MB): 0.26
-Forward/backward pass size (MB): 34515.45
-Params size (MB): 237.06
-Estimated Total Size (MB): 34752.78
-============================================================================================================================================
-============================================================
-2026-04-08 12:15:52 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:15:56 - INFO - parrotllm.training -   Initial val: loss=10.9061, ppl=54505.50
-2026-04-08 12:15:58 - INFO - parrotllm.training - 
-============================================================
-Starting training...
-  Steps per epoch (approx): 3
-  Max steps: 12
-============================================================
-2026-04-08 12:15:58 - INFO - parrotllm.training - LR schedule=wsd | decay_ratio=0.179 | z_loss_coeff=0.000275
-2026-04-08 12:16:21 - INFO - parrotllm.training - step      1 | epoch 0 | loss 10.9259 | lr 3.26e-04 | grad 6.7907
-2026-04-08 12:16:21 - INFO - parrotllm.training - step      2 | epoch 0 | loss 10.6275 | lr 6.52e-04 | grad 17.0985
-2026-04-08 12:16:21 - INFO - parrotllm.training - step      3 | epoch 0 | loss 10.2679 | lr 9.79e-04 | grad 1.8126
-2026-04-08 12:16:21 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:16:21 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:16:24 - INFO - parrotllm.training - Epoch 1 complete:
-2026-04-08 12:16:24 - INFO - parrotllm.training -   Train: loss=10.2679, ppl=28794.11
-2026-04-08 12:16:24 - INFO - parrotllm.training -   Val:   loss=9.9140, ppl=20211.54
-2026-04-08 12:16:24 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:16:25 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt
-2026-04-08 12:16:26 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:16:26 - INFO - parrotllm.training - step      4 | epoch 1 | loss 9.9296 | lr 1.30e-03 | grad 1.6610
-2026-04-08 12:16:26 - INFO - parrotllm.training - step      5 | epoch 1 | loss 9.4699 | lr 1.30e-03 | grad 1.5961
-2026-04-08 12:16:27 - INFO - parrotllm.training - step      6 | epoch 1 | loss 9.0812 | lr 1.30e-03 | grad 1.5881
-2026-04-08 12:16:27 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:16:27 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:16:29 - INFO - parrotllm.training - Epoch 2 complete:
-2026-04-08 12:16:29 - INFO - parrotllm.training -   Train: loss=9.0812, ppl=8788.90
-2026-04-08 12:16:29 - INFO - parrotllm.training -   Val:   loss=8.7229, ppl=6142.18
-2026-04-08 12:16:29 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:16:30 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt
-2026-04-08 12:16:31 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:16:31 - INFO - parrotllm.training - step      7 | epoch 2 | loss 8.7008 | lr 1.30e-03 | grad 1.5313
-2026-04-08 12:16:31 - INFO - parrotllm.training - step      8 | epoch 2 | loss 8.3990 | lr 1.30e-03 | grad 1.4772
-2026-04-08 12:16:32 - INFO - parrotllm.training - step      9 | epoch 2 | loss 8.1599 | lr 1.30e-03 | grad 1.3179
-2026-04-08 12:16:32 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:16:32 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:16:34 - INFO - parrotllm.training - Epoch 3 complete:
-2026-04-08 12:16:34 - INFO - parrotllm.training -   Train: loss=8.1599, ppl=3497.83
-2026-04-08 12:16:34 - INFO - parrotllm.training -   Val:   loss=7.9581, ppl=2858.66
-2026-04-08 12:16:34 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:16:35 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt
-2026-04-08 12:16:36 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:16:36 - INFO - parrotllm.training - step     10 | epoch 3 | loss 7.9260 | lr 1.30e-03 | grad 1.1342
-2026-04-08 12:16:37 - INFO - parrotllm.training - step     11 | epoch 3 | loss 7.7364 | lr 7.18e-04 | grad 0.9191
-2026-04-08 12:16:37 - INFO - parrotllm.training - step     12 | epoch 3 | loss 7.8158 | lr 1.30e-04 | grad 0.7293
-2026-04-08 12:16:37 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:16:37 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:16:39 - INFO - parrotllm.training - Epoch 4 complete:
-2026-04-08 12:16:39 - INFO - parrotllm.training -   Train: loss=7.8158, ppl=2479.53
-2026-04-08 12:16:39 - INFO - parrotllm.training -   Val:   loss=7.7412, ppl=2301.29
-2026-04-08 12:16:39 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:16:42 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt
-2026-04-08 12:16:42 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:16:45 - INFO - parrotllm.training - Saved final checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/last_epoch_0004_step_0000012.pt
-2026-04-08 12:16:45 - INFO - parrotllm.training - 
-Loss Curve:
-  Loss
-  ^
-   10.93 |*                                                 
-         |    *                                             
-         |        *                                         
-         |             *                                    
-         |                 *                                
-         |                      *   *                       
-         |                               *                  
-    7.74 |                                   *    *   *    *
-         +--------------------------------------------------> step
-         1                                               12
-2026-04-08 12:16:45 - INFO - parrotllm.training - 
-============================================================
-TRAINING COMPLETE
-============================================================
-  Epochs: 4
-  Total steps: 12
-  Total time: 0.01 hours
-  Best validation loss: 7.7412
-  Run directory: runs/smoketest/exp_c/run_20260408_121550
-============================================================
-2026-04-08 12:16:45 - INFO - parrotllm.training - Uploading completed run directory to Hugging Face: repo=ParrotLabs/Preprocessed

runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f568016ffb692748170362d2401317c2c2fe52856dc74489b77b1526bb7e0654
-size 479869116

runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7519_epoch_0003_step_0000011.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e30d653b0da83f790f7bb2376903d2d54c79db6bf9d99c646e8cd349356c0e64
-size 479869116

runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p8126_epoch_0003_step_0000010.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f0fbee82afd30e63b96d8b58d03d5f474dd40f746041a68cd108d7cb11afeeca
-size 479869116

runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b476d1a9f7ce99944d73196d3789f8239012d6d4bf129f68e6040361f22a052f
-size 479869116

runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p1611_epoch_0002_step_0000008.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:851618092664a87a705227c6ac42d38195f1d6159c1ed5b19ae6a4df82d008ae
-size 479869116

runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p4161_epoch_0002_step_0000007.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:faa1df5bca947d02f7d01ffa8c4dc1201ce404bdb85b3e304147aafa7eb3ae55
-size 479869116

runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8277b43cc21d26043bc9e322cbd06ca50a02249a0b79969e75cb39a2c2d3e75b
-size 479869116

runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p0855_epoch_0001_step_0000005.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:10c221baf7383599afafc5df7d1178b37ede9ab880c13c0fd348323b7c290bf1
-size 479869116

runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p4862_epoch_0001_step_0000004.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:110ea89f89997a7f5bdb984bd11db5e791f13f014abe943dcad16c3e3cd6f3cf
-size 479869116

runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0affbe23717dcc5091d5c8d80bad979b0e9ca966eda690d068db6ab5de88e38b
-size 479869116

runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000003.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e9c71f60734d4d74e4b89d65be502d2f71a0fc559a6d662c86ec3e2fc1f5ea77
-size 479860104

runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000004.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fef1197594fb5b74ea55c8e672a3f7a459c8f215231cf76070f8921107b8e4ea
-size 479860104

runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000005.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c4f086e53a9541208a2314c2be23d249f161671ff940ecfbef11071b592f0ff1
-size 479860104

runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000006.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:36c0c095dc07d7f725b57dbb506d6c1ca5785b96df883118c07ff8dc13632a80
-size 479860104

runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000007.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1b45e76626ddb746966eee759f9bff33d2735cc47fc50710911c4858ee80c14d
-size 479860104

runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000008.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2d21724f63db96f8c590b641966c9cfd8b68e2fc0be34068a4db8ec8caba84d7
-size 479860104

runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000009.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:75c69374893ecbc3ae4430805f434706bb03ff4a655bba6f953dfe7e3f2dbe48
-size 479860104

runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000010.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d71b420bfea5cf16e0f7f3d9939f79ad8d460b481209f60d13c6c811322222a6
-size 479860104

runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000011.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:27a2ea39eac03c856544cf8af57e3364b1a4c41671b61e40e3ab1e53ccc8ff65
-size 479860104

runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7dacb5f7214d0472fb73cf6fe2d986f9bd764fbdc07ee1d9f703d1dd3514a3a7
-size 479860104

runs/smoketest/exp_c/run_20260408_123009/config.json

@@ -1,68 +0,0 @@
-{
-  "preprocess": null,
-  "model": {
-    "vocab_size": 50258,
-    "pad_token_id": 50257,
-    "bos_token_id": 50256,
-    "eos_token_id": 50256,
-    "d_model": 384,
-    "n_layers": 14,
-    "n_heads": 6,
-    "d_ff": 768,
-    "context_length": 1024,
-    "bias": false,
-    "dropout": 0.005,
-    "rope_theta": 10000.0,
-    "gradient_checkpointing": false
-  },
-  "training": {
-    "device": "auto",
-    "train_bin": "data/SmokeTest/train.bin",
-    "val_bin": "data/SmokeTest/val.bin",
-    "num_workers": 4,
-    "pin_memory": true,
-    "batch_size": 32,
-    "gradient_accumulation_steps": 1,
-    "learning_rate": 0.001305,
-    "min_lr": 0.0001305,
-    "weight_decay": 0.063,
-    "beta1": 0.9,
-    "beta2": 0.9978,
-    "grad_clip": 1.786,
-    "warmup_steps": 4,
-    "max_steps": 12,
-    "lr_schedule": "wsd",
-    "lr_decay_ratio": 0.179,
-    "z_loss_coeff": 0.000275,
-    "save_every": 1,
-    "eval_every": 1,
-    "checkpoint_dir": "checkpoints",
-    "keep_last_checkpoints": 10,
-    "keep_best_checkpoints": 10,
-    "early_stopping_patience": 0,
-    "early_stopping_min_delta": 0.001,
-    "runs_dir": "runs/smoketest/exp_c",
-    "log_every": 1,
-    "hf_upload": {
-      "repo_id": "ParrotLabs/Preprocessed",
-      "repo_type": "dataset",
-      "path_in_repo": "",
-      "private": null
-    },
-    "compile": true
-  },
-  "tune": null,
-  "logging": {
-    "console_level": "INFO",
-    "file_level": "DEBUG",
-    "components": {
-      "data_preprocessing": "DEBUG",
-      "model_initialization": "INFO",
-      "training": "INFO"
-    },
-    "profiler": null
-  },
-  "eval": null,
-  "inference": null,
-  "chat": null
-}

runs/smoketest/exp_c/run_20260408_123009/metrics.jsonl

@@ -1,54 +0,0 @@
-{"stage": "pretraining", "type": "config", "timestamp": "2026-04-08T12:30:10.913384+00:00", "device": "auto", "train_bin": "data/SmokeTest/train.bin", "val_bin": "data/SmokeTest/val.bin", "num_workers": 4, "pin_memory": true, "batch_size": 32, "gradient_accumulation_steps": 1, "learning_rate": 0.001305, "min_lr": 0.0001305, "weight_decay": 0.063, "beta1": 0.9, "beta2": 0.9978, "grad_clip": 1.786, "warmup_steps": 4, "max_steps": 12, "lr_schedule": "wsd", "lr_decay_ratio": 0.179, "z_loss_coeff": 0.000275, "save_every": 1, "eval_every": 1, "checkpoint_dir": "checkpoints", "keep_last_checkpoints": 10, "keep_best_checkpoints": 10, "early_stopping_patience": 0, "early_stopping_min_delta": 0.001, "runs_dir": "runs/smoketest/exp_c", "log_every": 1, "hf_upload": {"repo_id": "ParrotLabs/Preprocessed", "repo_type": "dataset", "path_in_repo": "", "private": null}, "compile": true}
-{"stage": "pretraining", "type": "checkpoint_policy", "timestamp": "2026-04-08T12:30:10.913482+00:00", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints", "keep_last": 10, "keep_best": 10}
-{"stage": "pretraining", "type": "model_architecture", "timestamp": "2026-04-08T12:30:12.776943+00:00", "vocab_size": 50258, "context_length": 1024, "n_layers": 14, "n_heads": 6, "d_model": 384, "d_ff": 768, "dropout": 0.005, "bias": false, "total_params": 39966592, "total_params_non_embedding": 39966592, "trainable_params": 39966592, "non_trainable_params": 0, "params_size_mb": 159.87}
-{"stage": "pretraining", "type": "initial_validation", "timestamp": "2026-04-08T12:30:18.458203+00:00", "val_loss": 10.906056880950928, "val_ppl": 54505.499343765834}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:30:42.755606+00:00", "epoch": 0, "step": 1, "train_loss": 10.925907135009766, "perplexity": 55598.25723258657, "lr": 0.00032625, "grad_norm": 6.790668, "tokens_per_sec": 1349}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:30:45.341557+00:00", "step": 1, "epoch": 0, "val_loss": 10.611900329589844, "val_ppl": 40615.30843573717, "eval_train_loss": 10.925907135009766, "eval_train_ppl": 55598.25723258657}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:30:46.307188+00:00", "step": 1, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_10p6119_epoch_0000_step_0000001.pt", "val_loss": 10.611900329589844}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:30:48.327251+00:00", "step": 1, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0000_step_0000001.pt", "category": "last"}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:30:49.249051+00:00", "epoch": 0, "step": 2, "train_loss": 10.627476692199707, "perplexity": 41252.89999495556, "lr": 0.0006525, "grad_norm": 17.0984, "tokens_per_sec": 5046}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:30:51.931464+00:00", "step": 2, "epoch": 0, "val_loss": 10.251635074615479, "val_ppl": 28328.823813553405, "eval_train_loss": 10.627476692199707, "eval_train_ppl": 41252.89999495556}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:30:54.037388+00:00", "step": 2, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_10p2516_epoch_0000_step_0000002.pt", "val_loss": 10.251635074615479}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:30:56.865623+00:00", "step": 2, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0000_step_0000002.pt", "category": "last"}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:30:57.802733+00:00", "epoch": 0, "step": 3, "train_loss": 10.267916679382324, "perplexity": 28793.83784117232, "lr": 0.00097875, "grad_norm": 1.812581, "tokens_per_sec": 3831}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:00.397371+00:00", "step": 3, "epoch": 1, "val_loss": 9.914000988006592, "val_ppl": 20211.377916447367, "eval_train_loss": 10.267916679382324, "eval_train_ppl": 28793.83784117232}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:01.733194+00:00", "step": 3, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt", "val_loss": 9.914000988006592}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:03.398565+00:00", "step": 3, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000003.pt", "category": "last"}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:04.599429+00:00", "epoch": 1, "step": 4, "train_loss": 9.929606437683105, "perplexity": 20529.25944842448, "lr": 0.001305, "grad_norm": 1.660991, "tokens_per_sec": 4821}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:07.185944+00:00", "step": 4, "epoch": 1, "val_loss": 9.486196041107178, "val_ppl": 13176.576716255193, "eval_train_loss": 9.929606437683105, "eval_train_ppl": 20529.25944842448}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:09.579004+00:00", "step": 4, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p4862_epoch_0001_step_0000004.pt", "val_loss": 9.486196041107178}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:12.298065+00:00", "step": 4, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000004.pt", "category": "last"}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:13.212590+00:00", "epoch": 1, "step": 5, "train_loss": 9.469903945922852, "perplexity": 12963.641960802812, "lr": 0.001305, "grad_norm": 1.596052, "tokens_per_sec": 3804}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:15.801609+00:00", "step": 5, "epoch": 1, "val_loss": 9.085536479949951, "val_ppl": 8826.699842348093, "eval_train_loss": 9.469903945922852, "eval_train_ppl": 12963.641960802812}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:17.356580+00:00", "step": 5, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p0855_epoch_0001_step_0000005.pt", "val_loss": 9.085536479949951}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:20.339191+00:00", "step": 5, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000005.pt", "category": "last"}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:21.326442+00:00", "epoch": 1, "step": 6, "train_loss": 9.081242561340332, "perplexity": 8788.879967475168, "lr": 0.001305, "grad_norm": 1.588091, "tokens_per_sec": 4039}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:23.929056+00:00", "step": 6, "epoch": 2, "val_loss": 8.722933292388916, "val_ppl": 6142.169468643934, "eval_train_loss": 9.081242561340332, "eval_train_ppl": 8788.879967475168}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:26.569000+00:00", "step": 6, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt", "val_loss": 8.722933292388916}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:29.292322+00:00", "step": 6, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000006.pt", "category": "last"}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:30.173818+00:00", "epoch": 2, "step": 7, "train_loss": 8.700834274291992, "perplexity": 6007.922382236292, "lr": 0.001305, "grad_norm": 1.531262, "tokens_per_sec": 3704}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:32.767992+00:00", "step": 7, "epoch": 2, "val_loss": 8.416127681732178, "val_ppl": 4519.369092290245, "eval_train_loss": 8.700834274291992, "eval_train_ppl": 6007.922382236292}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:34.277923+00:00", "step": 7, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p4161_epoch_0002_step_0000007.pt", "val_loss": 8.416127681732178}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:35.895020+00:00", "step": 7, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000007.pt", "category": "last"}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:36.791933+00:00", "epoch": 2, "step": 8, "train_loss": 8.399046897888184, "perplexity": 4442.830258215476, "lr": 0.001305, "grad_norm": 1.477246, "tokens_per_sec": 4951}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:39.379830+00:00", "step": 8, "epoch": 2, "val_loss": 8.161121368408203, "val_ppl": 3502.1115599564387, "eval_train_loss": 8.399046897888184, "eval_train_ppl": 4442.830258215476}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:40.820506+00:00", "step": 8, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p1611_epoch_0002_step_0000008.pt", "val_loss": 8.161121368408203}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:43.128448+00:00", "step": 8, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000008.pt", "category": "last"}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:44.045487+00:00", "epoch": 2, "step": 9, "train_loss": 8.159902572631836, "perplexity": 3497.845801251196, "lr": 0.001305, "grad_norm": 1.317876, "tokens_per_sec": 4518}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:46.634782+00:00", "step": 9, "epoch": 3, "val_loss": 7.958126783370972, "val_ppl": 2858.7129452197946, "eval_train_loss": 8.159902572631836, "eval_train_ppl": 3497.845801251196}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:48.800415+00:00", "step": 9, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt", "val_loss": 7.958126783370972}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:51.965177+00:00", "step": 9, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000009.pt", "category": "last"}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:52.908829+00:00", "epoch": 3, "step": 10, "train_loss": 7.925990104675293, "perplexity": 2768.3039096941484, "lr": 0.001305, "grad_norm": 1.134182, "tokens_per_sec": 3697}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:55.809756+00:00", "step": 10, "epoch": 3, "val_loss": 7.812638998031616, "val_ppl": 2471.6445011750043, "eval_train_loss": 7.925990104675293, "eval_train_ppl": 2768.3039096941484}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:58.365139+00:00", "step": 10, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p8126_epoch_0003_step_0000010.pt", "val_loss": 7.812638998031616}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:32:01.257265+00:00", "step": 10, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000010.pt", "category": "last"}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:32:02.152054+00:00", "epoch": 3, "step": 11, "train_loss": 7.736446380615234, "perplexity": 2290.318982727403, "lr": 0.00071775, "grad_norm": 0.919188, "tokens_per_sec": 3545}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:32:04.734503+00:00", "step": 11, "epoch": 3, "val_loss": 7.751912593841553, "val_ppl": 2326.0168885959174, "eval_train_loss": 7.736446380615234, "eval_train_ppl": 2290.318982727403}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:32:06.355055+00:00", "step": 11, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7519_epoch_0003_step_0000011.pt", "val_loss": 7.751912593841553}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:32:08.499493+00:00", "step": 11, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000011.pt", "category": "last"}
-{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:32:10.335307+00:00", "epoch": 3, "step": 12, "train_loss": 7.815838813781738, "perplexity": 2479.5659750481204, "lr": 0.00013049999999999997, "grad_norm": 0.72935, "tokens_per_sec": 4188}
-{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:32:12.922316+00:00", "step": 12, "epoch": 4, "val_loss": 7.741242408752441, "val_ppl": 2301.3298000006826, "eval_train_loss": 7.815838813781738, "eval_train_ppl": 2479.5659750481204}
-{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:32:13.860156+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt", "val_loss": 7.741242408752441}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:32:15.527946+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt", "category": "last"}
-{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:32:18.300035+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt", "category": "last"}
-{"stage": "pretraining", "type": "training_complete", "timestamp": "2026-04-08T12:32:18.300386+00:00", "epochs": 4, "total_steps": 12, "total_time_hours": 0.03, "best_val_loss": 7.741242408752441, "best_checkpoint_path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints", "stopped_early": false, "stop_reason": null, "run_dir": "runs/smoketest/exp_c/run_20260408_123009"}

runs/smoketest/exp_c/run_20260408_123009/train.log

@@ -1,295 +0,0 @@
-2026-04-08 12:30:10 - INFO - parrotllm - Logging initialised -> runs/smoketest/exp_c/run_20260408_123009/train.log
-2026-04-08 12:30:10 - INFO - parrotllm.training - device=cuda:0 | rank=0 | world_size=8 | distributed=yes
-2026-04-08 12:30:10 - INFO - parrotllm.training - checkpoint directory=/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints | keep_last=10 | keep_best=10
-2026-04-08 12:30:11 - INFO - parrotllm.training - compiling model with torch.compile...
-2026-04-08 12:30:12 - INFO - parrotllm.training - 
-============================================================
-MODEL ARCHITECTURE SUMMARY
-============================================================
-
-Configuration:
-  Vocab size: 50258
-  Block size (context): 1024
-  Layers: 14
-  Heads: 6
-  Embedding dim: 384
-  FFN hidden dim: 768
-  Dropout: 0.005
-  Bias: False
-
-Parameters (unique, weight-tied layers counted once):
-  Total: 39,966,592 (39.97M)
-  Trainable: 39,966,592 (39.97M)
-  Non-trainable: 0
-  Non-embedding: 39,966,592 (39.97M)
-  Position embeddings: 0 (RoPE: 0 learned params)
-  Size (MB): 159.87
-
-Layer-wise breakdown (torchinfo):
-  Note: torchinfo double-counts weight-tied layers (tok_emb/lm_head).
-============================================================================================================================================
-Layer (type:depth-idx)                   Input Shape               Output Shape              Param #                   Trainable
-============================================================================================================================================
-ParrotLLM                                [32, 1024]                [32, 1024, 50258]         --                        True
-├─Embedding: 1-1                         [32, 1024]                [32, 1024, 384]           19,299,072                True
-├─Dropout: 1-2                           [32, 1024, 384]           [32, 1024, 384]           --                        --
-├─ModuleList: 1-3                        --                        --                        --                        True
-│    └─TransformerBlock: 2-1             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-1                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-2      [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-3                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-4                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-5               [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-6                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-2             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-7                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-8      [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-9                 [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-10                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-11              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-12                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-3             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-13                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-14     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-15                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-16                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-17              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-18                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-4             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-19                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-20     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-21                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-22                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-23              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-24                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-5             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-25                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-26     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-27                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-28                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-29              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-30                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-6             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-31                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-32     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-33                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-34                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-35              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-36                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-7             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-37                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-38     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-39                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-40                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-41              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-42                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-8             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-43                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-44     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-45                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-46                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-47              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-48                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-9             [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-49                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-50     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-51                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-52                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-53              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-54                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-10            [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-55                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-56     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-57                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-58                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-59              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-60                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-11            [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-61                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-62     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-63                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-64                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-65              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-66                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-12            [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-67                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-68     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-69                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-70                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-71              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-72                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-13            [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-73                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-74     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-75                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-76                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-77              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-78                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    └─TransformerBlock: 2-14            [32, 1024, 384]           [32, 1024, 384]           --                        True
-│    │    └─RMSNorm: 3-79                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─MultiHeadAttention: 3-80     [32, 1024, 384]           [32, 1024, 384]           589,952                   True
-│    │    └─RMSNorm: 3-81                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─RMSNorm: 3-82                [32, 1024, 384]           [32, 1024, 384]           384                       True
-│    │    └─SwiGLUMLP: 3-83              [32, 1024, 384]           [32, 1024, 384]           884,736                   True
-│    │    └─RMSNorm: 3-84                [32, 1024, 384]           [32, 1024, 384]           384                       True
-├─RMSNorm: 1-4                           [32, 1024, 384]           [32, 1024, 384]           384                       True
-├─Linear: 1-5                            [32, 1024, 384]           [32, 1024, 50258]         19,299,072                True
-============================================================================================================================================
-Total params: 59,265,664
-Trainable params: 59,265,664
-Non-trainable params: 0
-Total mult-adds (Units.GIGABYTES): 1.90
-============================================================================================================================================
-Input size (MB): 0.26
-Forward/backward pass size (MB): 34515.45
-Params size (MB): 237.06
-Estimated Total Size (MB): 34752.78
-============================================================================================================================================
-============================================================
-2026-04-08 12:30:12 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:30:18 - INFO - parrotllm.training -   Initial val: loss=10.9061, ppl=54505.50
-2026-04-08 12:30:20 - INFO - parrotllm.training - 
-============================================================
-Starting training...
-  Steps per epoch (approx): 3
-  Max steps: 12
-============================================================
-2026-04-08 12:30:20 - INFO - parrotllm.training - LR schedule=wsd | decay_ratio=0.179 | z_loss_coeff=0.000275
-2026-04-08 12:30:42 - INFO - parrotllm.training - step      1 | epoch 0 | loss 10.9259 | lr 3.26e-04 | grad 6.7907
-2026-04-08 12:30:42 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:30:42 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:30:45 - INFO - parrotllm.training -   Train: loss=10.9259, ppl=55598.26
-2026-04-08 12:30:45 - INFO - parrotllm.training -   Val:   loss=10.6119, ppl=40615.31
-2026-04-08 12:30:45 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:30:46 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_10p6119_epoch_0000_step_0000001.pt
-2026-04-08 12:30:47 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:30:48 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0000_step_0000001.pt
-2026-04-08 12:30:49 - INFO - parrotllm.training - step      2 | epoch 0 | loss 10.6275 | lr 6.52e-04 | grad 17.0984
-2026-04-08 12:30:49 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:30:49 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:30:51 - INFO - parrotllm.training -   Train: loss=10.6275, ppl=41252.90
-2026-04-08 12:30:51 - INFO - parrotllm.training -   Val:   loss=10.2516, ppl=28328.82
-2026-04-08 12:30:51 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:30:54 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_10p2516_epoch_0000_step_0000002.pt
-2026-04-08 12:30:54 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:30:56 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0000_step_0000002.pt
-2026-04-08 12:30:57 - INFO - parrotllm.training - step      3 | epoch 0 | loss 10.2679 | lr 9.79e-04 | grad 1.8126
-2026-04-08 12:30:57 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:30:57 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:00 - INFO - parrotllm.training - Epoch 1 complete:
-2026-04-08 12:31:00 - INFO - parrotllm.training -   Train: loss=10.2679, ppl=28793.84
-2026-04-08 12:31:00 - INFO - parrotllm.training -   Val:   loss=9.9140, ppl=20211.38
-2026-04-08 12:31:00 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:31:01 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt
-2026-04-08 12:31:02 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:03 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000003.pt
-2026-04-08 12:31:04 - INFO - parrotllm.training - step      4 | epoch 1 | loss 9.9296 | lr 1.30e-03 | grad 1.6610
-2026-04-08 12:31:04 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:31:04 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:07 - INFO - parrotllm.training -   Train: loss=9.9296, ppl=20529.26
-2026-04-08 12:31:07 - INFO - parrotllm.training -   Val:   loss=9.4862, ppl=13176.58
-2026-04-08 12:31:07 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:31:09 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p4862_epoch_0001_step_0000004.pt
-2026-04-08 12:31:10 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:12 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000004.pt
-2026-04-08 12:31:13 - INFO - parrotllm.training - step      5 | epoch 1 | loss 9.4699 | lr 1.30e-03 | grad 1.5961
-2026-04-08 12:31:13 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:31:13 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:15 - INFO - parrotllm.training -   Train: loss=9.4699, ppl=12963.64
-2026-04-08 12:31:15 - INFO - parrotllm.training -   Val:   loss=9.0855, ppl=8826.70
-2026-04-08 12:31:15 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:31:17 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p0855_epoch_0001_step_0000005.pt
-2026-04-08 12:31:18 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:20 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000005.pt
-2026-04-08 12:31:21 - INFO - parrotllm.training - step      6 | epoch 1 | loss 9.0812 | lr 1.30e-03 | grad 1.5881
-2026-04-08 12:31:21 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:31:21 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:23 - INFO - parrotllm.training - Epoch 2 complete:
-2026-04-08 12:31:23 - INFO - parrotllm.training -   Train: loss=9.0812, ppl=8788.88
-2026-04-08 12:31:23 - INFO - parrotllm.training -   Val:   loss=8.7229, ppl=6142.17
-2026-04-08 12:31:23 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:31:26 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt
-2026-04-08 12:31:27 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:29 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000006.pt
-2026-04-08 12:31:30 - INFO - parrotllm.training - step      7 | epoch 2 | loss 8.7008 | lr 1.30e-03 | grad 1.5313
-2026-04-08 12:31:30 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:31:30 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:32 - INFO - parrotllm.training -   Train: loss=8.7008, ppl=6007.92
-2026-04-08 12:31:32 - INFO - parrotllm.training -   Val:   loss=8.4161, ppl=4519.37
-2026-04-08 12:31:32 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:31:34 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p4161_epoch_0002_step_0000007.pt
-2026-04-08 12:31:34 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:35 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000007.pt
-2026-04-08 12:31:36 - INFO - parrotllm.training - step      8 | epoch 2 | loss 8.3990 | lr 1.30e-03 | grad 1.4772
-2026-04-08 12:31:36 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:31:36 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:39 - INFO - parrotllm.training -   Train: loss=8.3990, ppl=4442.83
-2026-04-08 12:31:39 - INFO - parrotllm.training -   Val:   loss=8.1611, ppl=3502.11
-2026-04-08 12:31:39 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:31:40 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p1611_epoch_0002_step_0000008.pt
-2026-04-08 12:31:41 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:43 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000008.pt
-2026-04-08 12:31:44 - INFO - parrotllm.training - step      9 | epoch 2 | loss 8.1599 | lr 1.30e-03 | grad 1.3179
-2026-04-08 12:31:44 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:31:44 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:46 - INFO - parrotllm.training - Epoch 3 complete:
-2026-04-08 12:31:46 - INFO - parrotllm.training -   Train: loss=8.1599, ppl=3497.85
-2026-04-08 12:31:46 - INFO - parrotllm.training -   Val:   loss=7.9581, ppl=2858.71
-2026-04-08 12:31:46 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:31:48 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt
-2026-04-08 12:31:49 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:51 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000009.pt
-2026-04-08 12:31:52 - INFO - parrotllm.training - step     10 | epoch 3 | loss 7.9260 | lr 1.30e-03 | grad 1.1342
-2026-04-08 12:31:52 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:31:52 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:31:55 - INFO - parrotllm.training -   Train: loss=7.9260, ppl=2768.30
-2026-04-08 12:31:55 - INFO - parrotllm.training -   Val:   loss=7.8126, ppl=2471.64
-2026-04-08 12:31:55 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:31:58 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p8126_epoch_0003_step_0000010.pt
-2026-04-08 12:31:58 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:32:01 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000010.pt
-2026-04-08 12:32:02 - INFO - parrotllm.training - step     11 | epoch 3 | loss 7.7364 | lr 7.18e-04 | grad 0.9192
-2026-04-08 12:32:02 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:32:02 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:32:04 - INFO - parrotllm.training -   Train: loss=7.7364, ppl=2290.32
-2026-04-08 12:32:04 - INFO - parrotllm.training -   Val:   loss=7.7519, ppl=2326.02
-2026-04-08 12:32:04 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:32:06 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7519_epoch_0003_step_0000011.pt
-2026-04-08 12:32:06 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:32:08 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000011.pt
-2026-04-08 12:32:09 - INFO - parrotllm.training - step     12 | epoch 3 | loss 7.8158 | lr 1.30e-04 | grad 0.7293
-2026-04-08 12:32:10 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 12:32:10 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:32:12 - INFO - parrotllm.training - Epoch 4 complete:
-2026-04-08 12:32:12 - INFO - parrotllm.training -   Train: loss=7.8158, ppl=2479.57
-2026-04-08 12:32:12 - INFO - parrotllm.training -   Val:   loss=7.7412, ppl=2301.33
-2026-04-08 12:32:12 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 12:32:13 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt
-2026-04-08 12:32:14 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 12:32:15 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt
-2026-04-08 12:32:18 - INFO - parrotllm.training - Saved final checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt
-2026-04-08 12:32:18 - INFO - parrotllm.training - 
-Loss Curve:
-  Loss
-  ^
-   10.93 |*                                                 
-         |    *                                             
-         |        *                                         
-         |             *                                    
-         |                 *                                
-         |                      *   *                       
-         |                               *                  
-    7.74 |                                   *    *   *    *
-         +--------------------------------------------------> step
-         1                                               12
-2026-04-08 12:32:18 - INFO - parrotllm.training - 
-============================================================
-TRAINING COMPLETE
-============================================================
-  Epochs: 4
-  Total steps: 12
-  Total time: 0.03 hours
-  Best validation loss: 7.7412
-  Run directory: runs/smoketest/exp_c/run_20260408_123009
-============================================================
-2026-04-08 12:32:18 - INFO - parrotllm.training - Uploading completed run directory to Hugging Face: repo=ParrotLabs/Preprocessed

runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7414_epoch_0004_step_0000012.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d1fd07f831d30d822183635ebccfd2b0274b013794dcaac95313a5e9cb32e761
-size 479869180

runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7523_epoch_0003_step_0000011.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b3cedd9a05dd38be077fef8a7121241ef34a29f63e9ba4f2eaee988150b4c05d
-size 479869180

runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p8117_epoch_0003_step_0000010.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4bc89010af7ad27c73a9e03decab1aa05bdcb7ad227808e696854f37fd10825c
-size 479869180

runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p9587_epoch_0003_step_0000009.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:61f9905e6b722773dc834c0dafdc82813e3a32ea57a270613d8cb08e1c7fbe46
-size 479869180

runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p1591_epoch_0002_step_0000008.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fc458a3aed67a58b450d85b1234a3ec53f3e3cc38bf250cfc6f08df87b32e95c
-size 479869180

runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p4107_epoch_0002_step_0000007.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5545a1875a8c6581cd846374c9e148ca1ff1596a65e6bcabafbc8efe6b6b70cb
-size 479869180

runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p7135_epoch_0002_step_0000006.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:396e7f890693ff4c9e66c5a032b7f64f7b9726e2444f8905fba4dcd271a73ae1
-size 479869180

runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p0758_epoch_0001_step_0000005.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:521c483b0b3d397bb36de36dc67ea70e889a21e03acb7556511d72a73c630a8e
-size 479869180

runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p4788_epoch_0001_step_0000004.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:901f7c489858f42284eb3901fedc5d709dfe2b5294beeaf360d0c5c5df1dfde2
-size 479869180

runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:04cd233af6ddea22f6761b3b496d97e9d3152f4e52bd9c3df29531442f441bac
-size 479869180

runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000003.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5f491db31011ef9897109678c69da97f8eee3294c21b2a4c52ac577402e41842
-size 479860168

runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000004.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:931e2b4f715ce6d6bdec3c0b5bc392aefac7157bf9f97e1ae9b0dbb32a609ab2
-size 479860168

runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000005.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:10459c8feacc86abc3820d50a906ec37266fb2f997651fd9f80e5332b95df9dd
-size 479860168

runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000006.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f25e2f0e4bc78191bcc51a49aa69328f49d9d583cf7912fc5590199fb9ba123b
-size 479860168

runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000007.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0e5f9f52b072b46c6dfd87ef63a7be12ae88b5b5ded5bcfae4c1fd03c05847ea
-size 479860168

runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000008.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:45b8a2f9756b7c1dad12a591a6edf917adacb9adc51664629df6c3ffce4ee03f
-size 479860168

runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000009.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:49c66aaf2a8758cc0401d66b4f50495422f2dd9683c601dc7111df975467a3b2
-size 479860168