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@@ -33,3 +33,4 @@ saved_model/**/* 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
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,3 +1,37 @@
----
-license: mit
----
+---
+library_name: peft
+tags:
+- axolotl
+- lora
+- transformers
+- gemma
+pipeline_tag: text-generation
+base_model: google/gemma-3-27b-it
+---
+
+# EmoN1
+
+Fine-tuned from [google/gemma-3-27b-it](https://huggingface.co/google/gemma-3-27b-it) using QLoRA.
+
+## Training Details
+
+- **Base Model:** google/gemma-3-27b-it
+- **Method:** QLoRA (4-bit quantization + LoRA)
+- **LoRA Rank:** 32
+- **LoRA Alpha:** 64
+- **Sequence Length:** 8192
+- **Epochs:** 3
+- **Learning Rate:** 2e-4
+
+### Training Results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 0.9058        | 1.0   | 63   | 0.8959          |
+| 0.8279        | 2.0   | 126  | 0.8607          |
+
+### Framework Versions
+
+- PEFT 0.17.1
+- Transformers 4.55.4
+- Pytorch 2.7.1+cu126

adapter/adapter_config.json

@@ -0,0 +1,34 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "/tmp/base_model_dir/vertex-model-garden-restricted-us/gemma3/gemma-3-27b-it",
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": null,
+  "fan_in_fan_out": null,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 8,
+  "lora_bias": false,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 4,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": "model.language_model.layers.[\\d]+.(mlp|cross_attn|self_attn).(up|down|gate|q|k|v|o)_proj",
+  "target_parameters": [],
+  "task_type": "CAUSAL_LM",
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}

adapter/adapter_model.safetensors

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added_tokens.json

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+{
+  "<image_soft_token>": 262144
+}

chat_template.jinja

@@ -0,0 +1,41 @@
+{{ bos_token }}
+{%- if messages[0]['role'] == 'system' -%}
+    {%- set first_user_prefix = messages[0]['content'][0]['text'] + '
+
+' -%}
+    {%- set loop_messages = messages[1:] -%}
+{%- else -%}
+    {%- set first_user_prefix = "" -%}
+    {%- set loop_messages = messages -%}
+{%- endif -%}
+{%- for message in loop_messages -%}
+    {%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) -%}
+        {{ raise_exception("Conversation roles must alternate user/assistant/user/assistant/...") }}
+    {%- endif -%}
+    {%- if (message['role'] == 'assistant') -%}
+        {%- set role = "model" -%}
+    {%- else -%}
+        {%- set role = message['role'] -%}
+    {%- endif -%}
+    {{ '<start_of_turn>' + role + '
+' + (first_user_prefix if loop.first else "") }}
+    {%- if message['content'] is string -%}
+        {{ message['content'] | trim }}
+    {%- elif message['content'] is iterable -%}
+        {%- for item in message['content'] -%}
+            {%- if item['type'] == 'image' -%}
+                {{ '<start_of_image>' }}
+            {%- elif item['type'] == 'text' -%}
+                {{ item['text'] | trim }}
+            {%- endif -%}
+        {%- endfor -%}
+    {%- else -%}
+        {{ raise_exception("Invalid content type") }}
+    {%- endif -%}
+    {{ '<end_of_turn>
+' }}
+{%- endfor -%}
+{%- if add_generation_prompt -%}
+    {{'<start_of_turn>model
+'}}
+{%- endif -%}

config.json

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+{
+  "architectures": [
+    "Gemma3ForConditionalGeneration"
+  ],
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+  "eoi_token_index": 256000,
+  "eos_token_id": 1,
+  "image_token_index": 262144,
+  "initializer_range": 0.02,
+  "mm_tokens_per_image": 256,
+  "model_type": "gemma3",
+  "text_config": {
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+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "attn_logit_softcapping": null,
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+    "hidden_size": 5376,
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+    "intermediate_size": 21504,
+    "layer_types": [
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+      "sliding_attention",
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+    "max_position_embeddings": 131072,
+    "model_type": "gemma3_text",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 62,
+    "num_key_value_heads": 16,
+    "query_pre_attn_scalar": 168,
+    "rms_norm_eps": 1e-06,
+    "rope_local_base_freq": 10000.0,
+    "rope_scaling": {
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+      "rope_type": "linear"
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+    "rope_theta": 1000000.0,
+    "sliding_window": 1024,
+    "torch_dtype": "bfloat16",
+    "use_cache": false,
+    "vocab_size": 262208
+  },
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.55.4",
+  "use_cache": true,
+  "vision_config": {
+    "attention_dropout": 0.0,
+    "hidden_act": "gelu_pytorch_tanh",
+    "hidden_size": 1152,
+    "image_size": 896,
+    "intermediate_size": 4304,
+    "layer_norm_eps": 1e-06,
+    "model_type": "siglip_vision_model",
+    "num_attention_heads": 16,
+    "num_channels": 3,
+    "num_hidden_layers": 27,
+    "patch_size": 14,
+    "torch_dtype": "bfloat16",
+    "vision_use_head": false
+  }
+}

generation_config.json

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+  "bos_token_id": 2,
+  "cache_implementation": "hybrid",
+  "do_sample": true,
+  "eos_token_id": [
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+    106
+  ],
+  "pad_token_id": 0,
+  "transformers_version": "4.55.4"
+}

managed_oss_fine_tuning_marker.json

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preprocessor_config.json

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processor_config.json

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runs/Dec06_07-52-04_gke-cml-1206-073712--a3-highgpu-8g-81-ed3f35b7-vmxs/events.out.tfevents.1765007538.gke-cml-1206-073712--a3-highgpu-8g-81-ed3f35b7-vmxs.9320.0

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special_tokens_map.json

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