Upload folder using huggingface_hub

.gitattributes

@@ -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

@@ -0,0 +1,110 @@
+---
+license: gemma
+base_model: google/gemma-3-4b-it
+language:
+- en
+tags:
+- mlx
+- gemma3
+- text-simplification
+- cefr
+- grpo
+- lora
+pipeline_tag: text2text-generation
+---
+
+# Claro — a Gemma-3 4B CEFR A2 simplifier
+
+*Claro* (Spanish: "clear") is a fine-tuned **Gemma 3 4B Instruct** that rewrites complex English at **CEFR A2**
+(elementary) level while preserving the source's facts. Trained on Apple Silicon
+with MLX (LoRA), via SFT followed by GRPO against a decomposed, mostly-deterministic
+reward.
+
+> **Format note:** this is an **MLX** model (converted base:
+> [`mlx-community/gemma-3-4b-it-bf16`](https://huggingface.co/mlx-community/gemma-3-4b-it-bf16)).
+> It loads with `mlx_lm` on Apple Silicon. It is **not** a `transformers`/PyTorch
+> checkpoint. The repo also ships the LoRA adapter under [`adapter/`](./adapter)
+> for applying on top of the base yourself.
+
+## Usage (MLX)
+
+The model expects its **chat template** with the training **system prompt** — a raw
+prompt string will make it ramble. Replicate the training invocation:
+
+```python
+from mlx_lm import load, generate
+
+model, tok = load("miguelconner4/gemma-3-4b-cefr-a2-en")
+
+SYSTEM = ("Rewrite the user's text in CEFR A2 (Elementary English): short simple "
+          "sentences, basic vocabulary, no idioms. Keep all important facts. "
+          "Output only the rewritten text.")
+
+complex_text = "The edifice, constructed circa 1750, was subsequently designated a historic landmark."
+prompt = tok.apply_chat_template(
+    [{"role": "system", "content": SYSTEM},
+     {"role": "user", "content": complex_text}],
+    tokenize=False, add_generation_prompt=True,
+)
+print(generate(model, tok, prompt=prompt, max_tokens=512, verbose=False))
+# -> "The building was built around 1750. People decided it was important history."
+```
+
+## How it was trained
+
+1. **SFT** on ~1,500 (complex → A2) paragraph pairs distilled from a frontier model
+   over random Wikipedia paragraphs, filtered by LLM judges.
+2. **GRPO** (200 iters, group size 8, GSPO sequence-level importance sampling,
+   KL β=0.1) from the SFT checkpoint, against a **cardinal multiplicative reward**:
+
+   `reward = level_band × vocab × fidelity × format_gates` (each ∈ [0,1]).
+
+   - `level_band` — deterministic A2 difficulty: readability (Flesch), mean sentence
+     length, **passive** and **subordination** density, with bands calibrated to the
+     10th–90th percentiles of real A2 reference texts.
+   - `vocab` — penalty for off-A2-list words, with gloss-aware exemption (defining a
+     hard term in-line is not penalized).
+   - `fidelity` — LLM judge, decomposed into fact-level **recall** + **hallucination**
+     counts (not a holistic score).
+   - `format_gates` — hard pass/fail for markdown / degenerate loops.
+
+## Evaluation (30 held-out Wikipedia paragraphs)
+
+Difficulty via a DeepSeek mode-of-3 CEFR classifier; faithfulness via an LLM judge
+(fact recall + unsupported-claim count).
+
+| metric | this model | SFT-only start |
+|---|---|---|
+| A2 (target) | **70%** | 70% |
+| B1 (too hard) | **6.7%** | 13.3% |
+| A1 (too simple) | 23.3% | 16.7% |
+| hallucination-flag rate | **0.23** | 0.37 |
+| fact recall | 0.985 | 0.993 |
+
+GRPO roughly **halved the hallucination rate** of the SFT start while holding A2 and
+*reducing* over-hard (B1) outputs.
+
+**De-circularization (judge-swap):** since the model trained against an Anthropic
+judge, faithfulness was re-scored with disjoint judge families. `gpt-4o` agreed the
+trained model hallucinates less; `gemini-3.5-flash` scored it at parity. Net honest
+verdict: **faithfulness held-or-improved, recall preserved (~0.98–1.0) across all
+three judges** — not a clean unanimous gain.
+
+## Limitations
+
+- **MLX-only** (Apple Silicon). No PyTorch/transformers weights provided.
+- Evaluated at n=30; CEFR classification is genuinely noisy at the A2/B1 boundary
+  (judges agree with a strict reference only ~50% of the time there). Treat the
+  numbers as ±10pp.
+- ~10–20% of outputs still carry a fidelity slip. The dominant failure mode is
+  **subtle attribute/relation errors** (e.g. reversing "older" ↔ "younger sister",
+  dropping a qualifier), not wholesale fabrication.
+- English-only; tuned on encyclopedic prose. Out-of-domain text (dialogue, code,
+  poetry) is untested.
+
+## License
+
+Derivative of Google's **Gemma 3**; use is governed by the
+[Gemma Terms of Use](https://ai.google.dev/gemma/terms) and the
+[Gemma Prohibited Use Policy](https://ai.google.dev/gemma/prohibited_use_policy),
+which carry over to this model.

chat_template.jinja

@@ -0,0 +1,47 @@
+{{ bos_token }}
+{%- if messages[0]['role'] == 'system' -%}
+    {%- if messages[0]['content'] is string -%}
+        {%- set first_user_prefix = messages[0]['content'] + '
+
+' -%}
+    {%- else -%}
+        {%- set first_user_prefix = messages[0]['content'][0]['text'] + '
+
+' -%}
+    {%- endif -%}
+    {%- 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

@@ -0,0 +1,18 @@
+{
+    "model_type": "gemma3",
+    "text_config": {
+        "hidden_size": 2560,
+        "intermediate_size": 10240,
+        "model_type": "gemma3_text",
+        "num_hidden_layers": 34,
+        "rope_scaling": {
+            "factor": 8.0,
+            "rope_type": "linear"
+        },
+        "sliding_window": 1024,
+        "vocab_size": 262208,
+        "num_attention_heads": 8,
+        "num_key_value_heads": 4
+    },
+    "vocab_size": 262208
+}

model-00001-of-00002.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14c4ae4b705d04a51061a7d2f4bc277514d3d4ad4e3a3fe6625b48dd829d9c5d
+size 5338068786

model-00002-of-00002.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b15bb4af168a40a12d45123ae7478797703e4d4be1b33f93df1c03f502035939
+size 3765020765

model.safetensors.index.json

@@ -0,0 +1,453 @@
+{
+    "metadata": {
+        "total_size": 9103031296,
+        "total_parameters": 4551515648
+    },
+    "weight_map": {
+        "language_model.lm_head.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.embed_tokens.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.0.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.1.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.10.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.11.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.12.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.13.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.14.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.15.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.16.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.17.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.18.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.19.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.2.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.20.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.21.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.21.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.21.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.21.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.21.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.21.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.21.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.21.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.21.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.21.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.21.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.21.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.21.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.22.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.22.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.23.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.24.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.25.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.26.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.27.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.28.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.29.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.3.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.3.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.30.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.30.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.31.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.32.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.input_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.mlp.down_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.mlp.gate_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.mlp.up_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.post_attention_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.post_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.pre_feedforward_layernorm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.self_attn.k_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.self_attn.k_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.self_attn.o_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.self_attn.q_norm.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.self_attn.q_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.33.self_attn.v_proj.weight": "model-00002-of-00002.safetensors",
+        "language_model.model.layers.4.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.4.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.5.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.6.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.7.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.8.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.post_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.pre_feedforward_layernorm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.self_attn.k_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.self_attn.q_norm.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.layers.9.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
+        "language_model.model.norm.weight": "model-00002-of-00002.safetensors"
+    }
+}

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:daab2354f8a74e70d70b4d1f804939b68a8c9624dd06cb7858e52dd8970e9726
+size 33384567

tokenizer_config.json

@@ -0,0 +1,24 @@
+{
+  "backend": "tokenizers",
+  "boi_token": "<start_of_image>",
+  "bos_token": "<bos>",
+  "clean_up_tokenization_spaces": false,
+  "eoi_token": "<end_of_image>",
+  "eos_token": "<eos>",
+  "image_token": "<image_soft_token>",
+  "is_local": true,
+  "mask_token": "<mask>",
+  "model_max_length": 1000000000000000019884624838656,
+  "model_specific_special_tokens": {
+    "boi_token": "<start_of_image>",
+    "eoi_token": "<end_of_image>",
+    "image_token": "<image_soft_token>"
+  },
+  "pad_token": "<pad>",
+  "processor_class": "Gemma3Processor",
+  "sp_model_kwargs": null,
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "GemmaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}