初始化项目，由ModelHub XC社区提供模型

Model: foreverlasting1202/QuestA-Nemotron-1.5B
Source: Original Platform

.gitattributes

@@ -0,0 +1,36 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,118 @@
+---
+library_name: transformers
+license: apache-2.0
+license_link: https://github.com/foreverlasting1202/QuestA/blob/main/LICENSE
+pipeline_tag: text-generation
+
+---
+
+# QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation
+
+<p align="center">
+  | <a href="https://www.arxiv.org/abs/2507.13266"><b>Paper</b></a> | <a href="https://github.com/foreverlasting1202/QuestA/"><b>Documentation</b></a> | <a
+href="https://mercurial-kidney-02d.notion.site/QuestA-Expanding-Reasoning-Capacity-in-LLMs-via-Question-Augmentation-216b21d08abb81a1bcecfe79e7d1e88a"><b>Blog</b></a> | <a
+href="https://huggingface.co/foreverlasting1202/QuestA-Nemotron-1.5B"><b>🤗Models</b></a> | <a
+href="https://huggingface.co/datasets/foreverlasting1202/QuestA"><b>🤗Datas</b></a> | <a
+</p>
+
+## Highlights
+
+QuestA introduces **question augmentation** to significantly improve reasoning tasks in large language models (LLMs). By incorporating partial solutions during reinforcement learning (RL) training, QuestA enhances problem-solving capacity and accelerates learning on challenging tasks. Key improvements with **QuestA**:
+
+- **Significant performance boost** on math reasoning benchmarks (e.g., AIME25, HMMT25), including a **10%+ increase** in accuracy.
+- **Enhanced training efficiency** via augmented prompts, allowing more tractable learning on hard problems.
+- **State-of-the-art results** for 1.5B-parameter models, making QuestA effective even on models with smaller parameter sizes.
+
+
+![benchmarks](https://cdn-uploads.huggingface.co/production/uploads/6740b458116d17ed148be1e3/JUT4yQ_U5Wm8A7c_at1px.png)
+
+![pass_full](https://cdn-uploads.huggingface.co/production/uploads/6740b458116d17ed148be1e3/Ix-WKPAFScqmzC83Uz6qw.png)
+
+## Model Overview
+
+- **Model Type**: Causal Language Model (RL-based Training)
+- **Training Method**: Reinforcement Learning (RL) with Question Augmentation
+- **Number of Parameters**: 1.5B (base model), augmented with dynamic difficulty control
+- **Layer Count**: Customizable based on the RL training configuration
+- **Context Length**: 32K tokens (configurable)
+- **Main Innovation**: Question Augmentation with Partial Solutions
+
+QuestA dynamically adjusts problem difficulty by providing partial solutions to complex problems, thus improving the model’s ability to solve hard tasks more effectively.
+
+## Performance
+
+QuestA achieves the following performance improvements over baseline models, particularly in the field of math reasoning:
+
+| Model                   | AIME24   | AIME25   | HMMT FEB 25 | Olympiad Bench | BRUMO25  | Avg.     |
+| ----------------------- | -------- | -------- | ----------- | -------------- | -------- | -------- |
+| DeepSeek-R1-Distill-32B | **72.6** | 51.8     | 33.0        | 65.0           | 68.0     | 58.1     |
+| Qwen3-1.7B              | 48.3     | 36.8     | 22.2        | 56.1           | 44.1     | 41.5     |
+| Nemotron-1.5B           | 61.8     | 49.5     | 31.6        | 64.6           | 58.2     | 53.1     |
+| *QuestA*-Nemotron-1.5B  | 72.5     | **62.3** | **41.7**    | **70.4**       | **69.5** | **63.3** |
+
+- **Pass@k Performance**: Shows consistent improvement across various difficulty levels.
+
+## Quickstart
+
+To get started with QuestA, you can load the model using the `transformers` library. Make sure you have the latest version installed.
+
+```bash
+pip install transformers
+```
+
+Example Python code to run QuestA:
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model_name = "QuestA/QuestA-Nemotron-1.5B"
+
+# Load model and tokenizer
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name)
+
+# Generate response with augmented question
+prompt = "Solve for x: 2x + 3 = 11."
+inputs = tokenizer(prompt, return_tensors="pt")
+outputs = model.generate(**inputs)
+
+# Decode the response
+response = tokenizer.decode(outputs[0], skip_special_tokens=True)
+print(response)
+```
+
+For deployment, QuestA can be served using frameworks like **vLLM** or **SGLang**:
+
+```bash
+# For vLLM
+vllm serve QuestA/QuestA-Nemotron-1.5B --tensor-parallel-size 8 --max-model-len 32768
+```
+
+## Key Features
+
+- **Question Augmentation**: Prepend partial solutions to difficult problems, aiding model learning.
+- **Curriculum-based RL**: Gradually reduce dependency on hints as training progresses.
+- **Training with Augmented Data**: Use dynamically filtered datasets to focus on the hardest problems.
+- **Efficient Learning**: Faster convergence on complex tasks due to better sampling and more informative rewards.
+
+## Citation
+
+If you find this work useful, please cite our paper:
+
+```bibtex
+@misc{li2025questaexpandingreasoningcapacity,
+      title={QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation}, 
+      author={Jiazheng Li and Hong Lu and Kaiyue Wen and Zaiwen Yang and Jiaxuan Gao and Hongzhou Lin and Yi Wu and Jingzhao Zhang},
+      year={2025},
+      eprint={2507.13266},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2507.13266}, 
+}
+```
+
+For more details on the methodology, results, and code, visit the official [QuestA GitHub repository](https://github.com/foreverlasting1202/QuestA).
+
+## Conclusion
+
+QuestA is a novel framework for enhancing LLMs' reasoning capabilities by addressing complex problems more effectively. By augmenting the training process with partial solutions, QuestA accelerates learning, resulting in state-of-the-art performance on benchmark math reasoning tasks and more.

added_tokens.json

@@ -0,0 +1,24 @@
+{
+  "</tool_call>": 151658,
+  "<tool_call>": 151657,
+  "<|box_end|>": 151649,
+  "<|box_start|>": 151648,
+  "<|endoftext|>": 151643,
+  "<|file_sep|>": 151664,
+  "<|fim_middle|>": 151660,
+  "<|fim_pad|>": 151662,
+  "<|fim_prefix|>": 151659,
+  "<|fim_suffix|>": 151661,
+  "<|im_end|>": 151645,
+  "<|im_start|>": 151644,
+  "<|image_pad|>": 151655,
+  "<|object_ref_end|>": 151647,
+  "<|object_ref_start|>": 151646,
+  "<|quad_end|>": 151651,
+  "<|quad_start|>": 151650,
+  "<|repo_name|>": 151663,
+  "<|video_pad|>": 151656,
+  "<|vision_end|>": 151653,
+  "<|vision_pad|>": 151654,
+  "<|vision_start|>": 151652
+}

config.json

@@ -0,0 +1,26 @@
+{
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "hidden_act": "silu",
+  "hidden_size": 1536,
+  "initializer_range": 0.02,
+  "intermediate_size": 8960,
+  "max_position_embeddings": 131072,
+  "max_window_layers": 28,
+  "model_type": "qwen2",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 28,
+  "num_key_value_heads": 2,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 500000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": true,
+  "torch_dtype": "float16",
+  "transformers_version": "4.51.1",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 151643,
+  "eos_token_id": 151645,
+  "transformers_version": "4.47.1"
+}

pytorch_model-00001-of-00004.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8926eda9317222594d14587eaeb77be018ffdebd5d822577d57f290179b1203
+size 934749390

pytorch_model-00002-of-00004.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c5fc362eb685c98136781c053cf542c38beb49c27e2e7fb58c6dd59f4491939
+size 842402741

pytorch_model-00003-of-00004.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f838ad714d76c591fe5d31f5c7b1c237832938a9ecec6a5a6d6f925dd0b534a
+size 842402805

pytorch_model-00004-of-00004.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b69cd8a5c46505afcf8ec545673ec1689ce019b7c9ad6f80f7962a57bd9c72b
+size 468005070

pytorch_model.bin.index.json

@@ -0,0 +1,373 @@
+{
+    "metadata": {
+        "total_size": 3087435776
+    },
+    "weight_map": {
+        "model.embed_tokens.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.input_layernorm.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.mlp.down_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.mlp.gate_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.mlp.up_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.post_attention_layernorm.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.self_attn.k_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.self_attn.o_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.self_attn.q_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.self_attn.v_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.self_attn.q_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.self_attn.k_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.self_attn.v_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.0.self_attn.rotary_emb.inv_freq": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.input_layernorm.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.mlp.down_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.mlp.gate_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.mlp.up_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.post_attention_layernorm.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.self_attn.k_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.self_attn.o_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.self_attn.q_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.self_attn.v_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.self_attn.q_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.self_attn.k_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.self_attn.v_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.1.self_attn.rotary_emb.inv_freq": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.input_layernorm.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.mlp.down_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.mlp.gate_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.mlp.up_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.post_attention_layernorm.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.self_attn.k_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.self_attn.o_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.self_attn.q_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.self_attn.v_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.self_attn.q_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.self_attn.k_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.self_attn.v_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.2.self_attn.rotary_emb.inv_freq": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.input_layernorm.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.mlp.down_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.mlp.gate_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.mlp.up_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.post_attention_layernorm.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.self_attn.k_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.self_attn.o_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.self_attn.q_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.self_attn.v_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.self_attn.q_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.self_attn.k_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.self_attn.v_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.3.self_attn.rotary_emb.inv_freq": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.input_layernorm.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.mlp.down_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.mlp.gate_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.mlp.up_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.post_attention_layernorm.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.self_attn.k_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.self_attn.o_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.self_attn.q_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.self_attn.v_proj.weight": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.self_attn.q_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.self_attn.k_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.self_attn.v_proj.bias": "pytorch_model-00001-of-00004.bin",
+        "model.layers.4.self_attn.rotary_emb.inv_freq": "pytorch_model-00001-of-00004.bin",
+        "model.layers.5.input_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.mlp.down_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.mlp.gate_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.mlp.up_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.post_attention_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.self_attn.k_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.self_attn.o_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.self_attn.q_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.self_attn.v_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.self_attn.q_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.self_attn.k_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.self_attn.v_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.5.self_attn.rotary_emb.inv_freq": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.input_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.mlp.down_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.mlp.gate_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.mlp.up_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.post_attention_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.self_attn.k_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.self_attn.o_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.self_attn.q_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.self_attn.v_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.self_attn.q_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.self_attn.k_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.self_attn.v_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.6.self_attn.rotary_emb.inv_freq": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.input_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.mlp.down_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.mlp.gate_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.mlp.up_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.post_attention_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.self_attn.k_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.self_attn.o_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.self_attn.q_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.self_attn.v_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.self_attn.q_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.self_attn.k_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.self_attn.v_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.7.self_attn.rotary_emb.inv_freq": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.input_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.mlp.down_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.mlp.gate_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.mlp.up_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.post_attention_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.self_attn.k_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.self_attn.o_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.self_attn.q_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.self_attn.v_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.self_attn.q_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.self_attn.k_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.self_attn.v_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.8.self_attn.rotary_emb.inv_freq": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.input_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.mlp.down_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.mlp.gate_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.mlp.up_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.post_attention_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.self_attn.k_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.self_attn.o_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.self_attn.q_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.self_attn.v_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.self_attn.q_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.self_attn.k_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.self_attn.v_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.9.self_attn.rotary_emb.inv_freq": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.input_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.mlp.down_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.mlp.gate_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.mlp.up_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.post_attention_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.self_attn.k_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.self_attn.o_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.self_attn.q_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.self_attn.v_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.self_attn.q_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.self_attn.k_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.self_attn.v_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.10.self_attn.rotary_emb.inv_freq": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.input_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.mlp.down_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.mlp.gate_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.mlp.up_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.post_attention_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.self_attn.k_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.self_attn.o_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.self_attn.q_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.self_attn.v_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.self_attn.q_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.self_attn.k_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.self_attn.v_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.11.self_attn.rotary_emb.inv_freq": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.input_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.mlp.down_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.mlp.gate_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.mlp.up_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.post_attention_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.self_attn.k_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.self_attn.o_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.self_attn.q_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.self_attn.v_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.self_attn.q_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.self_attn.k_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.self_attn.v_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.12.self_attn.rotary_emb.inv_freq": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.input_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.mlp.down_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.mlp.gate_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.mlp.up_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.post_attention_layernorm.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.self_attn.k_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.self_attn.o_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.self_attn.q_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.self_attn.v_proj.weight": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.self_attn.q_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.self_attn.k_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.self_attn.v_proj.bias": "pytorch_model-00002-of-00004.bin",
+        "model.layers.13.self_attn.rotary_emb.inv_freq": "pytorch_model-00002-of-00004.bin",
+        "model.layers.14.input_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.mlp.down_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.mlp.gate_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.mlp.up_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.post_attention_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.self_attn.k_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.self_attn.o_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.self_attn.q_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.self_attn.v_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.self_attn.q_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.self_attn.k_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.self_attn.v_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.14.self_attn.rotary_emb.inv_freq": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.input_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.mlp.down_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.mlp.gate_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.mlp.up_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.post_attention_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.self_attn.k_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.self_attn.o_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.self_attn.q_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.self_attn.v_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.self_attn.q_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.self_attn.k_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.self_attn.v_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.15.self_attn.rotary_emb.inv_freq": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.input_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.mlp.down_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.mlp.gate_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.mlp.up_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.post_attention_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.self_attn.k_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.self_attn.o_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.self_attn.q_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.self_attn.v_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.self_attn.q_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.self_attn.k_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.self_attn.v_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.16.self_attn.rotary_emb.inv_freq": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.input_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.mlp.down_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.mlp.gate_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.mlp.up_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.post_attention_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.self_attn.k_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.self_attn.o_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.self_attn.q_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.self_attn.v_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.self_attn.q_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.self_attn.k_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.self_attn.v_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.17.self_attn.rotary_emb.inv_freq": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.input_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.mlp.down_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.mlp.gate_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.mlp.up_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.post_attention_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.self_attn.k_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.self_attn.o_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.self_attn.q_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.self_attn.v_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.self_attn.q_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.self_attn.k_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.self_attn.v_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.18.self_attn.rotary_emb.inv_freq": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.input_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.mlp.down_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.mlp.gate_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.mlp.up_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.post_attention_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.self_attn.k_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.self_attn.o_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.self_attn.q_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.self_attn.v_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.self_attn.q_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.self_attn.k_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.self_attn.v_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.19.self_attn.rotary_emb.inv_freq": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.input_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.mlp.down_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.mlp.gate_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.mlp.up_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.post_attention_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.self_attn.k_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.self_attn.o_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.self_attn.q_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.self_attn.v_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.self_attn.q_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.self_attn.k_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.self_attn.v_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.20.self_attn.rotary_emb.inv_freq": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.input_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.mlp.down_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.mlp.gate_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.mlp.up_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.post_attention_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.self_attn.k_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.self_attn.o_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.self_attn.q_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.self_attn.v_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.self_attn.q_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.self_attn.k_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.self_attn.v_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.21.self_attn.rotary_emb.inv_freq": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.input_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.mlp.down_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.mlp.gate_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.mlp.up_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.post_attention_layernorm.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.self_attn.k_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.self_attn.o_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.self_attn.q_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.self_attn.v_proj.weight": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.self_attn.q_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.self_attn.k_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.self_attn.v_proj.bias": "pytorch_model-00003-of-00004.bin",
+        "model.layers.22.self_attn.rotary_emb.inv_freq": "pytorch_model-00003-of-00004.bin",
+        "model.layers.23.input_layernorm.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.mlp.down_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.mlp.gate_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.mlp.up_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.post_attention_layernorm.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.self_attn.k_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.self_attn.o_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.self_attn.q_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.self_attn.v_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.self_attn.q_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.self_attn.k_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.self_attn.v_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.23.self_attn.rotary_emb.inv_freq": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.input_layernorm.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.mlp.down_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.mlp.gate_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.mlp.up_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.post_attention_layernorm.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.self_attn.k_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.self_attn.o_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.self_attn.q_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.self_attn.v_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.self_attn.q_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.self_attn.k_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.self_attn.v_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.24.self_attn.rotary_emb.inv_freq": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.input_layernorm.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.mlp.down_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.mlp.gate_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.mlp.up_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.post_attention_layernorm.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.self_attn.k_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.self_attn.o_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.self_attn.q_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.self_attn.v_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.self_attn.q_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.self_attn.k_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.self_attn.v_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.25.self_attn.rotary_emb.inv_freq": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.input_layernorm.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.mlp.down_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.mlp.gate_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.mlp.up_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.post_attention_layernorm.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.self_attn.k_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.self_attn.o_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.self_attn.q_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.self_attn.v_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.self_attn.q_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.self_attn.k_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.self_attn.v_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.26.self_attn.rotary_emb.inv_freq": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.input_layernorm.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.mlp.down_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.mlp.gate_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.mlp.up_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.post_attention_layernorm.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.self_attn.k_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.self_attn.o_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.self_attn.q_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.self_attn.v_proj.weight": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.self_attn.q_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.self_attn.k_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.self_attn.v_proj.bias": "pytorch_model-00004-of-00004.bin",
+        "model.layers.27.self_attn.rotary_emb.inv_freq": "pytorch_model-00004-of-00004.bin",
+        "model.norm.weight": "pytorch_model-00004-of-00004.bin"
+    }
+}

special_tokens_map.json

@@ -0,0 +1,31 @@
+{
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "eos_token": {
+    "content": "<|im_end|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa
+size 11421896

tokenizer_config.json

@@ -0,0 +1,208 @@
+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "151643": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151644": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151645": {
+      "content": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151646": {
+      "content": "<|object_ref_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151647": {
+      "content": "<|object_ref_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151648": {
+      "content": "<|box_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151649": {
+      "content": "<|box_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151650": {
+      "content": "<|quad_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151651": {
+      "content": "<|quad_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151652": {
+      "content": "<|vision_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151653": {
+      "content": "<|vision_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151654": {
+      "content": "<|vision_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151655": {
+      "content": "<|image_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151656": {
+      "content": "<|video_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151657": {
+      "content": "<tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151658": {
+      "content": "</tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151659": {
+      "content": "<|fim_prefix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151660": {
+      "content": "<|fim_middle|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151661": {
+      "content": "<|fim_suffix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151662": {
+      "content": "<|fim_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151663": {
+      "content": "<|repo_name|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151664": {
+      "content": "<|file_sep|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "bos_token": null,
+  "chat_template": "{%- if messages[0]['role'] == 'system' %}\n    {{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }}\n{%- else %}\n    {{- '<|im_start|>system\n<|im_end|>\n' }}\n{%- endif %}\n{%- for message in messages %}\n    {%- if (message.role == 'user') or (message.role == 'system' and not loop.first) or (message.role == 'assistant') %}\n        {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\n' }}\n{%- endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "model_max_length": 131072,
+  "pad_token": "<|endoftext|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}