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.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 +1,143 @@
+---
+language:
+  - en
+  - zh
+license: apache-2.0
+library_name: transformers
+tags:
+  - audio
+  - speech
+  - audio-language-model
+  - speech-to-text
+  - speech-to-speech
+  - voice-chat
+pipeline_tag: audio-text-to-text
+---
+
+# Fun-Audio-Chat-8B
+
+<p align="right">
+  <a href="README.md">English</a> | <a href="README_zh.md">中文</a>
+</p>
+
+<div align="center">
+
+**Fun-Audio-Chat** is a Large Audio Language Model built for natural, low-latency voice interactions.
+
+[![Paper](https://img.shields.io/badge/Paper-PDF-red)](https://github.com/FunAudioLLM/Fun-Audio-Chat/blob/main/Fun-Audio-Chat-Technical-Report.pdf)
+[![GitHub](https://img.shields.io/badge/GitHub-Code-blue)](https://github.com/FunAudioLLM/Fun-Audio-Chat)
+[![Demo](https://img.shields.io/badge/Demo-Page-green)](https://funaudiollm.github.io/funaudiochat)
+
+**Tongyi Fun Team, Alibaba Group**
+
+</div>
+
+## Model Description
+
+Fun-Audio-Chat is a Large Audio Language Model built for natural, low-latency voice interactions. It introduces **Dual-Resolution Speech Representations** (an efficient 5Hz shared backbone + a 25Hz refined head) to cut compute while keeping high speech quality, and **Core-Cocktail training** to preserve strong text LLM capabilities. It delivers top-tier results on spoken QA, audio understanding, speech function calling, speech instruction-following and voice empathy benchmarks.
+
+### Key Features
+
+- **Dual-Resolution Speech Representations**: Efficient 5Hz frame rate (vs. 12.5Hz or 25Hz for other models), reducing GPU hours by nearly 50% while maintaining high speech quality
+- **State-of-the-Art Performance**: Ranks Top among models of the same size (around-8B parameters) on OpenAudioBench, VoiceBench, UltraEval-Audio, MMAU, MMAU-Pro, MMSU, Speech-ACEBench, Speech-BFCL, Speech-SmartInteract, VStyle
+- **Comprehensive Capabilities**: Supports spoken QA, audio understanding, speech function calling, speech instruction-following, voice empathy
+
+## Model Details
+
+| Attribute | Value |
+|-----------|-------|
+| Model Size | ~8B parameters |
+| Architecture | Dual-Resolution Speech Representations |
+| Languages | English, Chinese |
+| License | Apache 2.0 |
+
+## Requirements
+
+- Python == 3.12
+- PyTorch == 2.8.0
+- ffmpeg
+- GPU Memory: ~24GB for inference, 4×80GB for training
+
+## Installation
+
+```bash
+git clone --recurse-submodules https://github.com/FunAudioLLM/Fun-Audio-Chat
+cd Fun-Audio-Chat
+
+apt install ffmpeg
+conda create -n FunAudioChat python=3.12 -y
+conda activate FunAudioChat
+pip install torch==2.8.0 torchaudio==2.8.0 --index-url https://download.pytorch.org/whl/cu128
+pip install -r requirements.txt
+```
+
+## Quick Start
+
+### Download Models
+
+**Using HuggingFace:**
+```bash
+pip install huggingface-hub
+hf download FunAudioLLM/Fun-Audio-Chat-8B --local-dir ./pretrained_models/Fun-Audio-Chat-8B
+hf download FunAudioLLM/Fun-CosyVoice3-0.5B-2512 --local-dir ./pretrained_models/Fun-CosyVoice3-0.5B-2512
+```
+
+**Or using ModelScope:**
+```bash
+modelscope download --model FunAudioLLM/Fun-Audio-Chat-8B --local_dir pretrained_models/Fun-Audio-Chat-8B
+modelscope download --model FunAudioLLM/Fun-CosyVoice3-0.5B-2512 --local_dir pretrained_models/Fun-CosyVoice3-0.5B-2512
+```
+
+### Inference
+
+```bash
+export PYTHONPATH=`pwd`
+# Speech-to-Text
+python examples/infer_s2t.py
+# Speech-to-Speech
+python examples/infer_s2s.py
+```
+
+## Evaluation
+
+| Benchmark | Category |
+|-----------|----------|
+| OpenAudioBench | Spoken QA |
+| VoiceBench | Spoken QA |
+| UltraEval-Audio | Speech-to-Speech |
+| MMAU, MMAU-Pro, MMSU | Audio Understanding |
+| Speech-ACEBench, Speech-BFCL, Speech-SmartInteract | Speech Function Calling |
+| VStyle | Speech Instruction-Following |
+
+For detailed evaluation instructions, please refer to the [GitHub repository](https://github.com/FunAudioLLM/Fun-Audio-Chat).
+
+## Citation
+
+If you find this model useful, please cite our paper:
+
+```bibtex
+@article{funaudiochat2025,
+  title={Fun-Audio-Chat: A Large Audio Language Model for Natural Voice Interactions},
+  author={Tongyi Fun Team},
+  year={2025}
+}
+```
+
+## License
+
+This model is licensed under the [Apache 2.0 License](https://www.apache.org/licenses/LICENSE-2.0).
+
+## Acknowledgments
+
+This project is based on the following excellent open-source projects:
+
+- [Transformers](https://github.com/huggingface/transformers)
+- [LlamaFactory](https://github.com/hiyouga/LLaMA-Factory)
+- [Moshi](https://github.com/kyutai-labs/moshi)
+- [CosyVoice](https://github.com/FunAudioLLM/CosyVoice)
+
+## Contact
+
+- 🐛 Submit an [Issue](https://github.com/FunAudioLLM/Fun-Audio-Chat/issues)
+- 💡 Submit a [Pull Request](https://github.com/FunAudioLLM/Fun-Audio-Chat/pulls)
+

README_zh.md

@@ -0,0 +1,143 @@
+---
+language:
+  - en
+  - zh
+license: apache-2.0
+library_name: transformers
+tags:
+  - audio
+  - speech
+  - audio-language-model
+  - speech-to-text
+  - speech-to-speech
+  - voice-chat
+pipeline_tag: audio-text-to-text
+---
+
+# Fun-Audio-Chat-8B
+
+<p align="right">
+  <a href="README.md">English</a> | <a href="README_zh.md">中文</a>
+</p>
+
+<div align="center">
+
+**Fun-Audio-Chat** 是一个专为自然、低延迟语音交互打造的大型音频语言模型。
+
+[![论文](https://img.shields.io/badge/论文-PDF-red)](https://github.com/FunAudioLLM/Fun-Audio-Chat/blob/main/Fun-Audio-Chat-Technical-Report.pdf)
+[![GitHub](https://img.shields.io/badge/GitHub-代码-blue)](https://github.com/FunAudioLLM/Fun-Audio-Chat)
+[![演示](https://img.shields.io/badge/演示-页面-green)](https://funaudiollm.github.io/funaudiochat)
+
+**通义Fun团队，阿里巴巴集团**
+
+</div>
+
+## 模型介绍
+
+Fun-Audio-Chat 是一个专为自然、低延迟语音交互打造的大型音频语言模型。它引入了**双分辨率语音表征**（高效的5Hz共享骨干网络 + 25Hz精细化头部），在保持高语音质量的同时大幅降低计算开销，并采用**Core-Cocktail训练策略**来保持强大的文本LLM能力。该模型在语音问答、音频理解、语音函数调用、语音指令遵循和语音情感共鸣等基准测试中均取得了顶尖成绩。
+
+### 核心特性
+
+- **双分辨率语音表征**：高效的5Hz帧率（相比其他模型的12.5Hz或25Hz），将GPU训练时间减少近50%，同时保持高语音质量
+- **业界领先性能**：在同等规模模型（约8B参数）中，在OpenAudioBench、VoiceBench、UltraEval-Audio、MMAU、MMAU-Pro、MMSU、Speech-ACEBench、Speech-BFCL、Speech-SmartInteract、VStyle等评测集上排名领先
+- **全面的能力覆盖**：支持语音问答、音频理解、语音函数调用、语音指令遵循、语音情感共鸣
+
+## 模型详情
+
+| 属性 | 值 |
+|------|-----|
+| 模型规模 | ~8B 参数 |
+| 模型架构 | 双分辨率语音表征 |
+| 支持语言 | 英语、中文 |
+| 许可证 | Apache 2.0 |
+
+## 环境要求
+
+- Python == 3.12
+- PyTorch == 2.8.0
+- ffmpeg
+- 显存要求：推理需要 ~24GB，训练需要 4×80GB
+
+## 安装
+
+```bash
+git clone --recurse-submodules https://github.com/FunAudioLLM/Fun-Audio-Chat
+cd Fun-Audio-Chat
+
+apt install ffmpeg
+conda create -n FunAudioChat python=3.12 -y
+conda activate FunAudioChat
+pip install torch==2.8.0 torchaudio==2.8.0 --index-url https://download.pytorch.org/whl/cu128
+pip install -r requirements.txt
+```
+
+## 快速开始
+
+### 下载模型
+
+**使用 HuggingFace 下载：**
+```bash
+pip install huggingface-hub
+hf download FunAudioLLM/Fun-Audio-Chat-8B --local-dir ./pretrained_models/Fun-Audio-Chat-8B
+hf download FunAudioLLM/Fun-CosyVoice3-0.5B-2512 --local-dir ./pretrained_models/Fun-CosyVoice3-0.5B-2512
+```
+
+**或使用 ModelScope 下载：**
+```bash
+modelscope download --model FunAudioLLM/Fun-Audio-Chat-8B --local_dir pretrained_models/Fun-Audio-Chat-8B
+modelscope download --model FunAudioLLM/Fun-CosyVoice3-0.5B-2512 --local_dir pretrained_models/Fun-CosyVoice3-0.5B-2512
+```
+
+### 推理
+
+```bash
+export PYTHONPATH=`pwd`
+# 语音转文字
+python examples/infer_s2t.py
+# 语音转语音
+python examples/infer_s2s.py
+```
+
+## 评测
+
+| 基准测试 | 类别 |
+|---------|------|
+| OpenAudioBench | 语音问答 |
+| VoiceBench | 语音问答 |
+| UltraEval-Audio | 语音转语音 |
+| MMAU, MMAU-Pro, MMSU | 音频理解 |
+| Speech-ACEBench, Speech-BFCL, Speech-SmartInteract | 语音函数调用 |
+| VStyle | 语音指令遵循 |
+
+详细的评测说明请参阅 [GitHub 仓库](https://github.com/FunAudioLLM/Fun-Audio-Chat)。
+
+## 引用
+
+如果您觉得本模型有帮助，请引用我们的论文：
+
+```bibtex
+@article{funaudiochat2025,
+  title={Fun-Audio-Chat: A Large Audio Language Model for Natural Voice Interactions},
+  author={Tongyi Fun Team},
+  year={2025}
+}
+```
+
+## 许可证
+
+本模型采用 [Apache 2.0 许可证](https://www.apache.org/licenses/LICENSE-2.0)。
+
+## 致谢
+
+本项目基于以下优秀的开源项目构建：
+
+- [Transformers](https://github.com/huggingface/transformers)
+- [LlamaFactory](https://github.com/hiyouga/LLaMA-Factory)
+- [Moshi](https://github.com/kyutai-labs/moshi)
+- [CosyVoice](https://github.com/FunAudioLLM/CosyVoice)
+
+## 联系我们
+
+- 🐛 提交 [Issue](https://github.com/FunAudioLLM/Fun-Audio-Chat/issues)
+- 💡 提交 [Pull Request](https://github.com/FunAudioLLM/Fun-Audio-Chat/pulls)
+

added_tokens.json

@@ -0,0 +1,33 @@
+{
+  "</think>": 151668,
+  "</tool_call>": 151658,
+  "</tool_response>": 151666,
+  "<think>": 151667,
+  "<tool_call>": 151657,
+  "<tool_response>": 151665,
+  "<|AUDIO|>": 151669,
+  "<|audio_bos|>": 151670,
+  "<|audio_eos|>": 151671,
+  "<|audio_pad|>": 151672,
+  "<|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,
+  "<|sil|>": 151673,
+  "<|video_pad|>": 151656,
+  "<|vision_end|>": 151653,
+  "<|vision_pad|>": 151654,
+  "<|vision_start|>": 151652
+}

chat_template.jinja

@@ -0,0 +1,86 @@
+{%- if tools %}
+    {{- '<|im_start|>system\n' }}
+    {%- if messages[0].role == 'system' %}
+        {{- messages[0].content + '\n\n' }}
+    {%- endif %}
+    {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
+{%- else %}
+    {%- if messages[0].role == 'system' %}
+        {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
+{%- for message in messages[::-1] %}
+    {%- set index = (messages|length - 1) - loop.index0 %}
+    {%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
+        {%- set ns.multi_step_tool = false %}
+        {%- set ns.last_query_index = index %}
+    {%- endif %}
+{%- endfor %}
+{%- for message in messages %}
+    {%- if message.content is string %}
+        {%- set content = message.content %}
+    {%- else %}
+        {%- set content = '' %}
+    {%- endif %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+        {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
+    {%- elif message.role == "assistant" %}
+        {%- set reasoning_content = '' %}
+        {%- if message.reasoning_content is string %}
+            {%- set reasoning_content = message.reasoning_content %}
+        {%- else %}
+            {%- if '</think>' in content %}
+                {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
+                {%- set content = content.split('</think>')[-1].lstrip('\n') %}
+            {%- endif %}
+        {%- endif %}
+        {%- if loop.index0 > ns.last_query_index %}
+            {%- if loop.last or (not loop.last and reasoning_content) %}
+                {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
+            {%- else %}
+                {{- '<|im_start|>' + message.role + '\n' + content }}
+            {%- endif %}
+        {%- else %}
+            {{- '<|im_start|>' + message.role + '\n' + content }}
+        {%- endif %}
+        {%- if message.tool_calls %}
+            {%- for tool_call in message.tool_calls %}
+                {%- if (loop.first and content) or (not loop.first) %}
+                    {{- '\n' }}
+                {%- endif %}
+                {%- if tool_call.function %}
+                    {%- set tool_call = tool_call.function %}
+                {%- endif %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- content }}
+        {{- '\n</tool_response>' }}
+        {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+            {{- '<|im_end|>\n' }}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|im_start|>assistant\n' }}
+{%- endif %}

config.json

@@ -0,0 +1,98 @@
+{
+  "architectures": [
+    "FunAudioChatForConditionalGeneration"
+  ],
+  "audio_config": {
+    "activation_dropout": 0,
+    "activation_function": "gelu",
+    "attention_dropout": 0,
+    "bos_token_id": 6561,
+    "codebook_size": 6565,
+    "continuous_features_mode": "replace",
+    "crq_transformer_config": {
+      "architectures": [
+        "Qwen3ForCausalLM"
+      ],
+      "attention_bias": false,
+      "attention_dropout": 0.0,
+      "bos_token_id": 151643,
+      "eos_token_id": 151643,
+      "head_dim": 128,
+      "hidden_act": "silu",
+      "hidden_size": 1024,
+      "initializer_range": 0.02,
+      "intermediate_size": 3072,
+      "max_position_embeddings": 32768,
+      "max_window_layers": 28,
+      "model_type": "qwen3",
+      "num_attention_heads": 16,
+      "num_hidden_layers": 28,
+      "num_key_value_heads": 8,
+      "rms_norm_eps": 1e-06,
+      "rope_scaling": null,
+      "rope_theta": 1000000,
+      "sliding_window": null,
+      "tie_word_embeddings": true,
+      "torch_dtype": "bfloat16",
+      "transformers_version": "4.51.0",
+      "use_cache": true,
+      "use_sliding_window": false,
+      "vocab_size": 151936
+    },
+    "d_model": 1280,
+    "dropout": 0,
+    "enable_audio_invert_tower": true,
+    "encoder_attention_heads": 20,
+    "encoder_ffn_dim": 5120,
+    "encoder_layers": 32,
+    "eos_token_id": 6562,
+    "group_size": 5,
+    "initializer_range": 0.02,
+    "max_source_positions": 1500,
+    "model_type": "funaudiochat_audio_encoder",
+    "n_window": 100,
+    "num_hidden_layers": 32,
+    "num_mel_bins": 128,
+    "output_dim": 4096,
+    "pad_token_id": 6563,
+    "scale_embedding": false,
+    "torch_dtype": "bfloat16"
+  },
+  "audio_token_index": 151669,
+  "ignore_index": -100,
+  "model_type": "funaudiochat",
+  "text_config": {
+    "architectures": [
+      "Qwen3ForCausalLM"
+    ],
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "audio_bos_index": 151670,
+    "audio_eos_index": 151671,
+    "bos_token_id": 151643,
+    "eos_token_id": 151643,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 4096,
+    "initializer_range": 0.02,
+    "intermediate_size": 12288,
+    "max_position_embeddings": 262144,
+    "max_window_layers": 28,
+    "model_type": "qwen3",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 36,
+    "num_key_value_heads": 8,
+    "rms_norm_eps": 1e-06,
+    "rope_scaling": null,
+    "rope_theta": 5000000,
+    "sil_index": 151673,
+    "sliding_window": null,
+    "torch_dtype": "bfloat16",
+    "use_cache": false,
+    "use_sliding_window": false,
+    "vocab_size": 151936
+  },
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.52.3",
+  "use_cache": false
+}

generation_config.json

@@ -0,0 +1,14 @@
+{
+  "bos_token_id": 151643,
+  "do_sample": true,
+  "eos_token_id": [
+    151645,
+    151643
+  ],
+  "pad_token_id": 151643,
+  "temperature": 0.6,
+  "top_k": 20,
+  "top_p": 0.95,
+  "max_new_tokens": 2048,
+  "transformers_version": "4.52.3"
+}

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preprocessor_config.json

@@ -0,0 +1,15 @@
+{
+  "chunk_length": 300,
+  "dither": 0.0,
+  "feature_extractor_type": "WhisperFeatureExtractor",
+  "feature_size": 128,
+  "hop_length": 160,
+  "n_fft": 400,
+  "n_samples": 4800000,
+  "nb_max_frames": 30000,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "processor_class": "FunAudioChatProcessor",
+  "return_attention_mask": true,
+  "sampling_rate": 16000
+}

processor_config.json

@@ -0,0 +1,8 @@
+{
+  "audio_bos_token": "<|audio_bos|>",
+  "audio_eos_token": "<|audio_eos|>",
+  "audio_group_size": 5,
+  "audio_pad_token": "<|audio_pad|>",
+  "audio_token": "<|AUDIO|>",
+  "processor_class": "FunAudioChatProcessor"
+}

special_tokens_map.json

@@ -0,0 +1,41 @@
+{
+  "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|>",
+    "<|AUDIO|>",
+    "<|audio_bos|>",
+    "<|audio_eos|>",
+    "<|audio_pad|>",
+    "<|sil|>"
+  ],
+  "audio_bos_token": "<|audio_bos|>",
+  "audio_eos_token": "<|audio_eos|>",
+  "audio_pad_token": "<|audio_pad|>",
+  "audio_token": "<|AUDIO|>",
+  "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
+  },
+  "text_sil_token": "<|sil|>"
+}

speech_tokenizer/special_tokens_map.json

@@ -0,0 +1,26 @@
+{
+  "additional_special_tokens": [
+    "<|endoftext|>"
+  ],
+  "bos_token": {
+    "content": "<|audio_bos|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|audio_eos|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|audio_pad|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a7d58d42d29ac0776a3d5a6e6746fb0fe79dfe65fafa947f3dd76da528a02fe
+size 11423594

tokenizer_config.json

@@ -0,0 +1,296 @@
+{
+  "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
+    },
+    "151665": {
+      "content": "<tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151666": {
+      "content": "</tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151667": {
+      "content": "<think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151668": {
+      "content": "</think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151669": {
+      "content": "<|AUDIO|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151670": {
+      "content": "<|audio_bos|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151671": {
+      "content": "<|audio_eos|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151672": {
+      "content": "<|audio_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151673": {
+      "content": "<|sil|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "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|>",
+    "<|AUDIO|>",
+    "<|audio_bos|>",
+    "<|audio_eos|>",
+    "<|audio_pad|>",
+    "<|sil|>"
+  ],
+  "audio_bos_token": "<|audio_bos|>",
+  "audio_eos_token": "<|audio_eos|>",
+  "audio_pad_token": "<|audio_pad|>",
+  "audio_token": "<|AUDIO|>",
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": {
+    "audio_bos_token": "<|audio_bos|>",
+    "audio_eos_token": "<|audio_eos|>",
+    "audio_pad_token": "<|audio_pad|>",
+    "audio_token": "<|AUDIO|>",
+    "text_sil_token": "<|sil|>"
+  },
+  "model_max_length": 1010000,
+  "pad_token": "<|endoftext|>",
+  "padding_side": "right",
+  "split_special_tokens": false,
+  "text_sil_token": "<|sil|>",
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}