Instructions to use 56m/MathQwen_2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use 56m/MathQwen_2 with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf 56m/MathQwen_2 # Run inference directly in the terminal: llama cli -hf 56m/MathQwen_2
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf 56m/MathQwen_2 # Run inference directly in the terminal: llama cli -hf 56m/MathQwen_2
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf 56m/MathQwen_2 # Run inference directly in the terminal: ./build/bin/llama cli -hf 56m/MathQwen_2
Use Docker
docker model run hf.co/56m/MathQwen_2
- Llama new
- LM Studio
- Jan
- Ollama
How to use 56m/MathQwen_2 with Ollama:
ollama run hf.co/56m/MathQwen_2
- Unsloth Desktop
- Docker Model Runner
How to use 56m/MathQwen_2 with Docker Model Runner:
docker model run hf.co/56m/MathQwen_2
- Lemonade
How to use 56m/MathQwen_2 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull 56m/MathQwen_2
Run and chat with the model
lemonade run user.MathQwen_2-{{QUANT_TAG}}List all available models
lemonade list
- Atomic Chat
Upload folder using huggingface_hub
Browse files- chat_template.jinja +1 -1
- generation_config.json +1 -0
- model.safetensors-00001-of-00001.safetensors +1 -1
- tokenizer_config.json +267 -1
chat_template.jinja
CHANGED
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@@ -1 +1 @@
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-
{%-
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+
{%- for message in messages %}{%- if message['role'] == 'user' %}{{- '<|im_start|>user\n' + message['content'].strip() + '<|im_end|>\n' }}{%- elif message['role'] == 'assistant' %}{{- '<|im_start|>assistant\n' + message['content'].strip() + '<|im_end|>\n' }}{%- endif %}{%- endfor %}{%- if add_generation_prompt %}{{- '<|im_start|>assistant\n<think>\n' }}{%- endif %}
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generation_config.json
CHANGED
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@@ -11,6 +11,7 @@
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248044,
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248044,
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248044,
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248044
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],
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"pad_token_id": 248044,
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248044,
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248044,
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248044,
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+
248044,
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248044
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],
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"pad_token_id": 248044,
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model.safetensors-00001-of-00001.safetensors
CHANGED
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 1746942600
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:ee259d69b06ab59350261ef3afb5ce959f7eb993fe44e63cb30ee3762e72f1c2
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size 1746942600
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tokenizer_config.json
CHANGED
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@@ -29,5 +29,271 @@
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| 29 |
"unk_token": null,
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| 30 |
"video_token": "<|video_pad|>",
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| 31 |
"vision_bos_token": "<|vision_start|>",
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| 32 |
-
"vision_eos_token": "<|vision_end|>"
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| 33 |
}
|
|
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|
| 29 |
"unk_token": null,
|
| 30 |
"video_token": "<|video_pad|>",
|
| 31 |
"vision_bos_token": "<|vision_start|>",
|
| 32 |
+
"vision_eos_token": "<|vision_end|>",
|
| 33 |
+
"added_tokens_decoder": {
|
| 34 |
+
"248044": {
|
| 35 |
+
"content": "<|endoftext|>",
|
| 36 |
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"single_word": false,
|
| 37 |
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"lstrip": false,
|
| 38 |
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"rstrip": false,
|
| 39 |
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"normalized": false,
|
| 40 |
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"special": true
|
| 41 |
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},
|
| 42 |
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"248045": {
|
| 43 |
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"content": "<|im_start|>",
|
| 44 |
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"single_word": false,
|
| 45 |
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"lstrip": false,
|
| 46 |
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"rstrip": false,
|
| 47 |
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"normalized": false,
|
| 48 |
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"special": true
|
| 49 |
+
},
|
| 50 |
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"248046": {
|
| 51 |
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"content": "<|im_end|>",
|
| 52 |
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"single_word": false,
|
| 53 |
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"lstrip": false,
|
| 54 |
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"rstrip": false,
|
| 55 |
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"normalized": false,
|
| 56 |
+
"special": true
|
| 57 |
+
},
|
| 58 |
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"248047": {
|
| 59 |
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"content": "<|object_ref_start|>",
|
| 60 |
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"single_word": false,
|
| 61 |
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"lstrip": false,
|
| 62 |
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"rstrip": false,
|
| 63 |
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"normalized": false,
|
| 64 |
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"special": true
|
| 65 |
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},
|
| 66 |
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"248048": {
|
| 67 |
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"content": "<|object_ref_end|>",
|
| 68 |
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"single_word": false,
|
| 69 |
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"lstrip": false,
|
| 70 |
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"rstrip": false,
|
| 71 |
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"normalized": false,
|
| 72 |
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"special": true
|
| 73 |
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},
|
| 74 |
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"248049": {
|
| 75 |
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"content": "<|box_start|>",
|
| 76 |
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"single_word": false,
|
| 77 |
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"lstrip": false,
|
| 78 |
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"rstrip": false,
|
| 79 |
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"normalized": false,
|
| 80 |
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"special": true
|
| 81 |
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},
|
| 82 |
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"248050": {
|
| 83 |
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"content": "<|box_end|>",
|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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"special": true
|
| 89 |
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},
|
| 90 |
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"248051": {
|
| 91 |
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|
| 92 |
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|
| 93 |
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"lstrip": false,
|
| 94 |
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"rstrip": false,
|
| 95 |
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|
| 96 |
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"special": true
|
| 97 |
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},
|
| 98 |
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"248052": {
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| 99 |
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"content": "<|quad_end|>",
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| 100 |
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|
| 101 |
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| 102 |
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| 103 |
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|
| 104 |
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"special": true
|
| 105 |
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},
|
| 106 |
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|
| 107 |
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"content": "<|vision_start|>",
|
| 108 |
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"single_word": false,
|
| 109 |
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|
| 110 |
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|
| 111 |
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| 112 |
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"special": true
|
| 113 |
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},
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| 114 |
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| 115 |
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"content": "<|vision_end|>",
|
| 116 |
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| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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"special": true
|
| 121 |
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},
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| 122 |
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"248055": {
|
| 123 |
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"content": "<|vision_pad|>",
|
| 124 |
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"single_word": false,
|
| 125 |
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|
| 126 |
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"rstrip": false,
|
| 127 |
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"normalized": false,
|
| 128 |
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"special": true
|
| 129 |
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},
|
| 130 |
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"248056": {
|
| 131 |
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"content": "<|image_pad|>",
|
| 132 |
+
"single_word": false,
|
| 133 |
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"lstrip": false,
|
| 134 |
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"rstrip": false,
|
| 135 |
+
"normalized": false,
|
| 136 |
+
"special": true
|
| 137 |
+
},
|
| 138 |
+
"248057": {
|
| 139 |
+
"content": "<|video_pad|>",
|
| 140 |
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|
| 141 |
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"lstrip": false,
|
| 142 |
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"rstrip": false,
|
| 143 |
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"normalized": false,
|
| 144 |
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"special": true
|
| 145 |
+
},
|
| 146 |
+
"248058": {
|
| 147 |
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"content": "<tool_call>",
|
| 148 |
+
"single_word": false,
|
| 149 |
+
"lstrip": false,
|
| 150 |
+
"rstrip": false,
|
| 151 |
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"normalized": false,
|
| 152 |
+
"special": false
|
| 153 |
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},
|
| 154 |
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"248059": {
|
| 155 |
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"content": "</tool_call>",
|
| 156 |
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"single_word": false,
|
| 157 |
+
"lstrip": false,
|
| 158 |
+
"rstrip": false,
|
| 159 |
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"normalized": false,
|
| 160 |
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"special": false
|
| 161 |
+
},
|
| 162 |
+
"248060": {
|
| 163 |
+
"content": "<|fim_prefix|>",
|
| 164 |
+
"single_word": false,
|
| 165 |
+
"lstrip": false,
|
| 166 |
+
"rstrip": false,
|
| 167 |
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"normalized": false,
|
| 168 |
+
"special": false
|
| 169 |
+
},
|
| 170 |
+
"248061": {
|
| 171 |
+
"content": "<|fim_middle|>",
|
| 172 |
+
"single_word": false,
|
| 173 |
+
"lstrip": false,
|
| 174 |
+
"rstrip": false,
|
| 175 |
+
"normalized": false,
|
| 176 |
+
"special": false
|
| 177 |
+
},
|
| 178 |
+
"248062": {
|
| 179 |
+
"content": "<|fim_suffix|>",
|
| 180 |
+
"single_word": false,
|
| 181 |
+
"lstrip": false,
|
| 182 |
+
"rstrip": false,
|
| 183 |
+
"normalized": false,
|
| 184 |
+
"special": false
|
| 185 |
+
},
|
| 186 |
+
"248063": {
|
| 187 |
+
"content": "<|fim_pad|>",
|
| 188 |
+
"single_word": false,
|
| 189 |
+
"lstrip": false,
|
| 190 |
+
"rstrip": false,
|
| 191 |
+
"normalized": false,
|
| 192 |
+
"special": false
|
| 193 |
+
},
|
| 194 |
+
"248064": {
|
| 195 |
+
"content": "<|repo_name|>",
|
| 196 |
+
"single_word": false,
|
| 197 |
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"lstrip": false,
|
| 198 |
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"rstrip": false,
|
| 199 |
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"normalized": false,
|
| 200 |
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"special": false
|
| 201 |
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},
|
| 202 |
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"248065": {
|
| 203 |
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"content": "<|file_sep|>",
|
| 204 |
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|
| 205 |
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"lstrip": false,
|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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},
|
| 210 |
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"248066": {
|
| 211 |
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"content": "<tool_response>",
|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
+
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|
| 217 |
+
},
|
| 218 |
+
"248067": {
|
| 219 |
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"content": "</tool_response>",
|
| 220 |
+
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|
| 221 |
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|
| 222 |
+
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|
| 223 |
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|
| 224 |
+
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|
| 225 |
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},
|
| 226 |
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"248068": {
|
| 227 |
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"content": "<think>",
|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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},
|
| 234 |
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"248069": {
|
| 235 |
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"content": "</think>",
|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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},
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| 242 |
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"248070": {
|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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},
|
| 250 |
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"248071": {
|
| 251 |
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"content": "<|audio_end|>",
|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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},
|
| 258 |
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"248072": {
|
| 259 |
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"content": "<tts_pad>",
|
| 260 |
+
"single_word": false,
|
| 261 |
+
"lstrip": false,
|
| 262 |
+
"rstrip": false,
|
| 263 |
+
"normalized": false,
|
| 264 |
+
"special": true
|
| 265 |
+
},
|
| 266 |
+
"248073": {
|
| 267 |
+
"content": "<tts_text_bos>",
|
| 268 |
+
"single_word": false,
|
| 269 |
+
"lstrip": false,
|
| 270 |
+
"rstrip": false,
|
| 271 |
+
"normalized": false,
|
| 272 |
+
"special": true
|
| 273 |
+
},
|
| 274 |
+
"248074": {
|
| 275 |
+
"content": "<tts_text_eod>",
|
| 276 |
+
"single_word": false,
|
| 277 |
+
"lstrip": false,
|
| 278 |
+
"rstrip": false,
|
| 279 |
+
"normalized": false,
|
| 280 |
+
"special": true
|
| 281 |
+
},
|
| 282 |
+
"248075": {
|
| 283 |
+
"content": "<tts_text_bos_single>",
|
| 284 |
+
"single_word": false,
|
| 285 |
+
"lstrip": false,
|
| 286 |
+
"rstrip": false,
|
| 287 |
+
"normalized": false,
|
| 288 |
+
"special": true
|
| 289 |
+
},
|
| 290 |
+
"248076": {
|
| 291 |
+
"content": "<|audio_pad|>",
|
| 292 |
+
"single_word": false,
|
| 293 |
+
"lstrip": false,
|
| 294 |
+
"rstrip": false,
|
| 295 |
+
"normalized": false,
|
| 296 |
+
"special": true
|
| 297 |
+
}
|
| 298 |
+
}
|
| 299 |
}
|