Add files using upload-large-folder tool
Browse files- README.md +10 -13
- chat_template.jinja +101 -0
- model.safetensors +1 -1
- model.safetensors.index.json +2 -1
- tokenizer_config.json +5 -4
README.md
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---
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license:
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library_name: mlx
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tags:
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- mlx
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---
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# mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit-AWQ
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This model [mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit-AWQ](https://huggingface.co/mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit-AWQ) was
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converted to MLX format from [deepseek-ai/DeepSeek-R1-0528-Qwen3-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B)
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using mlx-lm version **0.
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AWQ Parameters:
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--bits 4 --num-samples 256 --group-size 64 --sequence-length 1024, with a custom calibration dataset
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## Use with mlx
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)
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response = generate(model, tokenizer, prompt=prompt, verbose=True)
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```
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---
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license: mit
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library_name: mlx
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tags:
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- mlx
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base_model: deepseek-ai/DeepSeek-R1-0528-Qwen3-8B
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pipeline_tag: text-generation
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---
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# mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit-AWQ
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This model [mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit-AWQ](https://huggingface.co/mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit-AWQ) was
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converted to MLX format from [deepseek-ai/DeepSeek-R1-0528-Qwen3-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B)
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using mlx-lm version **0.25.2**.
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## Use with mlx
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)
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response = generate(model, tokenizer, prompt=prompt, verbose=True)
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```
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chat_template.jinja
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{%- if not add_generation_prompt is defined %}
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{%- set add_generation_prompt = false %}
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{%- endif %}
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{%- set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='', is_first_sp=true, is_last_user=false) %}
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{%- for message in messages %}
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{%- if message['role'] == 'system' %}
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{%- if ns.is_first_sp %}
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{%- set ns.system_prompt = ns.system_prompt + message['content'] %}
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{%- set ns.is_first_sp = false %}
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{%- else %}
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{%- set ns.system_prompt = ns.system_prompt + '\n\n' + message['content'] %}
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{%- endif %}
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{%- endif %}
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{%- endfor %}
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{#- Adapted from https://github.com/sgl-project/sglang/blob/main/examples/chat_template/tool_chat_template_deepseekr1.jinja #}
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{%- if tools is defined and tools is not none %}
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{%- set tool_ns = namespace(text='You are a helpful assistant with tool calling capabilities. ' + 'When a tool call is needed, you MUST use the following format to issue the call:\n' + '<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>function<｜tool▁sep｜>FUNCTION_NAME\n' + '```json\n{"param1": "value1", "param2": "value2"}\n```<｜tool▁call▁end｜><｜tool▁calls▁end｜>\n\n' + 'Make sure the JSON is valid.' + '## Tools\n\n### Function\n\nYou have the following functions available:\n\n') %}
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{%- for tool in tools %}
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{%- set tool_ns.text = tool_ns.text + '\n```json\n' + (tool | tojson) + '\n```\n' %}
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{%- endfor %}
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{%- if ns.system_prompt|length != 0 %}
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{%- set ns.system_prompt = ns.system_prompt + '\n\n' + tool_ns.text %}
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{%- else %}
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{%- set ns.system_prompt = tool_ns.text %}
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{%- endif %}
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{%- endif %}
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{{- bos_token }}
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{{- ns.system_prompt }}
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{%- set last_index = (messages|length - 1) %}
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{%- for message in messages %}
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{%- set content = message['content'] %}
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{%- if message['role'] == 'user' %}
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{%- set ns.is_tool = false -%}
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{%- set ns.is_first = false -%}
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{%- set ns.is_last_user = true -%}
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{%- if loop.index0 == last_index %}
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{{- '<｜User｜>' + content }}
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{%- else %}
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{{- '<｜User｜>' + content + '<｜Assistant｜>'}}
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{%- endif %}
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{%- endif %}
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{%- if message['role'] == 'assistant' %}
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{%- if '</think>' in content %}
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{%- set content = (content.split('</think>')|last) %}
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{%- endif %}
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{%- endif %}
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{%- if message['role'] == 'assistant' and message['tool_calls'] is defined and message['tool_calls'] is not none %}
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{%- set ns.is_last_user = false -%}
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{%- if ns.is_tool %}
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{{- '<｜tool▁outputs▁end｜>'}}
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{%- endif %}
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{%- set ns.is_first = false %}
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{%- set ns.is_tool = false -%}
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{%- set ns.is_output_first = true %}
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{%- for tool in message['tool_calls'] %}
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{%- set arguments = tool['function']['arguments'] %}
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{%- if arguments is not string %}
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{%- set arguments = arguments|tojson %}
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{%- endif %}
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{%- if not ns.is_first %}
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{%- if content is none %}
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{{- '<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\n' + '```json' + '\n' + arguments + '\n' + '```' + '<｜tool▁call▁end｜>'}}
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}
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{%- else %}
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{{- content + '<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\n' + '```json' + '\n' + arguments + '\n' + '```' + '<｜tool▁call▁end｜>'}}
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{%- endif %}
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{%- set ns.is_first = true -%}
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{%- else %}
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{{- '\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\n' + '```json' + '\n' + arguments + '\n' + '```' + '<｜tool▁call▁end｜>'}}
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{%- endif %}
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{%- endfor %}
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{{- '<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}
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{%- endif %}
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{%- if message['role'] == 'assistant' and (message['tool_calls'] is not defined or message['tool_calls'] is none) %}
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{%- set ns.is_last_user = false -%}
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{%- if ns.is_tool %}
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{{- '<｜tool▁outputs▁end｜>' + content + '<｜end▁of▁sentence｜>'}}
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{%- set ns.is_tool = false -%}
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{%- else %}
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{{- content + '<｜end▁of▁sentence｜>'}}
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{%- endif %}
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{%- endif %}
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{%- if message['role'] == 'tool' %}
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{%- set ns.is_last_user = false -%}
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{%- set ns.is_tool = true -%}
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{%- if ns.is_output_first %}
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{{- '<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + content + '<｜tool▁output▁end｜>'}}
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{%- set ns.is_output_first = false %}
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{%- else %}
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{{- '\n<｜tool▁output▁begin｜>' + content + '<｜tool▁output▁end｜>'}}
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{%- endif %}
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{%- endif %}
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{%- endfor -%}
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{%- if ns.is_tool %}
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{{- '<｜tool▁outputs▁end｜>'}}
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{%- endif %}
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{#- if add_generation_prompt and not ns.is_last_user and not ns.is_tool #}
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{%- if add_generation_prompt and not ns.is_tool %}
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{{- '<｜Assistant｜>'}}
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{%- endif %}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 4685626408
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version https://git-lfs.github.com/spec/v1
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oid sha256:6855552e30af2a06fcbfaba711352e460ee4df303d3fcea7d1fdae63e2b271fc
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size 4685626408
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model.safetensors.index.json
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{
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"metadata": {
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"total_size": 4685522944
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},
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"weight_map": {
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"lm_head.biases": "model.safetensors",
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{
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"metadata": {
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"total_size": 4685522944,
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"total_parameters": 8190735360
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},
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"weight_map": {
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"lm_head.biases": "model.safetensors",
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tokenizer_config.json
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}
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},
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"bos_token": "<｜begin▁of▁sentence｜>",
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"chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='', is_first_sp=true, is_last_user=false) %}{%- for message in messages %}{%- if message['role'] == 'system' %}{%- if ns.is_first_sp %}{% set ns.system_prompt = ns.system_prompt + message['content'] %}{% set ns.is_first_sp = false %}{%- else %}{% set ns.system_prompt = ns.system_prompt + '\n\n' + message['content'] %}{%- endif %}{%- endif %}{%- endfor %}{{ bos_token }}{{ ns.system_prompt }}{%- for message in messages %}{% set content = message['content'] %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{%- set ns.is_first = false -%}{%- set ns.is_last_user = true -%}{{'<｜User｜>' + content + '<｜Assistant｜>'}}{%- endif %}{%- if message['role'] == 'assistant' %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{% endif %}{%- if message['role'] == 'assistant' and message['tool_calls'] is defined and message['tool_calls'] is not none %}{%- set ns.is_last_user = false -%}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{%- endif %}{%- set ns.is_first = false %}{%- set ns.is_tool = false -%}{%- set ns.is_output_first = true %}{%- for tool in message['tool_calls'] %}{%- if not ns.is_first %}{%- if content is none %}{{'<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<｜tool▁call▁end｜>'}}{%- else %}{{content + '<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<｜tool▁call▁end｜>'}}{%- endif %}{%- set ns.is_first = true -%}{%- else %}{{'\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<｜tool▁call▁end｜>'}}{%- endif %}{%- endfor %}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- if message['role'] == 'assistant' and (message['tool_calls'] is not defined or message['tool_calls'] is none)%}{%- set ns.is_last_user = false -%}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + content + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{{content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_last_user = false -%}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + content + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\n<｜tool▁output▁begin｜>' + content + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_last_user and not ns.is_tool %}{{'<｜Assistant｜>'}}{% endif %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<｜end▁of▁sentence｜>",
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"extra_special_tokens": {},
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"legacy": true,
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"model_max_length": 131072,
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"pad_token": "
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"sp_model_kwargs": {},
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"tokenizer_class": "LlamaTokenizerFast",
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"unk_token": null,
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"use_default_system_prompt": false
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}
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}
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},
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"bos_token": "<｜begin▁of▁sentence｜>",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<｜end▁of▁sentence｜>",
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"extra_special_tokens": {},
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"legacy": true,
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"model_max_length": 131072,
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"pad_token": "<|vision_pad|>",
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"padding_side": "left",
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"sp_model_kwargs": {},
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"tokenizer_class": "LlamaTokenizerFast",
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"unk_token": null,
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"use_default_system_prompt": false,
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"chat_template": "{%- if not add_generation_prompt is defined %}\n {%- set add_generation_prompt = false %}\n{%- endif %}\n{%- set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='', is_first_sp=true, is_last_user=false) %}\n{%- for message in messages %}\n {%- if message['role'] == 'system' %}\n {%- if ns.is_first_sp %}\n {%- set ns.system_prompt = ns.system_prompt + message['content'] %}\n {%- set ns.is_first_sp = false %}\n {%- else %}\n {%- set ns.system_prompt = ns.system_prompt + '\\n\\n' + message['content'] %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n\n{#- Adapted from https://github.com/sgl-project/sglang/blob/main/examples/chat_template/tool_chat_template_deepseekr1.jinja #}\n{%- if tools is defined and tools is not none %}\n {%- set tool_ns = namespace(text='You are a helpful assistant with tool calling capabilities. ' + 'When a tool call is needed, you MUST use the following format to issue the call:\\n' + '<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>function<｜tool▁sep｜>FUNCTION_NAME\\n' + '```json\\n{\"param1\": \"value1\", \"param2\": \"value2\"}\\n```<｜tool▁call▁end｜><｜tool▁calls▁end｜>\\n\\n' + 'Make sure the JSON is valid.' + '## Tools\\n\\n### Function\\n\\nYou have the following functions available:\\n\\n') %}\n {%- for tool in tools %}\n {%- set tool_ns.text = tool_ns.text + '\\n```json\\n' + (tool | tojson) + '\\n```\\n' %}\n {%- endfor %}\n {%- if ns.system_prompt|length != 0 %}\n {%- set ns.system_prompt = ns.system_prompt + '\\n\\n' + tool_ns.text %}\n {%- else %}\n {%- set ns.system_prompt = tool_ns.text %}\n {%- endif %}\n{%- endif %}\n{{- bos_token }}\n{{- ns.system_prompt }}\n{%- set last_index = (messages|length - 1) %}\n{%- for message in messages %}\n {%- set content = message['content'] %}\n {%- if message['role'] == 'user' %}\n {%- set ns.is_tool = false -%}\n {%- set ns.is_first = false -%}\n {%- set ns.is_last_user = true -%}\n {%- if loop.index0 == last_index %}\n {{- '<｜User｜>' + content }}\n {%- else %}\n {{- '<｜User｜>' + content + '<｜Assistant｜>'}}\n {%- endif %}\n {%- endif %}\n {%- if message['role'] == 'assistant' %}\n {%- if '</think>' in content %}\n {%- set content = (content.split('</think>')|last) %}\n {%- endif %}\n {%- endif %}\n {%- if message['role'] == 'assistant' and message['tool_calls'] is defined and message['tool_calls'] is not none %}\n {%- set ns.is_last_user = false -%}\n {%- if ns.is_tool %}\n {{- '<｜tool▁outputs▁end｜>'}}\n {%- endif %}\n {%- set ns.is_first = false %}\n {%- set ns.is_tool = false -%}\n {%- set ns.is_output_first = true %}\n {%- for tool in message['tool_calls'] %}\n {%- set arguments = tool['function']['arguments'] %}\n {%- if arguments is not string %}\n {%- set arguments = arguments|tojson %}\n {%- endif %}\n {%- if not ns.is_first %}\n {%- if content is none %}\n {{- '<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + arguments + '\\n' + '```' + '<｜tool▁call▁end｜>'}}\n }\n {%- else %}\n {{- content + '<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + arguments + '\\n' + '```' + '<｜tool▁call▁end｜>'}}\n {%- endif %}\n {%- set ns.is_first = true -%}\n {%- else %}\n {{- '\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + arguments + '\\n' + '```' + '<｜tool▁call▁end｜>'}}\n {%- endif %}\n {%- endfor %}\n {{- '<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}\n {%- endif %}\n {%- if message['role'] == 'assistant' and (message['tool_calls'] is not defined or message['tool_calls'] is none) %}\n {%- set ns.is_last_user = false -%}\n {%- if ns.is_tool %}\n {{- '<｜tool▁outputs▁end｜>' + content + '<｜end▁of▁sentence｜>'}}\n {%- set ns.is_tool = false -%}\n {%- else %}\n {{- content + '<｜end▁of▁sentence｜>'}}\n {%- endif %}\n {%- endif %}\n {%- if message['role'] == 'tool' %}\n {%- set ns.is_last_user = false -%}\n {%- set ns.is_tool = true -%}\n {%- if ns.is_output_first %}\n {{- '<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + content + '<｜tool▁output▁end｜>'}}\n {%- set ns.is_output_first = false %}\n {%- else %}\n {{- '\\n<｜tool▁output▁begin｜>' + content + '<｜tool▁output▁end｜>'}}\n {%- endif %}\n {%- endif %}\n{%- endfor -%}\n{%- if ns.is_tool %}\n {{- '<｜tool▁outputs▁end｜>'}}\n{%- endif %}\n{#- if add_generation_prompt and not ns.is_last_user and not ns.is_tool #}\n{%- if add_generation_prompt and not ns.is_tool %}\n {{- '<｜Assistant｜>'}}\n{%- endif %}"
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}
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