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Mike0021
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MiniCPM5-1B-ONNX-Web

Text Generation
Transformers.js
ONNX
llama
onnxruntime-web
minicpm5
browser
webgpu
conversational
Model card Files
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Mike0021 commited on
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Add q4 Transformers.js export of openbmb/MiniCPM5-1B

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Files changed (9) hide show
  1. README.md +45 -0
  2. chat_template.jinja +179 -0
  3. config.json +36 -0
  4. generation_config.json +13 -0
  5. onnx/model_q4.onnx +3 -0
  6. quantize_config.json +12 -0
  7. special_tokens_map.json +30 -0
  8. tokenizer.json +0 -0
  9. tokenizer_config.json +4099 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ library_name: transformers.js
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+ pipeline_tag: text-generation
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+ base_model: openbmb/MiniCPM5-1B
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+ tags:
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+ - transformers.js
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+ - onnx
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+ - onnxruntime-web
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+ - llama
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+ - minicpm5
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+ - text-generation
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+ - browser
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+ - webgpu
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+ ---
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+
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+ # MiniCPM5-1B ONNX Web
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+
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+ Transformers.js q4 ONNX export of `openbmb/MiniCPM5-1B` for browser text generation.
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+
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+ ## Files
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+
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+ - `onnx/model_q4.onnx`: ONNX Runtime 4-bit MatMul quantized decoder with KV cache.
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+ - `config.json`: includes `transformers.js_config.dtype = "q4"` so Transformers.js loads the q4 artifact by default.
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+ - tokenizer and generation config files copied from the source model export.
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+
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+ ## Usage
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+
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+ ```js
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+ import { pipeline } from "@huggingface/transformers";
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+
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+ const generator = await pipeline("text-generation", "Mike0021/MiniCPM5-1B-ONNX-Web", {
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+ dtype: "q4",
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+ device: "webgpu",
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+ });
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+
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+ const output = await generator("Briefly introduce yourself.", {
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+ max_new_tokens: 64,
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+ temperature: 0.2,
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+ do_sample: true,
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+ });
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+ console.log(output[0].generated_text);
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+ ```
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+
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+ If WebGPU is unavailable, use `device: "wasm"` in the browser.
chat_template.jinja ADDED
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+ {{- bos_token }}{%- if tools %}
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+ {%- set tool_definitions %}
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+ {{- "# Tools\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
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+ {%- for tool in tools %}
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+ {{- "\n" }}
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+ {{- tool | tojson(ensure_ascii=False) }}
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+ {%- endfor %}
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+ {{- '\n</tools>\n\nTool usage guidelines:\n- You may call zero or more functions. If no function calls are needed, just answer normally and do not include any <function ... </function>.\n- When calling a function, return an XML object within <function ... </function> using:\n<function name="function-name"><param name="param-name">param-value</param></function>\n- param-value may be multi-line. If it contains <, & or newline characters, wrap it in a CDATA block: <param name="param-name"><![CDATA[...multi-line value...]]></param>' }}
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+ {%- endset %}
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+
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+ {{- '<|im_start|>system\n' }}
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+ {%- if messages[0].role == 'system' %}
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+ {%- if '<tool_def_sep>' in messages[0].content %}
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+ {{- messages[0].content.replace('<tool_def_sep>', tool_definitions) }}
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+ {%- else %}
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+ {{- messages[0].content + '\n\n' + tool_definitions }}
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+ {%- endif %}
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+ {%- else %}
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+ {{- tool_definitions.lstrip() }}
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+ {%- endif %}
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+ {{- '<|im_end|>\n' }}
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+ {%- else %}
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+ {%- if messages[0].role == 'system' %}
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+ {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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+ {%- for message in messages[::-1] %}
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+ {%- set index = (messages|length - 1) - loop.index0 %}
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+ {%- 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>')) %}
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+ {%- set ns.multi_step_tool = false %}
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+ {%- set ns.last_query_index = index %}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- for message in messages %}
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+ {%- if message.content is string %}
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+ {%- set content = message.content %}
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+ {%- else %}
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+ {%- set content = '' %}
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+ {%- endif %}
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+ {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
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+ {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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+ {%- elif message.role == "assistant" %}
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+ {%- set reasoning_content = '' %}
45
+ {%- if message.reasoning_content is string %}
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+ {%- set reasoning_content = message.reasoning_content %}
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+ {%- else %}
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+ {%- if '</think>' in content %}
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+ {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
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+ {%- set content = content.split('</think>')[-1].lstrip('\n') %}
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+ {%- endif %}
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+ {%- endif %}
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+
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+ {%- if message.tool_calls %}
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+ {%- set content_parts = content.split('<tool_sep>') %}
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+ {%- set processed_content = content_parts[0] %}
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+ {%- set tool_calls_count = message.tool_calls|length %}
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+ {%- set tool_sep_count = content_parts|length - 1 %}
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+ {%- set min_count = [tool_calls_count, tool_sep_count]|min %}
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+
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+ {%- for i in range(1, content_parts|length) %}
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+ {%- set tool_index = i - 1 %}
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+ {%- if tool_index < tool_calls_count %}
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+ {%- set tool_call = message.tool_calls[tool_index] %}
65
+ {%- if tool_call.function %}
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+ {%- set tool_call = tool_call.function %}
67
+ {%- endif %}
68
+ {%- set single_tool_xml %}
69
+ {{- '<function name="' ~ tool_call.name ~ '">' }}
70
+ {%- if tool_call.arguments %}
71
+ {%- set args_dict = tool_call.arguments %}
72
+ {%- for param_name, param_value in args_dict.items() %}
73
+ {{- '<param name="' ~ param_name ~ '">' }}
74
+ {%- if param_value is string and ('<' in param_value or '&' in param_value or '\n' in param_value) %}
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+ {{- '<![CDATA[' + param_value + ']]>' }}
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+ {%- else %}
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+ {{- param_value }}
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+ {%- endif %}
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+ {{- '</param>' }}
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+ {%- endfor %}
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+ {%- endif %}
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+ {{- '</function>' }}
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+ {%- endset %}
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+ {%- set processed_content = processed_content + single_tool_xml + content_parts[i] %}
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+ {%- else %}
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+ {%- set processed_content = processed_content + content_parts[i] %}
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+ {%- endif %}
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+ {%- endfor %}
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+
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+ {%- if tool_calls_count > tool_sep_count %}
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+ {%- for remaining_index in range(tool_sep_count, tool_calls_count) %}
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+ {%- set tool_call = message.tool_calls[remaining_index] %}
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+ {%- if tool_call.function %}
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+ {%- set tool_call = tool_call.function %}
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+ {%- endif %}
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+ {%- set remaining_tool_xml %}
97
+ {{- '<function name="' ~ tool_call.name ~ '">' }}
98
+ {%- if tool_call.arguments %}
99
+ {%- set args_dict = tool_call.arguments %}
100
+ {%- for param_name, param_value in args_dict.items() %}
101
+ {{- '<param name="' ~ param_name ~ '">' }}
102
+ {%- if param_value is string and ('<' in param_value or '&' in param_value or '\n' in param_value) %}
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+ {{- '<![CDATA[' + param_value + ']]>' }}
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+ {%- else %}
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+ {{- param_value }}
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+ {%- endif %}
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+ {{- '</param>' }}
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+ {%- endfor %}
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+ {%- endif %}
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+ {{- '</function>' }}
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+ {%- endset %}
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+ {%- set processed_content = processed_content + remaining_tool_xml %}
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+ {%- endfor %}
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+ {%- endif %}
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+
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+ {%- set content = processed_content %}
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+ {%- endif %}
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+
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+ {%- if loop.index0 > ns.last_query_index %}
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+ {%- if reasoning_content %}
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+ {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
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+ {%- else %}
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+ {{- '<|im_start|>' + message.role + '\n' + content }}
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+ {%- endif %}
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+ {%- else %}
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+ {{- '<|im_start|>' + message.role + '\n' + content }}
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+ {%- endif %}
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+
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+ {%- if message.tool_calls and not has_tool_sep %}
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+ {%- for tool_call in message.tool_calls %}
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+ {%- if (loop.first and content) or (not loop.first) %}
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+ {{- '\n' }}
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+ {%- endif %}
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+ {%- if tool_call.function %}
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+ {%- set tool_call = tool_call.function %}
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+ {%- endif %}
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+ {{- '<function name="' ~ tool_call.name ~ '">' }}
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+ {%- if tool_call.arguments %}
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+ {%- set args_dict = tool_call.arguments %}
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+ {%- for param_name, param_value in args_dict.items() %}
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+ {{- '<param name="' ~ param_name ~ '">' }}
142
+ {%- if param_value is string and ('<' in param_value or '&' in param_value or '\n' in param_value) %}
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+ {{- '<![CDATA[' + param_value + ']]>' }}
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+ {%- else %}
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+ {{- param_value }}
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+ {%- endif %}
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+ {{- '</param>' }}
148
+ {%- endfor %}
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+ {%- endif %}
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+ {{- '</function>' }}
151
+ {%- endfor %}
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+ {%- endif %}
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+ {{- '<|im_end|>\n' }}
154
+ {%- elif message.role == "tool" %}
155
+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
156
+ {{- '<|im_start|>user' }}
157
+ {%- endif %}
158
+ {{- '\n<tool_response>\n' }}
159
+ {%- if message.content is string %}
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+ {{- content }}
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+ {%- else %}
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+ {{- message.content | tojson(ensure_ascii=False) }}
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+ {%- endif %}
164
+ {{- '\n</tool_response>' }}
165
+ {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
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+ {{- '<|im_end|>\n' }}
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+ {%- endif %}
168
+ {%- endif %}
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+ {%- endfor %}
170
+ {%- if add_generation_prompt %}
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+ {{- '<|im_start|>assistant\n' }}
172
+ {%- if enable_thinking is defined %}
173
+ {%- if enable_thinking is false %}
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+ {{- '<think>\n\n</think>\n\n' }}
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+ {%- elif enable_thinking is true %}
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+ {{- '<think>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- endif %}
config.json ADDED
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+ {
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+ "architectures": [
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+ "LlamaForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 0,
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+ "dtype": "float16",
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+ "eos_token_id": [
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+ 1,
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+ 130073
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+ ],
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+ "head_dim": 128,
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+ "hidden_act": "silu",
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+ "hidden_size": 1536,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 4608,
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+ "max_position_embeddings": 131072,
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+ "mlp_bias": false,
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+ "model_type": "llama",
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+ "num_attention_heads": 16,
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+ "num_hidden_layers": 24,
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+ "num_key_value_heads": 2,
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+ "pad_token_id": 1,
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+ "pretraining_tp": 1,
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+ "rms_norm_eps": 1e-06,
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+ "rope_scaling": null,
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+ "rope_theta": 5000000,
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+ "tie_word_embeddings": false,
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+ "transformers_version": "4.57.6",
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+ "use_cache": true,
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+ "vocab_size": 130560,
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+ "transformers.js_config": {
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+ "dtype": "q4"
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+ }
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+ }
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 0,
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+ "do_sample": true,
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+ "eos_token_id": [
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+ 1,
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+ 130073
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+ ],
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+ "pad_token_id": 1,
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+ "temperature": 0.9,
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+ "top_p": 0.95,
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+ "transformers_version": "4.57.6"
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+ }
onnx/model_q4.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:872d00b9247cd51929da1795f074af2b9df342d045ac4c0bc67231a56e0c1cb9
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+ size 902083454
quantize_config.json ADDED
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+ {
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+ "modes": [
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+ "q4"
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+ ],
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+ "per_channel": false,
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+ "reduce_range": false,
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+ "block_size": 32,
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+ "is_symmetric": true,
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+ "accuracy_level": null,
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+ "quant_type": 1,
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+ "op_block_list": null
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+ }
special_tokens_map.json ADDED
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1
+ {
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+ "bos_token": {
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+ "content": "<s>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "eos_token": {
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+ "lstrip": false,
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+ "normalized": false,
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+ "single_word": false
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+ "pad_token": {
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+ "content": "</s>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "unk_token": {
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+ "content": "<unk>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ }
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+ }
tokenizer.json ADDED
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