Upload Swift-Qwen3.8-Flash-Next-oQ4e-mtp via oMLX
Browse files- .gitattributes +1 -0
- README.md +18 -0
- chat_template.jinja +170 -0
- config.json +0 -0
- generation_config.json +12 -0
- merges.txt +0 -0
- model-00001-of-00021.safetensors +3 -0
- model-00002-of-00021.safetensors +3 -0
- model-00003-of-00021.safetensors +3 -0
- model-00004-of-00021.safetensors +3 -0
- model-00005-of-00021.safetensors +3 -0
- model-00006-of-00021.safetensors +3 -0
- model-00007-of-00021.safetensors +3 -0
- model-00008-of-00021.safetensors +3 -0
- model-00009-of-00021.safetensors +3 -0
- model-00010-of-00021.safetensors +3 -0
- model-00011-of-00021.safetensors +3 -0
- model-00012-of-00021.safetensors +3 -0
- model-00013-of-00021.safetensors +3 -0
- model-00014-of-00021.safetensors +3 -0
- model-00015-of-00021.safetensors +3 -0
- model-00016-of-00021.safetensors +3 -0
- model-00017-of-00021.safetensors +3 -0
- model-00018-of-00021.safetensors +3 -0
- model-00019-of-00021.safetensors +3 -0
- model-00020-of-00021.safetensors +3 -0
- model-00021-of-00021.safetensors +3 -0
- model.safetensors.index.json +0 -0
- oq_imatrix_report.json +1186 -0
- preprocessor_config.json +21 -0
- tokenizer.json +3 -0
- tokenizer_config.json +32 -0
- vocab.json +0 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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library_name: mlx
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tags:
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- mlx
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- oq
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- quantized
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---
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# Swift-Qwen3.8-Flash-Next-oQ4e-mtp
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This model was quantized using [oQ](https://github.com/jundot/omlx) (oMLX v0.7.0rc1) mixed-precision quantization.
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## Quantization details
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- **Model type**: qwen4_exp
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- **Bits**: 4
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- **Group size**: 64
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- **Format**: MLX safetensors
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chat_template.jinja
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{%- set image_count = namespace(value=0) %}
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{%- set video_count = namespace(value=0) %}
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{%- macro render_content(content, do_vision_count, is_system_content=false) %}
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{%- if content is string %}
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{{- content }}
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{%- elif content is iterable and content is not mapping %}
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{%- for item in content %}
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{%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
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{%- if is_system_content %}
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{{- raise_exception('System message cannot contain images.') }}
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{%- endif %}
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{%- if do_vision_count %}
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{%- set image_count.value = image_count.value + 1 %}
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{%- endif %}
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{%- if add_vision_id %}
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{{- 'Picture ' ~ image_count.value ~ ': ' }}
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{%- endif %}
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{{- '<|vision_start|><|image_pad|><|vision_end|>' }}
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{%- elif 'video' in item or item.type == 'video' %}
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{%- if is_system_content %}
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{{- raise_exception('System message cannot contain videos.') }}
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{%- endif %}
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{%- if do_vision_count %}
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{%- set video_count.value = video_count.value + 1 %}
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{%- endif %}
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{%- if add_vision_id %}
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{{- 'Video ' ~ video_count.value ~ ': ' }}
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{%- endif %}
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{{- '<|vision_start|><|video_pad|><|vision_end|>' }}
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{%- elif 'text' in item %}
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{{- item.text }}
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{%- else %}
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{{- raise_exception('Unexpected item type in content.') }}
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{%- endif %}
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{%- endfor %}
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{%- elif content is none or content is undefined %}
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{{- '' }}
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{%- else %}
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{{- raise_exception('Unexpected content type.') }}
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{%- endif %}
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{%- endmacro %}
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{%- if not messages %}
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{{- raise_exception('No messages provided.') }}
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{%- endif %}
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{%- set reasoning_instructions = '' %}
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{%- if enable_thinking is undefined or enable_thinking is true %}
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{%- set resolved_reasoning_effort = reasoning_effort|default('xhigh') %}
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{%- if resolved_reasoning_effort not in ('xhigh', 'medium', 'low') %}
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{{- raise_exception('Unexpected reasoning effort ' ~ reasoning_effort ~ '. Supported types are xhigh (default), medium, and low.') }}
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{%- endif %}
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{%- if resolved_reasoning_effort == 'xhigh' %}
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{%- set reasoning_instructions = 'Reasoning effort is set to xhigh. Please think carefully through the task, validate key assumptions, consider plausible alternatives, and prioritize correctness, consistency, and clarity in the final answer.' %}
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{%- elif resolved_reasoning_effort == 'low' %}
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{%- set reasoning_instructions = 'Reasoning effort is set to low. Keep your thinking brief and focused, moving directly to the conclusion without unnecessary elaboration.' %}
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{%- endif %}
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{%- endif %}
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{%- if tools and tools is iterable and tools is not mapping %}
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{{- '<|im_start|>system\n' }}
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{%- if reasoning_instructions %}
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{{- reasoning_instructions + '\n\n' }}
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{%- endif %}
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{{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
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{%- for tool in tools %}
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{{- "\n" }}
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{{- tool | tojson }}
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{%- endfor %}
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{{- "\n</tools>" }}
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{{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
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{%- if messages[0].role == 'system' %}
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{%- set content = render_content(messages[0].content, false, true)|trim %}
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{%- if content %}
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{{- '\n\n' + content }}
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{%- endif %}
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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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{%- set content = render_content(messages[0].content, false, true)|trim %}
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{%- if content %}
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{{- '<|im_start|>system\n' + (reasoning_instructions + '\n\n' if reasoning_instructions else '') + content + '<|im_end|>\n' }}
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{%- elif reasoning_instructions %}
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{{- '<|im_start|>system\n' + reasoning_instructions + '<|im_end|>\n' }}
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{%- endif %}
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{%- elif reasoning_instructions %}
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{{- '<|im_start|>system\n' + reasoning_instructions + '<|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" %}
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{%- set content = render_content(message.content, false)|trim %}
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{%- if not(content.startswith('<tool_response>') and 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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{%- endif %}
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{%- endfor %}
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{%- if ns.multi_step_tool %}
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{{- raise_exception('No user query found in messages.') }}
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| 101 |
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{%- endif %}
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| 102 |
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{%- for message in messages %}
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| 103 |
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{%- set content = render_content(message.content, true)|trim %}
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| 104 |
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{%- if message.role == "system" %}
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| 105 |
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{%- if not loop.first %}
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| 106 |
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{{- raise_exception('System message must be at the beginning.') }}
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| 107 |
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{%- endif %}
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| 108 |
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{%- elif message.role == "user" %}
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| 109 |
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{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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| 110 |
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{%- elif message.role == "assistant" %}
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| 111 |
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{%- set reasoning_content = '' %}
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| 112 |
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{%- if message.reasoning_content is string %}
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| 113 |
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{%- set reasoning_content = message.reasoning_content %}
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| 114 |
+
{%- endif %}
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| 115 |
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{%- set reasoning_content = reasoning_content|trim %}
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| 116 |
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{%- if preserve_thinking is undefined or preserve_thinking is true or loop.index0 > ns.last_query_index %}
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| 117 |
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{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
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| 118 |
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{%- else %}
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| 119 |
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{{- '<|im_start|>' + message.role + '\n' + content }}
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| 120 |
+
{%- endif %}
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| 121 |
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{%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
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| 122 |
+
{%- for tool_call in message.tool_calls %}
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| 123 |
+
{%- if tool_call.function is defined %}
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| 124 |
+
{%- set tool_call = tool_call.function %}
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| 125 |
+
{%- endif %}
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| 126 |
+
{%- if loop.first %}
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| 127 |
+
{%- if content|trim %}
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| 128 |
+
{{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
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| 129 |
+
{%- else %}
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| 130 |
+
{{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
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| 131 |
+
{%- endif %}
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| 132 |
+
{%- else %}
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| 133 |
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{{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
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| 134 |
+
{%- endif %}
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| 135 |
+
{%- if tool_call.arguments is defined and tool_call.arguments != '' %}
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| 136 |
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{%- for args_name, args_value in tool_call.arguments|items %}
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| 137 |
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{{- '<parameter=' + args_name + '>\n' }}
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| 138 |
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{%- set args_value = args_value | string if args_value is string else args_value | tojson | safe %}
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| 139 |
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{{- args_value }}
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| 140 |
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{{- '\n</parameter>\n' }}
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| 141 |
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{%- endfor %}
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| 142 |
+
{%- endif %}
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| 143 |
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{{- '</function>\n</tool_call>' }}
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| 144 |
+
{%- endfor %}
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| 145 |
+
{%- endif %}
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| 146 |
+
{{- '<|im_end|>\n' }}
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| 147 |
+
{%- elif message.role == "tool" %}
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| 148 |
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{%- if loop.previtem and loop.previtem.role != "tool" %}
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| 149 |
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{{- '<|im_start|>user' }}
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| 150 |
+
{%- endif %}
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| 151 |
+
{{- '\n<tool_response>\n' }}
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| 152 |
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{{- content }}
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| 153 |
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{{- '\n</tool_response>' }}
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| 154 |
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{%- if not loop.last and loop.nextitem.role != "tool" %}
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| 155 |
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{{- '<|im_end|>\n' }}
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| 156 |
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{%- elif loop.last %}
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| 157 |
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{{- '<|im_end|>\n' }}
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| 158 |
+
{%- endif %}
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| 159 |
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{%- else %}
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| 160 |
+
{{- raise_exception('Unexpected message role.') }}
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| 161 |
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{%- endif %}
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| 162 |
+
{%- endfor %}
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| 163 |
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{%- if add_generation_prompt %}
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| 164 |
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{{- '<|im_start|>assistant\n' }}
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| 165 |
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{%- if enable_thinking is defined and enable_thinking is false %}
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| 166 |
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{{- '<think>\n\n</think>\n\n' }}
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| 167 |
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{%- else %}
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| 168 |
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{{- '<think>\n' }}
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| 169 |
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{%- endif %}
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| 170 |
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{%- endif %}
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config.json
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generation_config.json
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{
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"bos_token_id": 248044,
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"do_sample": true,
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| 4 |
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"eos_token_id": [
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248046,
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248044
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],
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| 8 |
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"pad_token_id": 248044,
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"temperature": 1.0,
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| 10 |
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"top_k": 20,
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| 11 |
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"top_p": 0.95
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| 12 |
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}
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merges.txt
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model-00001-of-00021.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:2a7e56a0bfb5e7a83ca2b7d993cfb2d1be4a14a321ecb6b2f3b234a4b3f7c8fc
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| 3 |
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size 5028727264
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model-00002-of-00021.safetensors
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
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|
| 1 |
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{
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| 2 |
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| 3 |
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|
| 1066 |
+
"language_model.model.layers.5.attn_hyper_connection.block_inject_weight",
|
| 1067 |
+
"language_model.model.layers.5.attn_hyper_connection.input_mix_weight_down",
|
| 1068 |
+
"language_model.model.layers.5.attn_hyper_connection.input_mix_weight_up",
|
| 1069 |
+
"language_model.model.layers.5.linear_attn.in_proj_a",
|
| 1070 |
+
"language_model.model.layers.5.linear_attn.in_proj_b",
|
| 1071 |
+
"language_model.model.layers.5.linear_attn.in_proj_qkv",
|
| 1072 |
+
"language_model.model.layers.5.linear_attn.in_proj_z",
|
| 1073 |
+
"language_model.model.layers.5.linear_attn.out_proj",
|
| 1074 |
+
"language_model.model.layers.5.mlp.shared_expert.down_proj",
|
| 1075 |
+
"language_model.model.layers.5.mlp.shared_expert.gate_proj",
|
| 1076 |
+
"language_model.model.layers.5.mlp.shared_expert.up_proj",
|
| 1077 |
+
"language_model.model.layers.5.mlp.shared_expert_gate",
|
| 1078 |
+
"language_model.model.layers.5.mlp.switch_mlp.down_proj",
|
| 1079 |
+
"language_model.model.layers.5.mlp.switch_mlp.gate_proj",
|
| 1080 |
+
"language_model.model.layers.5.mlp.switch_mlp.up_proj",
|
| 1081 |
+
"language_model.model.layers.5.mlp_hyper_connection.block_inject_weight",
|
| 1082 |
+
"language_model.model.layers.5.mlp_hyper_connection.input_mix_weight_down",
|
| 1083 |
+
"language_model.model.layers.5.mlp_hyper_connection.input_mix_weight_up",
|
| 1084 |
+
"language_model.model.layers.6.attn_hyper_connection.block_inject_weight",
|
| 1085 |
+
"language_model.model.layers.6.attn_hyper_connection.input_mix_weight_down",
|
| 1086 |
+
"language_model.model.layers.6.attn_hyper_connection.input_mix_weight_up",
|
| 1087 |
+
"language_model.model.layers.6.linear_attn.in_proj_a",
|
| 1088 |
+
"language_model.model.layers.6.linear_attn.in_proj_b",
|
| 1089 |
+
"language_model.model.layers.6.linear_attn.in_proj_qkv",
|
| 1090 |
+
"language_model.model.layers.6.linear_attn.in_proj_z",
|
| 1091 |
+
"language_model.model.layers.6.linear_attn.out_proj",
|
| 1092 |
+
"language_model.model.layers.6.mlp.shared_expert.down_proj",
|
| 1093 |
+
"language_model.model.layers.6.mlp.shared_expert.gate_proj",
|
| 1094 |
+
"language_model.model.layers.6.mlp.shared_expert.up_proj",
|
| 1095 |
+
"language_model.model.layers.6.mlp.shared_expert_gate",
|
| 1096 |
+
"language_model.model.layers.6.mlp.switch_mlp.down_proj",
|
| 1097 |
+
"language_model.model.layers.6.mlp.switch_mlp.gate_proj",
|
| 1098 |
+
"language_model.model.layers.6.mlp.switch_mlp.up_proj",
|
| 1099 |
+
"language_model.model.layers.6.mlp_hyper_connection.block_inject_weight",
|
| 1100 |
+
"language_model.model.layers.6.mlp_hyper_connection.input_mix_weight_down",
|
| 1101 |
+
"language_model.model.layers.6.mlp_hyper_connection.input_mix_weight_up",
|
| 1102 |
+
"language_model.model.layers.7.attn_hyper_connection.block_inject_weight",
|
| 1103 |
+
"language_model.model.layers.7.attn_hyper_connection.input_mix_weight_down",
|
| 1104 |
+
"language_model.model.layers.7.attn_hyper_connection.input_mix_weight_up",
|
| 1105 |
+
"language_model.model.layers.7.mlp.shared_expert.down_proj",
|
| 1106 |
+
"language_model.model.layers.7.mlp.shared_expert.gate_proj",
|
| 1107 |
+
"language_model.model.layers.7.mlp.shared_expert.up_proj",
|
| 1108 |
+
"language_model.model.layers.7.mlp.shared_expert_gate",
|
| 1109 |
+
"language_model.model.layers.7.mlp.switch_mlp.down_proj",
|
| 1110 |
+
"language_model.model.layers.7.mlp.switch_mlp.gate_proj",
|
| 1111 |
+
"language_model.model.layers.7.mlp.switch_mlp.up_proj",
|
| 1112 |
+
"language_model.model.layers.7.mlp_hyper_connection.block_inject_weight",
|
| 1113 |
+
"language_model.model.layers.7.mlp_hyper_connection.input_mix_weight_down",
|
| 1114 |
+
"language_model.model.layers.7.mlp_hyper_connection.input_mix_weight_up",
|
| 1115 |
+
"language_model.model.layers.7.self_attn.indexer.index_qk_proj",
|
| 1116 |
+
"language_model.model.layers.7.self_attn.k_proj",
|
| 1117 |
+
"language_model.model.layers.7.self_attn.o_proj",
|
| 1118 |
+
"language_model.model.layers.7.self_attn.q_proj",
|
| 1119 |
+
"language_model.model.layers.7.self_attn.v_proj",
|
| 1120 |
+
"language_model.model.layers.8.attn_hyper_connection.block_inject_weight",
|
| 1121 |
+
"language_model.model.layers.8.attn_hyper_connection.input_mix_weight_down",
|
| 1122 |
+
"language_model.model.layers.8.attn_hyper_connection.input_mix_weight_up",
|
| 1123 |
+
"language_model.model.layers.8.linear_attn.in_proj_a",
|
| 1124 |
+
"language_model.model.layers.8.linear_attn.in_proj_b",
|
| 1125 |
+
"language_model.model.layers.8.linear_attn.in_proj_qkv",
|
| 1126 |
+
"language_model.model.layers.8.linear_attn.in_proj_z",
|
| 1127 |
+
"language_model.model.layers.8.linear_attn.out_proj",
|
| 1128 |
+
"language_model.model.layers.8.mlp.shared_expert.down_proj",
|
| 1129 |
+
"language_model.model.layers.8.mlp.shared_expert.gate_proj",
|
| 1130 |
+
"language_model.model.layers.8.mlp.shared_expert.up_proj",
|
| 1131 |
+
"language_model.model.layers.8.mlp.shared_expert_gate",
|
| 1132 |
+
"language_model.model.layers.8.mlp.switch_mlp.down_proj",
|
| 1133 |
+
"language_model.model.layers.8.mlp.switch_mlp.gate_proj",
|
| 1134 |
+
"language_model.model.layers.8.mlp.switch_mlp.up_proj",
|
| 1135 |
+
"language_model.model.layers.8.mlp_hyper_connection.block_inject_weight",
|
| 1136 |
+
"language_model.model.layers.8.mlp_hyper_connection.input_mix_weight_down",
|
| 1137 |
+
"language_model.model.layers.8.mlp_hyper_connection.input_mix_weight_up",
|
| 1138 |
+
"language_model.model.layers.9.attn_hyper_connection.block_inject_weight",
|
| 1139 |
+
"language_model.model.layers.9.attn_hyper_connection.input_mix_weight_down",
|
| 1140 |
+
"language_model.model.layers.9.attn_hyper_connection.input_mix_weight_up",
|
| 1141 |
+
"language_model.model.layers.9.linear_attn.in_proj_a",
|
| 1142 |
+
"language_model.model.layers.9.linear_attn.in_proj_b",
|
| 1143 |
+
"language_model.model.layers.9.linear_attn.in_proj_qkv",
|
| 1144 |
+
"language_model.model.layers.9.linear_attn.in_proj_z",
|
| 1145 |
+
"language_model.model.layers.9.linear_attn.out_proj",
|
| 1146 |
+
"language_model.model.layers.9.mlp.shared_expert.down_proj",
|
| 1147 |
+
"language_model.model.layers.9.mlp.shared_expert.gate_proj",
|
| 1148 |
+
"language_model.model.layers.9.mlp.shared_expert.up_proj",
|
| 1149 |
+
"language_model.model.layers.9.mlp.shared_expert_gate",
|
| 1150 |
+
"language_model.model.layers.9.mlp.switch_mlp.down_proj",
|
| 1151 |
+
"language_model.model.layers.9.mlp.switch_mlp.gate_proj",
|
| 1152 |
+
"language_model.model.layers.9.mlp.switch_mlp.up_proj",
|
| 1153 |
+
"language_model.model.layers.9.mlp_hyper_connection.block_inject_weight",
|
| 1154 |
+
"language_model.model.layers.9.mlp_hyper_connection.input_mix_weight_down",
|
| 1155 |
+
"language_model.model.layers.9.mlp_hyper_connection.input_mix_weight_up",
|
| 1156 |
+
"mtp.fc_embedding",
|
| 1157 |
+
"mtp.fc_hidden",
|
| 1158 |
+
"mtp.hyper_connection_mixer.input_mix_weight_down",
|
| 1159 |
+
"mtp.hyper_connection_mixer.input_mix_weight_up",
|
| 1160 |
+
"mtp.layers.0.attn_hyper_connection.block_inject_weight",
|
| 1161 |
+
"mtp.layers.0.attn_hyper_connection.input_mix_weight_down",
|
| 1162 |
+
"mtp.layers.0.attn_hyper_connection.input_mix_weight_up",
|
| 1163 |
+
"mtp.layers.0.mlp.shared_expert.down_proj",
|
| 1164 |
+
"mtp.layers.0.mlp.shared_expert.gate_proj",
|
| 1165 |
+
"mtp.layers.0.mlp.shared_expert.up_proj",
|
| 1166 |
+
"mtp.layers.0.mlp.shared_expert_gate",
|
| 1167 |
+
"mtp.layers.0.mlp.switch_mlp.down_proj",
|
| 1168 |
+
"mtp.layers.0.mlp.switch_mlp.gate_proj",
|
| 1169 |
+
"mtp.layers.0.mlp.switch_mlp.up_proj",
|
| 1170 |
+
"mtp.layers.0.mlp_hyper_connection.block_inject_weight",
|
| 1171 |
+
"mtp.layers.0.mlp_hyper_connection.input_mix_weight_down",
|
| 1172 |
+
"mtp.layers.0.mlp_hyper_connection.input_mix_weight_up",
|
| 1173 |
+
"mtp.layers.0.self_attn.indexer.index_qk_proj",
|
| 1174 |
+
"mtp.layers.0.self_attn.k_proj",
|
| 1175 |
+
"mtp.layers.0.self_attn.o_proj",
|
| 1176 |
+
"mtp.layers.0.self_attn.q_proj",
|
| 1177 |
+
"mtp.layers.0.self_attn.v_proj"
|
| 1178 |
+
],
|
| 1179 |
+
"missing": [
|
| 1180 |
+
"language_model.lm_head",
|
| 1181 |
+
"language_model.model.hyper_connection_mixer.input_mix_weight_down",
|
| 1182 |
+
"language_model.model.hyper_connection_mixer.input_mix_weight_up"
|
| 1183 |
+
],
|
| 1184 |
+
"mismatched": [],
|
| 1185 |
+
"zero_count_experts": 24
|
| 1186 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"size": {
|
| 3 |
+
"longest_edge": 16777216,
|
| 4 |
+
"shortest_edge": 65536
|
| 5 |
+
},
|
| 6 |
+
"patch_size": 16,
|
| 7 |
+
"temporal_patch_size": 2,
|
| 8 |
+
"merge_size": 2,
|
| 9 |
+
"image_mean": [
|
| 10 |
+
0.5,
|
| 11 |
+
0.5,
|
| 12 |
+
0.5
|
| 13 |
+
],
|
| 14 |
+
"image_std": [
|
| 15 |
+
0.5,
|
| 16 |
+
0.5,
|
| 17 |
+
0.5
|
| 18 |
+
],
|
| 19 |
+
"processor_class": "Qwen3VLProcessor",
|
| 20 |
+
"image_processor_type": "Qwen2VLImageProcessorFast"
|
| 21 |
+
}
|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523
|
| 3 |
+
size 19989325
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"audio_bos_token": "<|audio_start|>",
|
| 4 |
+
"audio_eos_token": "<|audio_end|>",
|
| 5 |
+
"audio_token": "<|audio_pad|>",
|
| 6 |
+
"backend": "tokenizers",
|
| 7 |
+
"bos_token": null,
|
| 8 |
+
"clean_up_tokenization_spaces": false,
|
| 9 |
+
"eos_token": "<|im_end|>",
|
| 10 |
+
"errors": "replace",
|
| 11 |
+
"image_token": "<|image_pad|>",
|
| 12 |
+
"is_local": true,
|
| 13 |
+
"local_files_only": false,
|
| 14 |
+
"model_max_length": 262144,
|
| 15 |
+
"model_specific_special_tokens": {
|
| 16 |
+
"audio_bos_token": "<|audio_start|>",
|
| 17 |
+
"audio_eos_token": "<|audio_end|>",
|
| 18 |
+
"audio_token": "<|audio_pad|>",
|
| 19 |
+
"image_token": "<|image_pad|>",
|
| 20 |
+
"video_token": "<|video_pad|>",
|
| 21 |
+
"vision_bos_token": "<|vision_start|>",
|
| 22 |
+
"vision_eos_token": "<|vision_end|>"
|
| 23 |
+
},
|
| 24 |
+
"pad_token": "<|endoftext|>",
|
| 25 |
+
"pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
|
| 26 |
+
"split_special_tokens": false,
|
| 27 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 28 |
+
"unk_token": null,
|
| 29 |
+
"video_token": "<|video_pad|>",
|
| 30 |
+
"vision_bos_token": "<|vision_start|>",
|
| 31 |
+
"vision_eos_token": "<|vision_end|>"
|
| 32 |
+
}
|
vocab.json
ADDED
|
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|
|
|