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  1. .gitattributes +1 -0
  2. added_tokens.json +28 -0
  3. chat_template.jinja +120 -0
  4. config.json +234 -0
  5. generation_config.json +14 -0
  6. merges.txt +0 -0
  7. model-00001-of-00048.safetensors +3 -0
  8. model-00002-of-00048.safetensors +3 -0
  9. model-00004-of-00048.safetensors +3 -0
  10. model-00006-of-00048.safetensors +3 -0
  11. model-00007-of-00048.safetensors +3 -0
  12. model-00008-of-00048.safetensors +3 -0
  13. model-00009-of-00048.safetensors +3 -0
  14. model-00010-of-00048.safetensors +3 -0
  15. model-00011-of-00048.safetensors +3 -0
  16. model-00012-of-00048.safetensors +3 -0
  17. model-00013-of-00048.safetensors +3 -0
  18. model-00015-of-00048.safetensors +3 -0
  19. model-00021-of-00048.safetensors +3 -0
  20. model-00022-of-00048.safetensors +3 -0
  21. model-00023-of-00048.safetensors +3 -0
  22. model-00024-of-00048.safetensors +3 -0
  23. model-00025-of-00048.safetensors +3 -0
  24. model-00026-of-00048.safetensors +3 -0
  25. model-00027-of-00048.safetensors +3 -0
  26. model-00028-of-00048.safetensors +3 -0
  27. model-00029-of-00048.safetensors +3 -0
  28. model-00030-of-00048.safetensors +3 -0
  29. model-00031-of-00048.safetensors +3 -0
  30. model-00033-of-00048.safetensors +3 -0
  31. model-00034-of-00048.safetensors +3 -0
  32. model-00035-of-00048.safetensors +3 -0
  33. model-00036-of-00048.safetensors +3 -0
  34. model-00037-of-00048.safetensors +3 -0
  35. model-00038-of-00048.safetensors +3 -0
  36. model-00041-of-00048.safetensors +3 -0
  37. model-00042-of-00048.safetensors +3 -0
  38. model-00043-of-00048.safetensors +3 -0
  39. model-00044-of-00048.safetensors +3 -0
  40. model-00045-of-00048.safetensors +3 -0
  41. model-00046-of-00048.safetensors +3 -0
  42. model-00047-of-00048.safetensors +3 -0
  43. model-00048-of-00048.safetensors +3 -0
  44. model.safetensors.index.json +0 -0
  45. preprocessor_config.json +39 -0
  46. recipe.yaml +7 -0
  47. special_tokens_map.json +31 -0
  48. tokenizer.json +3 -0
  49. tokenizer_config.json +240 -0
  50. video_preprocessor_config.json +41 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.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
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
added_tokens.json ADDED
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+ {
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+ "</think>": 151668,
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+ "</tool_call>": 151658,
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+ "</tool_response>": 151666,
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+ "<think>": 151667,
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+ "<tool_call>": 151657,
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+ "<tool_response>": 151665,
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+ "<|box_end|>": 151649,
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+ "<|box_start|>": 151648,
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+ "<|endoftext|>": 151643,
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+ "<|file_sep|>": 151664,
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+ "<|fim_middle|>": 151660,
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+ "<|fim_pad|>": 151662,
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+ "<|fim_prefix|>": 151659,
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+ "<|fim_suffix|>": 151661,
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+ "<|im_end|>": 151645,
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+ "<|im_start|>": 151644,
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+ "<|image_pad|>": 151655,
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+ "<|object_ref_end|>": 151647,
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+ "<|object_ref_start|>": 151646,
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+ "<|quad_end|>": 151651,
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+ "<|quad_start|>": 151650,
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+ "<|repo_name|>": 151663,
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+ "<|video_pad|>": 151656,
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+ "<|vision_end|>": 151653,
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+ "<|vision_pad|>": 151654,
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+ "<|vision_start|>": 151652
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+ }
chat_template.jinja ADDED
@@ -0,0 +1,120 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {%- if tools %}
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+ {{- '<|im_start|>system\n' }}
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+ {%- if messages[0].role == 'system' %}
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+ {%- if messages[0].content is string %}
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+ {{- messages[0].content }}
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+ {%- else %}
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+ {%- for content in messages[0].content %}
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+ {%- if 'text' in content %}
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+ {{- content.text }}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- endif %}
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+ {{- '\n\n' }}
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+ {%- endif %}
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+ {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
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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>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
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+ {%- else %}
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+ {%- if messages[0].role == 'system' %}
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+ {{- '<|im_start|>system\n' }}
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+ {%- if messages[0].content is string %}
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+ {{- messages[0].content }}
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+ {%- else %}
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+ {%- for content in messages[0].content %}
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+ {%- if 'text' in content %}
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+ {{- content.text }}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- endif %}
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+ {{- '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- set image_count = namespace(value=0) %}
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+ {%- set video_count = namespace(value=0) %}
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+ {%- for message in messages %}
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+ {%- if message.role == "user" %}
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+ {{- '<|im_start|>' + message.role + '\n' }}
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+ {%- if message.content is string %}
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+ {{- message.content }}
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+ {%- else %}
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+ {%- for content in message.content %}
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+ {%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
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+ {%- set image_count.value = image_count.value + 1 %}
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+ {%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
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+ <|vision_start|><|image_pad|><|vision_end|>
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+ {%- elif content.type == 'video' or 'video' in content %}
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+ {%- set video_count.value = video_count.value + 1 %}
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+ {%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
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+ <|vision_start|><|video_pad|><|vision_end|>
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+ {%- elif 'text' in content %}
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+ {{- content.text }}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- endif %}
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+ {{- '<|im_end|>\n' }}
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+ {%- elif message.role == "assistant" %}
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+ {{- '<|im_start|>' + message.role + '\n' }}
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+ {%- if message.content is string %}
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+ {{- message.content }}
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+ {%- else %}
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+ {%- for content_item in message.content %}
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+ {%- if 'text' in content_item %}
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+ {{- content_item.text }}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- endif %}
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+ {%- if message.tool_calls %}
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+ {%- for tool_call in message.tool_calls %}
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+ {%- if (loop.first and message.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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+ {{- '<tool_call>\n{"name": "' }}
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+ {{- tool_call.name }}
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+ {{- '", "arguments": ' }}
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+ {%- if tool_call.arguments is string %}
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+ {{- tool_call.arguments }}
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+ {%- else %}
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+ {{- tool_call.arguments | tojson }}
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+ {%- endif %}
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+ {{- '}\n</tool_call>' }}
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+ {%- endfor %}
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+ {%- endif %}
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+ {{- '<|im_end|>\n' }}
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+ {%- elif message.role == "tool" %}
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+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
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+ {{- '<|im_start|>user' }}
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+ {%- endif %}
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+ {{- '\n<tool_response>\n' }}
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+ {%- if message.content is string %}
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+ {{- message.content }}
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+ {%- else %}
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+ {%- for content in message.content %}
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+ {%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
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+ {%- set image_count.value = image_count.value + 1 %}
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+ {%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
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+ <|vision_start|><|image_pad|><|vision_end|>
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+ {%- elif content.type == 'video' or 'video' in content %}
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+ {%- set video_count.value = video_count.value + 1 %}
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+ {%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
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+ <|vision_start|><|video_pad|><|vision_end|>
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+ {%- elif 'text' in content %}
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+ {{- content.text }}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- endif %}
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+ {{- '\n</tool_response>' }}
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+ {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
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+ {{- '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- if add_generation_prompt %}
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+ {{- '<|im_start|>assistant\n' }}
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+ {%- endif %}
config.json ADDED
@@ -0,0 +1,234 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "architectures": [
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+ "Qwen3VLMoeForConditionalGeneration"
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+ ],
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+ "dtype": "bfloat16",
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+ "image_token_id": 151655,
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+ "model_type": "qwen3_vl_moe",
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+ "quantization_config": {
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+ "config_groups": {
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+ "group_0": {
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+ "format": "float-quantized",
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+ "input_activations": {
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+ "actorder": null,
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+ "block_structure": null,
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+ "dynamic": true,
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+ "group_size": 128,
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+ "num_bits": 8,
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+ "observer": null,
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+ "observer_kwargs": {},
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+ "strategy": "group",
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+ "symmetric": true,
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+ "type": "float"
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+ },
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+ "output_activations": null,
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+ "targets": [
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+ "Linear"
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+ ],
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+ "weights": {
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+ "actorder": null,
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+ "block_structure": [
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+ 128,
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+ 128
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+ ],
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+ "dynamic": false,
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+ "group_size": null,
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+ "num_bits": 8,
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+ "observer": "minmax",
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+ "observer_kwargs": {},
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+ "strategy": "block",
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+ "symmetric": true,
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+ "type": "float"
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+ }
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+ }
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+ },
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+ "format": "float-quantized",
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+ "global_compression_ratio": null,
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+ "ignore": [
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+ "model.visual.blocks.0.attn.proj",
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+ "model.visual.blocks.1.attn.proj",
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+ "model.visual.blocks.26.mlp.linear_fc1",
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+ "model.visual.blocks.26.mlp.linear_fc2",
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+ "model.visual.merger.linear_fc1",
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+ "model.visual.deepstack_merger_list.0.linear_fc1",
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+ "model.visual.deepstack_merger_list.0.linear_fc2",
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+ "model.visual.deepstack_merger_list.1.linear_fc2",
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+ "model.visual.deepstack_merger_list.2.linear_fc1",
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+ "model.visual.deepstack_merger_list.2.linear_fc2",
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+ "lm_head"
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+ ],
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+ "kv_cache_scheme": null,
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+ "quant_method": "compressed-tensors",
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+ "quantization_status": "compressed",
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+ "sparsity_config": {},
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+ "transform_config": {},
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+ "version": "0.11.1.dev30+g3e4d7fa"
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+ },
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+ "text_config": {
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 151643,
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+ "decoder_sparse_step": 1,
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+ "dtype": "bfloat16",
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+ "eos_token_id": 151645,
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+ "head_dim": 128,
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 12288,
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+ "max_position_embeddings": 262144,
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+ "mlp_only_layers": [],
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+ "model_type": "qwen3_vl_moe_text",
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+ "moe_intermediate_size": 1536,
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+ "norm_topk_prob": true,
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+ "num_attention_heads": 64,
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+ "num_experts": 128,
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+ "num_experts_per_tok": 8,
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+ "num_hidden_layers": 94,
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+ "num_key_value_heads": 4,
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+ "rms_norm_eps": 1e-06,
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+ "rope_scaling": {
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+ "mrope_interleaved": true,
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+ "mrope_section": [
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+ 24,
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+ 20,
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+ 20
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+ ],
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+ "rope_type": "default"
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+ },
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+ "rope_theta": 5000000,
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+ "use_cache": true,
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+ "vocab_size": 151936
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+ },
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+ "tie_word_embeddings": false,
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+ "transformers_version": "4.57.0.dev0",
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+ "video_token_id": 151656,
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+ "vision_config": {
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+ "deepstack_visual_indexes": [
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+ 8,
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+ 16,
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+ 24
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+ ],
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+ "depth": 27,
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+ "hidden_act": "gelu_pytorch_tanh",
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+ "hidden_size": 1152,
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+ "in_channels": 3,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 4304,
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+ "special": false
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+ },
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+ "151663": {
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+ "content": "<|repo_name|>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "single_word": false,
171
+ "special": false
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+ },
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+ "151664": {
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+ "content": "<|file_sep|>",
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+ "lstrip": false,
176
+ "normalized": false,
177
+ "rstrip": false,
178
+ "single_word": false,
179
+ "special": false
180
+ },
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+ "151665": {
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+ "content": "<tool_response>",
183
+ "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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+ "special": false
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+ },
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+ "151666": {
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+ "content": "</tool_response>",
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
195
+ "special": false
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+ },
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+ "151667": {
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+ "content": "<think>",
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201
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+ "single_word": false,
203
+ "special": false
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+ },
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+ "151668": {
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+ "content": "</think>",
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208
+ "normalized": false,
209
+ "rstrip": false,
210
+ "single_word": false,
211
+ "special": false
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+ }
213
+ },
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+ "additional_special_tokens": [
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+ "<|im_start|>",
216
+ "<|im_end|>",
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+ "<|object_ref_start|>",
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+ "<|object_ref_end|>",
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+ "<|box_start|>",
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+ "<|box_end|>",
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+ "<|quad_start|>",
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+ "<|quad_end|>",
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+ "<|vision_start|>",
224
+ "<|vision_end|>",
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+ "<|vision_pad|>",
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+ "<|image_pad|>",
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+ "<|video_pad|>"
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+ ],
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+ "bos_token": null,
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+ "clean_up_tokenization_spaces": false,
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+ "eos_token": "<|im_end|>",
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+ "errors": "replace",
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+ "extra_special_tokens": {},
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+ "model_max_length": 262144,
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+ "pad_token": "<|endoftext|>",
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+ "processor_class": "Qwen3VLProcessor",
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+ "split_special_tokens": false,
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+ "tokenizer_class": "Qwen2Tokenizer",
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+ "unk_token": null
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+ }
video_preprocessor_config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "crop_size": null,
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+ "data_format": "channels_first",
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+ "default_to_square": true,
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+ "do_rescale": true,
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+ "do_resize": true,
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+ "do_sample_frames": true,
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+ "fps": 2,
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+ "image_mean": [
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+ 0.5,
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+ 0.5
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+ ],
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+ "image_std": [
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+ 0.5,
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+ 0.5,
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+ 0.5
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+ ],
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+ "input_data_format": null,
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+ "max_frames": 768,
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+ "merge_size": 2,
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+ "min_frames": 4,
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+ "num_frames": null,
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+ "pad_size": null,
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+ "patch_size": 16,
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+ "processor_class": "Qwen3VLProcessor",
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+ "resample": 3,
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+ "rescale_factor": 0.00392156862745098,
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+ "return_metadata": false,
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+ "size": {
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+ "longest_edge": 25165824,
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+ "shortest_edge": 4096
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+ },
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+ "temporal_patch_size": 2,
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+ "video_metadata": null,
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+ "video_processor_type": "Qwen3VLVideoProcessor"
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+ }