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Qwen3.8-27B

Image-Text-to-Text
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Safetensors
qwen3_5
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Eval Results
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  1. .gitattributes +1 -0
  2. chat_template.jinja +179 -0
  3. config.json +140 -0
  4. crc32.txt +8 -0
  5. generation_config.json +12 -0
  6. merges.txt +0 -0
  7. model-00001-of-00018.safetensors +3 -0
  8. model-00002-of-00018.safetensors +3 -0
  9. model-00003-of-00018.safetensors +3 -0
  10. model-00004-of-00018.safetensors +3 -0
  11. model-00005-of-00018.safetensors +3 -0
  12. model-00006-of-00018.safetensors +3 -0
  13. model-00007-of-00018.safetensors +3 -0
  14. model-00008-of-00018.safetensors +3 -0
  15. model-00009-of-00018.safetensors +3 -0
  16. model-00010-of-00018.safetensors +3 -0
  17. model-00011-of-00018.safetensors +3 -0
  18. model-00012-of-00018.safetensors +3 -0
  19. model-00013-of-00018.safetensors +3 -0
  20. model-00014-of-00018.safetensors +3 -0
  21. model-00015-of-00018.safetensors +3 -0
  22. model-00016-of-00018.safetensors +3 -0
  23. model-00017-of-00018.safetensors +3 -0
  24. model-00018-of-00018.safetensors +3 -0
  25. model.safetensors.index.json +0 -0
  26. preprocessor_config.json +21 -0
  27. tokenizer.json +3 -0
  28. tokenizer_config.json +305 -0
  29. video_preprocessor_config.json +21 -0
  30. vocab.json +0 -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
chat_template.jinja ADDED
@@ -0,0 +1,179 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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 %}
25
+ {%- endif %}
26
+ {%- 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 'audio' in item or item.type == 'audio' %}
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+ {%- if is_system_content %}
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+ {{- raise_exception('System message cannot contain audio.') }}
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+ {%- endif %}
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+ {{- '<|audio_start|><|audio_pad|><|audio_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.') }}
45
+ {%- endif %}
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+ {%- endmacro %}
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+ {#- Dynamic reasoning_effort (low/high/xhigh): low & xhigh inject a system directive line; high or unset = no injection (== high). #}
48
+ {%- if reasoning_effort is defined and reasoning_effort is not none %}
49
+ {%- if reasoning_effort not in ['low', 'high', 'xhigh'] %}
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+ {{- raise_exception('Unknown reasoning_effort: ' + reasoning_effort|string + '. Expected one of: low, high, xhigh.') }}
51
+ {%- endif %}
52
+ {%- endif %}
53
+ {%- set add_reasoning = reasoning_effort is defined and reasoning_effort is not none and reasoning_effort in ['low', 'xhigh'] %}
54
+ {%- if add_reasoning %}
55
+ {%- if reasoning_effort == 'low' %}
56
+ {%- set reasoning_line = 'Reasoning effort is set to low. Keep your thinking brief and focused, moving directly to the conclusion without unnecessary elaboration.' %}
57
+ {%- elif reasoning_effort == 'xhigh' %}
58
+ {%- set reasoning_line = '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.' %}
59
+ {%- endif %}
60
+ {%- set reasoning_prefix = reasoning_line + '\n\n' %}
61
+ {%- else %}
62
+ {%- set reasoning_prefix = '' %}
63
+ {%- endif %}
64
+ {%- if not messages %}
65
+ {{- raise_exception('No messages provided.') }}
66
+ {%- endif %}
67
+ {%- if tools and tools is iterable and tools is not mapping %}
68
+ {{- '<|im_start|>system\n' }}
69
+ {{- reasoning_prefix }}
70
+ {{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
71
+ {%- for tool in tools %}
72
+ {{- "\n" }}
73
+ {{- tool | tojson }}
74
+ {%- endfor %}
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+ {{- "\n</tools>" }}
76
+ {{- '\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>' }}
77
+ {%- 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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+ {{- '<|im_start|>system\n' + reasoning_prefix + content + '<|im_end|>\n' }}
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+ {%- elif add_reasoning %}
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+ {{- '<|im_start|>system\n' + reasoning_line + '<|im_end|>\n' }}
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+ {%- endif %}
91
+ {%- endif %}
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+ {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
93
+ {%- 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 %}
97
+ {%- 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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+ {%- endif %}
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+ {%- for message in messages %}
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+ {%- set content = render_content(message.content, true)|trim %}
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+ {%- if message.role == "system" %}
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+ {%- if not loop.first %}
110
+ {{- raise_exception('System message must be at the beginning.') }}
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+ {%- endif %}
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+ {%- elif message.role == "user" %}
113
+ {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
114
+ {%- elif message.role == "assistant" %}
115
+ {%- set reasoning_content = '' %}
116
+ {%- if message.reasoning_content is string %}
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+ {%- set reasoning_content = message.reasoning_content %}
118
+ {%- else %}
119
+ {%- if '</think>' in content %}
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+ {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
121
+ {%- set content = content.split('</think>')[-1].lstrip('\n') %}
122
+ {%- endif %}
123
+ {%- endif %}
124
+ {%- set reasoning_content = reasoning_content|trim %}
125
+ {%- if (preserve_thinking is defined and preserve_thinking is true) or (loop.index0 > ns.last_query_index) %}
126
+ {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
127
+ {%- else %}
128
+ {{- '<|im_start|>' + message.role + '\n' + content }}
129
+ {%- endif %}
130
+ {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
131
+ {%- for tool_call in message.tool_calls %}
132
+ {%- if tool_call.function is defined %}
133
+ {%- set tool_call = tool_call.function %}
134
+ {%- endif %}
135
+ {%- if loop.first %}
136
+ {%- if content|trim %}
137
+ {{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
138
+ {%- else %}
139
+ {{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
140
+ {%- endif %}
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+ {%- else %}
142
+ {{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
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+ {%- endif %}
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+ {%- if tool_call.arguments is defined %}
145
+ {%- for args_name, args_value in tool_call.arguments|items %}
146
+ {{- '<parameter=' + args_name + '>\n' }}
147
+ {%- set args_value = args_value | string if args_value is string else args_value | tojson | safe %}
148
+ {{- args_value }}
149
+ {{- '\n</parameter>\n' }}
150
+ {%- endfor %}
151
+ {%- endif %}
152
+ {{- '</function>\n</tool_call>' }}
153
+ {%- endfor %}
154
+ {%- endif %}
155
+ {{- '<|im_end|>\n' }}
156
+ {%- elif message.role == "tool" %}
157
+ {%- if loop.previtem and loop.previtem.role != "tool" %}
158
+ {{- '<|im_start|>user' }}
159
+ {%- endif %}
160
+ {{- '\n<tool_response>\n' }}
161
+ {{- content }}
162
+ {{- '\n</tool_response>' }}
163
+ {%- if not loop.last and loop.nextitem.role != "tool" %}
164
+ {{- '<|im_end|>\n' }}
165
+ {%- elif loop.last %}
166
+ {{- '<|im_end|>\n' }}
167
+ {%- endif %}
168
+ {%- else %}
169
+ {{- raise_exception('Unexpected message role.') }}
170
+ {%- endif %}
171
+ {%- endfor %}
172
+ {%- if add_generation_prompt %}
173
+ {{- '<|im_start|>assistant\n' }}
174
+ {%- if enable_thinking is defined and enable_thinking is false %}
175
+ {{- '<think>\n\n</think>\n\n' }}
176
+ {%- else %}
177
+ {{- '<think>\n' }}
178
+ {%- endif %}
179
+ {%- endif %}
config.json ADDED
@@ -0,0 +1,140 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "architectures": [
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+ "Qwen3_5ForConditionalGeneration"
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+ ],
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+ "image_token_id": 248056,
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+ "language_model_only": false,
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+ "model_type": "qwen3_5",
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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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+ "attn_output_gate": true,
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+ "bos_token_id": 248044,
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+ "dtype": "bfloat16",
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+ "eos_token_id": 248044,
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+ "full_attention_interval": 4,
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+ "head_dim": 256,
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+ "hidden_act": "silu",
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+ "hidden_size": 5120,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 17408,
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+ "layer_types": [
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "linear_attention",
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+ "full_attention"
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+ ],
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+ "linear_conv_kernel_dim": 4,
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+ "linear_key_head_dim": 128,
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+ "linear_num_key_heads": 16,
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+ "linear_num_value_heads": 48,
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+ "linear_value_head_dim": 128,
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+ "mamba_ssm_dtype": "float32",
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+ "max_position_embeddings": 262144,
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+ "model_type": "qwen3_5_text",
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+ "mtp_num_hidden_layers": 1,
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+ "mtp_use_dedicated_embeddings": false,
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+ "num_attention_heads": 24,
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+ "num_hidden_layers": 64,
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+ "num_key_value_heads": 4,
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+ "output_gate_type": "swish",
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+ "pad_token_id": null,
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+ "partial_rotary_factor": 0.25,
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+ "rms_norm_eps": 1e-06,
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+ "rope_parameters": {
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+ "mrope_interleaved": true,
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+ "mrope_section": [
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+ 11,
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+ 11,
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+ 10
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+ ],
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+ "partial_rotary_factor": 0.25,
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+ "rope_theta": 10000000,
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+ "rope_type": "default"
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+ },
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+ "tie_word_embeddings": false,
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+ "use_cache": true,
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+ "vocab_size": 248320
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+ },
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+ "tie_word_embeddings": false,
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+ "transformers_version": "5.8.0.dev0",
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+ "video_token_id": 248057,
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+ "vision_config": {
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+ "deepstack_visual_indexes": [],
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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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+ "model_type": "qwen3_5",
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+ "num_heads": 16,
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+ "num_position_embeddings": 2304,
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+ "out_hidden_size": 5120,
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+ "patch_size": 16,
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+ "spatial_merge_size": 2,
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+ "temporal_patch_size": 2
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+ },
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+ "vision_end_token_id": 248054,
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+ "vision_start_token_id": 248053
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+ }
crc32.txt ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
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+ cf59f3ab chat_template.jinja
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+ ac8d98f1 generation_config.json
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+ 1824fcb5 merges.txt
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+ 030e383a preprocessor_config.json
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+ 6b61f895 tokenizer.json
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+ 7adf2118 tokenizer_config.json
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+ 44c041dc video_preprocessor_config.json
8
+ da8db314 vocab.json
generation_config.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "bos_token_id": 248044,
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+ "do_sample": true,
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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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+ "pad_token_id": 248044,
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+ "temperature": 0.6,
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+ "top_k": 20,
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+ "top_p": 0.95
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+ }
merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
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+ "chat_template": "{%- set image_count = namespace(value=0) %}\n{%- set video_count = namespace(value=0) %}\n{%- macro render_content(content, do_vision_count, is_system_content=false) %}\n {%- if content is string %}\n {{- content }}\n {%- elif content is iterable and content is not mapping %}\n {%- for item in content %}\n {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain images.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set image_count.value = image_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Picture ' ~ image_count.value ~ ': ' }}\n {%- endif %}\n {{- '<|vision_start|><|image_pad|><|vision_end|>' }}\n {%- elif 'video' in item or item.type == 'video' %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain videos.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set video_count.value = video_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Video ' ~ video_count.value ~ ': ' }}\n {%- endif %}\n {{- '<|vision_start|><|video_pad|><|vision_end|>' }}\n {%- elif 'audio' in item or item.type == 'audio' %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain audio.') }}\n {%- endif %}\n {{- '<|audio_start|><|audio_pad|><|audio_end|>' }}\n {%- elif 'text' in item %}\n {{- item.text }}\n {%- else %}\n {{- raise_exception('Unexpected item type in content.') }}\n {%- endif %}\n {%- endfor %}\n {%- elif content is none or content is undefined %}\n {{- '' }}\n {%- else %}\n {{- raise_exception('Unexpected content type.') }}\n {%- endif %}\n{%- endmacro %}\n{#- Dynamic reasoning_effort (low/high/xhigh): low & xhigh inject a system directive line; high or unset = no injection (== high). #}\n{%- if reasoning_effort is defined and reasoning_effort is not none %}\n {%- if reasoning_effort not in ['low', 'high', 'xhigh'] %}\n {{- raise_exception('Unknown reasoning_effort: ' + reasoning_effort|string + '. Expected one of: low, high, xhigh.') }}\n {%- endif %}\n{%- endif %}\n{%- set add_reasoning = reasoning_effort is defined and reasoning_effort is not none and reasoning_effort in ['low', 'xhigh'] %}\n{%- if add_reasoning %}\n {%- if reasoning_effort == 'low' %}\n {%- set reasoning_line = 'Reasoning effort is set to low. Keep your thinking brief and focused, moving directly to the conclusion without unnecessary elaboration.' %}\n {%- elif reasoning_effort == 'xhigh' %}\n {%- set reasoning_line = '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.' %}\n {%- endif %}\n {%- set reasoning_prefix = reasoning_line + '\\n\\n' %}\n{%- else %}\n {%- set reasoning_prefix = '' %}\n{%- endif %}\n{%- if not messages %}\n {{- raise_exception('No messages provided.') }}\n{%- endif %}\n{%- if tools and tools is iterable and tools is not mapping %}\n {{- '<|im_start|>system\\n' }}\n {{- reasoning_prefix }}\n {{- \"# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n</tools>\" }}\n {{- '\\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>' }}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {%- if content %}\n {{- '\\n\\n' + content }}\n {%- endif %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n{%- else %}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {{- '<|im_start|>system\\n' + reasoning_prefix + content + '<|im_end|>\\n' }}\n {%- elif add_reasoning %}\n {{- '<|im_start|>system\\n' + reasoning_line + '<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n {%- set index = (messages|length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == \"user\" %}\n {%- set content = render_content(message.content, false)|trim %}\n {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}\n {%- set ns.multi_step_tool = false %}\n {%- set ns.last_query_index = index %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if ns.multi_step_tool %}\n {{- raise_exception('No user query found in messages.') }}\n{%- endif %}\n{%- for message in messages %}\n {%- set content = render_content(message.content, true)|trim %}\n {%- if message.role == \"system\" %}\n {%- if not loop.first %}\n {{- raise_exception('System message must be at the beginning.') }}\n {%- endif %}\n {%- elif message.role == \"user\" %}\n {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {%- set reasoning_content = '' %}\n {%- if message.reasoning_content is string %}\n {%- set reasoning_content = message.reasoning_content %}\n {%- else %}\n {%- if '</think>' in content %}\n {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n {%- endif %}\n {%- endif %}\n {%- set reasoning_content = reasoning_content|trim %}\n {%- if (preserve_thinking is defined and preserve_thinking is true) or (loop.index0 > ns.last_query_index) %}\n {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {%- if loop.first %}\n {%- if content|trim %}\n {{- '\\n\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- else %}\n {{- '<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- if tool_call.arguments is defined %}\n {%- for args_name, args_value in tool_call.arguments|items %}\n {{- '<parameter=' + args_name + '>\\n' }}\n {%- set args_value = args_value | string if args_value is string else args_value | tojson | safe %}\n {{- args_value }}\n {{- '\\n</parameter>\\n' }}\n {%- endfor %}\n {%- endif %}\n {{- '</function>\\n</tool_call>' }}\n {%- endfor %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if loop.previtem and loop.previtem.role != \"tool\" %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- content }}\n {{- '\\n</tool_response>' }}\n {%- if not loop.last and loop.nextitem.role != \"tool\" %}\n {{- '<|im_end|>\\n' }}\n {%- elif loop.last %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- else %}\n {{- raise_exception('Unexpected message role.') }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n {%- if enable_thinking is defined and enable_thinking is false %}\n {{- '<think>\\n\\n</think>\\n\\n' }}\n {%- else %}\n {{- '<think>\\n' }}\n {%- endif %}\n{%- endif %}",
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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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+ "model_max_length": 131072,
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+ "pad_token": "<|endoftext|>",
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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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+ "add_bos_token": false,
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+ "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+",
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+ "extra_special_tokens": {
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+ "audio_bos_token": "<|audio_start|>",
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+ "audio_eos_token": "<|audio_end|>",
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+ "audio_token": "<|audio_pad|>",
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+ "image_token": "<|image_pad|>",
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+ "vision_bos_token": "<|vision_start|>",
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+ }
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+ }
video_preprocessor_config.json ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "size": {
3
+ "longest_edge": 25165824,
4
+ "shortest_edge": 4096
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
+ "video_processor_type": "Qwen3VLVideoProcessor"
21
+ }
vocab.json ADDED
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