yuzhe commited on
Commit
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1 Parent(s): ec86259

Add files using upload-large-folder tool

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Modelfile ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # ollama modelfile auto-generated by llamafactory
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+
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+ FROM .
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+
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+ TEMPLATE """{{ if .System }}<|im_start|>system
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+ {{ .System }}<|im_end|>
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+ {{ end }}{{ range .Messages }}{{ if eq .Role "user" }}<|im_start|>user
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+ {{ .Content }}<|im_end|>
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+ <|im_start|>assistant
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+ {{ else if eq .Role "assistant" }}{{ .Content }}<|im_end|>
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+ {{ end }}{{ end }}"""
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+
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+ PARAMETER stop "<|im_end|>"
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+ PARAMETER num_ctx 4096
chat_template.jinja CHANGED
@@ -1,34 +1,90 @@
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- {%- if tools %}
2
- {{- '<|im_start|>system\n' }}
3
- {%- if messages[0].role == 'system' %}
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- {{- messages[0].content + '\n\n' }}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5
  {%- endif %}
6
- {{- "# 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>" }}
 
 
 
 
 
 
7
  {%- for tool in tools %}
8
  {{- "\n" }}
9
  {{- tool | tojson }}
10
  {%- endfor %}
11
- {{- "\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" }}
 
 
 
 
 
 
 
 
12
  {%- else %}
13
  {%- if messages[0].role == 'system' %}
14
- {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
 
15
  {%- endif %}
16
  {%- endif %}
17
  {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
18
  {%- for message in messages[::-1] %}
19
  {%- set index = (messages|length - 1) - loop.index0 %}
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- {%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
21
- {%- set ns.multi_step_tool = false %}
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- {%- set ns.last_query_index = index %}
 
 
 
23
  {%- endif %}
24
  {%- endfor %}
 
 
 
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  {%- for message in messages %}
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- {%- if message.content is string %}
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- {%- set content = message.content %}
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- {%- else %}
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- {%- set content = '' %}
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- {%- endif %}
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- {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
32
  {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
33
  {%- elif message.role == "assistant" %}
34
  {%- set reasoning_content = '' %}
@@ -40,47 +96,59 @@
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  {%- set content = content.split('</think>')[-1].lstrip('\n') %}
41
  {%- endif %}
42
  {%- endif %}
 
43
  {%- if loop.index0 > ns.last_query_index %}
44
- {%- if loop.last or (not loop.last and reasoning_content) %}
45
- {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
46
- {%- else %}
47
- {{- '<|im_start|>' + message.role + '\n' + content }}
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- {%- endif %}
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  {%- else %}
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  {{- '<|im_start|>' + message.role + '\n' + content }}
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  {%- endif %}
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- {%- if message.tool_calls %}
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  {%- for tool_call in message.tool_calls %}
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- {%- if (loop.first and content) or (not loop.first) %}
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- {{- '\n' }}
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- {%- endif %}
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- {%- if tool_call.function %}
58
  {%- set tool_call = tool_call.function %}
59
  {%- endif %}
60
- {{- '<tool_call>\n{"name": "' }}
61
- {{- tool_call.name }}
62
- {{- '", "arguments": ' }}
63
- {%- if tool_call.arguments is string %}
64
- {{- tool_call.arguments }}
 
65
  {%- else %}
66
- {{- tool_call.arguments | tojson }}
67
  {%- endif %}
68
- {{- '}\n</tool_call>' }}
 
 
 
 
 
 
 
 
69
  {%- endfor %}
70
  {%- endif %}
71
  {{- '<|im_end|>\n' }}
72
  {%- elif message.role == "tool" %}
73
- {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
74
  {{- '<|im_start|>user' }}
75
  {%- endif %}
76
  {{- '\n<tool_response>\n' }}
77
  {{- content }}
78
  {{- '\n</tool_response>' }}
79
- {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
 
 
80
  {{- '<|im_end|>\n' }}
81
  {%- endif %}
 
 
82
  {%- endif %}
83
  {%- endfor %}
84
  {%- if add_generation_prompt %}
85
- {{- '<|im_start|>assistant\n<think>\n' }}
 
 
 
 
 
86
  {%- endif %}
 
1
+ {%- set image_count = namespace(value=0) %}
2
+ {%- set video_count = namespace(value=0) %}
3
+ {%- macro render_content(content, do_vision_count, is_system_content=false) %}
4
+ {%- if content is string %}
5
+ {{- content }}
6
+ {%- elif content is iterable and content is not mapping %}
7
+ {%- for item in content %}
8
+ {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
9
+ {%- if is_system_content %}
10
+ {{- raise_exception('System message cannot contain images.') }}
11
+ {%- endif %}
12
+ {%- if do_vision_count %}
13
+ {%- set image_count.value = image_count.value + 1 %}
14
+ {%- endif %}
15
+ {%- if add_vision_id %}
16
+ {{- 'Picture ' ~ image_count.value ~ ': ' }}
17
+ {%- endif %}
18
+ {{- '<|vision_start|><|image_pad|><|vision_end|>' }}
19
+ {%- elif 'video' in item or item.type == 'video' %}
20
+ {%- if is_system_content %}
21
+ {{- raise_exception('System message cannot contain videos.') }}
22
+ {%- endif %}
23
+ {%- if do_vision_count %}
24
+ {%- set video_count.value = video_count.value + 1 %}
25
+ {%- endif %}
26
+ {%- if add_vision_id %}
27
+ {{- 'Video ' ~ video_count.value ~ ': ' }}
28
+ {%- endif %}
29
+ {{- '<|vision_start|><|video_pad|><|vision_end|>' }}
30
+ {%- elif 'text' in item %}
31
+ {{- item.text }}
32
+ {%- else %}
33
+ {{- raise_exception('Unexpected item type in content.') }}
34
+ {%- endif %}
35
+ {%- endfor %}
36
+ {%- elif content is none or content is undefined %}
37
+ {{- '' }}
38
+ {%- else %}
39
+ {{- raise_exception('Unexpected content type.') }}
40
  {%- endif %}
41
+ {%- endmacro %}
42
+ {%- if not messages %}
43
+ {{- raise_exception('No messages provided.') }}
44
+ {%- endif %}
45
+ {%- if tools and tools is iterable and tools is not mapping %}
46
+ {{- '<|im_start|>system\n' }}
47
+ {{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
48
  {%- for tool in tools %}
49
  {{- "\n" }}
50
  {{- tool | tojson }}
51
  {%- endfor %}
52
+ {{- "\n</tools>" }}
53
+ {{- '\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>' }}
54
+ {%- if messages[0].role == 'system' %}
55
+ {%- set content = render_content(messages[0].content, false, true)|trim %}
56
+ {%- if content %}
57
+ {{- '\n\n' + content }}
58
+ {%- endif %}
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+ {%- endif %}
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+ {{- '<|im_end|>\n' }}
61
  {%- else %}
62
  {%- if messages[0].role == 'system' %}
63
+ {%- set content = render_content(messages[0].content, false, true)|trim %}
64
+ {{- '<|im_start|>system\n' + content + '<|im_end|>\n' }}
65
  {%- endif %}
66
  {%- endif %}
67
  {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
68
  {%- for message in messages[::-1] %}
69
  {%- set index = (messages|length - 1) - loop.index0 %}
70
+ {%- if ns.multi_step_tool and message.role == "user" %}
71
+ {%- set content = render_content(message.content, false)|trim %}
72
+ {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
73
+ {%- set ns.multi_step_tool = false %}
74
+ {%- set ns.last_query_index = index %}
75
+ {%- endif %}
76
  {%- endif %}
77
  {%- endfor %}
78
+ {%- if ns.multi_step_tool %}
79
+ {{- raise_exception('No user query found in messages.') }}
80
+ {%- endif %}
81
  {%- for message in messages %}
82
+ {%- set content = render_content(message.content, true)|trim %}
83
+ {%- if message.role == "system" %}
84
+ {%- if not loop.first %}
85
+ {{- raise_exception('System message must be at the beginning.') }}
86
+ {%- endif %}
87
+ {%- elif message.role == "user" %}
88
  {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
89
  {%- elif message.role == "assistant" %}
90
  {%- set reasoning_content = '' %}
 
96
  {%- set content = content.split('</think>')[-1].lstrip('\n') %}
97
  {%- endif %}
98
  {%- endif %}
99
+ {%- set reasoning_content = reasoning_content|trim %}
100
  {%- if loop.index0 > ns.last_query_index %}
101
+ {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
 
 
 
 
102
  {%- else %}
103
  {{- '<|im_start|>' + message.role + '\n' + content }}
104
  {%- endif %}
105
+ {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
106
  {%- for tool_call in message.tool_calls %}
107
+ {%- if tool_call.function is defined %}
 
 
 
108
  {%- set tool_call = tool_call.function %}
109
  {%- endif %}
110
+ {%- if loop.first %}
111
+ {%- if content|trim %}
112
+ {{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
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+ {%- else %}
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+ {{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
115
+ {%- endif %}
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  {%- else %}
117
+ {{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
118
  {%- endif %}
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+ {%- if tool_call.arguments is defined %}
120
+ {%- for args_name, args_value in tool_call.arguments|items %}
121
+ {{- '<parameter=' + args_name + '>\n' }}
122
+ {%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
123
+ {{- args_value }}
124
+ {{- '\n</parameter>\n' }}
125
+ {%- endfor %}
126
+ {%- endif %}
127
+ {{- '</function>\n</tool_call>' }}
128
  {%- endfor %}
129
  {%- endif %}
130
  {{- '<|im_end|>\n' }}
131
  {%- elif message.role == "tool" %}
132
+ {%- if loop.previtem and loop.previtem.role != "tool" %}
133
  {{- '<|im_start|>user' }}
134
  {%- endif %}
135
  {{- '\n<tool_response>\n' }}
136
  {{- content }}
137
  {{- '\n</tool_response>' }}
138
+ {%- if not loop.last and loop.nextitem.role != "tool" %}
139
+ {{- '<|im_end|>\n' }}
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+ {%- elif loop.last %}
141
  {{- '<|im_end|>\n' }}
142
  {%- endif %}
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+ {%- else %}
144
+ {{- raise_exception('Unexpected message role.') }}
145
  {%- endif %}
146
  {%- endfor %}
147
  {%- if add_generation_prompt %}
148
+ {{- '<|im_start|>assistant\n' }}
149
+ {%- if enable_thinking is defined and enable_thinking is false %}
150
+ {{- '<think>\n\n</think>\n\n' }}
151
+ {%- else %}
152
+ {{- '<think>\n' }}
153
+ {%- endif %}
154
  {%- endif %}
config.json CHANGED
@@ -1,68 +1,111 @@
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  {
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  "architectures": [
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- "Qwen3ForCausalLM"
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  ],
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- "attention_bias": false,
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- "attention_dropout": 0.0,
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- "bos_token_id": 151643,
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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": 2560,
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- "initializer_range": 0.02,
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- "intermediate_size": 9728,
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- "layer_types": [
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention",
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- "full_attention"
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- ],
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- "max_position_embeddings": 262144,
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- "max_window_layers": 36,
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- "model_type": "qwen3",
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- "num_attention_heads": 32,
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- "num_hidden_layers": 36,
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- "num_key_value_heads": 8,
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- "rms_norm_eps": 1e-06,
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- "rope_scaling": null,
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- "rope_theta": 5000000,
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- "sliding_window": null,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "tie_word_embeddings": true,
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- "transformers_version": "4.57.1",
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  "use_cache": true,
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- "use_sliding_window": false,
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- "vocab_size": 151936
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
68
  }
 
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  {
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  "architectures": [
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+ "Qwen3_5ForConditionalGeneration"
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  ],
 
 
 
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  "dtype": "bfloat16",
 
 
 
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  "hidden_size": 2560,
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+ "image_token_id": 248056,
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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": null,
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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": 2560,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 9216,
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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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+ ],
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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": 32,
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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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+ "mlp_only_layers": [],
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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": 16,
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+ "num_hidden_layers": 32,
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+ "num_key_value_heads": 4,
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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": true,
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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": true,
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+ "transformers_version": "5.2.0",
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  "use_cache": true,
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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": 24,
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+ "dtype": "bfloat16",
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+ "hidden_act": "gelu_pytorch_tanh",
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+ "hidden_size": 1024,
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+ "in_channels": 3,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 4096,
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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": 2560,
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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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  }
generation_config.json CHANGED
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  {
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- "bos_token_id": 151643,
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- "do_sample": true,
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- "eos_token_id": [
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- 151643
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- "pad_token_id": 151643,
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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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- "transformers_version": "4.57.1"
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  }
 
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+ "_from_model_config": true,
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+ "eos_token_id": 248044,
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+ "transformers_version": "5.2.0",
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+ "use_cache": true
 
 
 
 
 
 
 
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  }
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processor_config.json ADDED
@@ -0,0 +1,63 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "image_processor": {
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+ "data_format": "channels_first",
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+ "do_convert_rgb": true,
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+ "do_normalize": true,
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+ "image_mean": [
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+ "image_processor_type": "Qwen2VLImageProcessorFast",
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+ "merge_size": 2,
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