runpod deploy upload 13 Aug
Browse files- .gitattributes +1 -0
- .uploaded +0 -0
- chat_template.jinja +154 -0
- config.json +146 -0
- generation_config.json +13 -0
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +0 -0
- tokenizer.json +3 -0
- tokenizer_config.json +33 -0
- tokens_state.json +1 -0
- trainer_state.json +113 -0
- training_args.bin +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
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| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
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| 36 |
+
tokenizer.json filter=lfs diff=lfs merge=lfs -text
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.uploaded
ADDED
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File without changes
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chat_template.jinja
ADDED
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@@ -0,0 +1,154 @@
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| 1 |
+
{%- set image_count = namespace(value=0) %}
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| 2 |
+
{%- set video_count = namespace(value=0) %}
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| 3 |
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{%- macro render_content(content, do_vision_count, is_system_content=false) %}
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| 4 |
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{%- if content is string %}
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| 5 |
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{{- content }}
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| 6 |
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{%- elif content is iterable and content is not mapping %}
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| 7 |
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{%- for item in content %}
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| 8 |
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{%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
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| 9 |
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{%- if is_system_content %}
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| 10 |
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{{- raise_exception('System message cannot contain images.') }}
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| 11 |
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{%- endif %}
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| 12 |
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{%- if do_vision_count %}
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| 13 |
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{%- set image_count.value = image_count.value + 1 %}
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| 14 |
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{%- endif %}
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| 15 |
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{%- if add_vision_id %}
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| 16 |
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{{- 'Picture ' ~ image_count.value ~ ': ' }}
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| 17 |
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{%- endif %}
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{{- '<|vision_start|><|image_pad|><|vision_end|>' }}
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| 19 |
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{%- elif 'video' in item or item.type == 'video' %}
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| 20 |
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{%- if is_system_content %}
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| 21 |
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{{- raise_exception('System message cannot contain videos.') }}
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| 22 |
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{%- endif %}
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| 23 |
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{%- if do_vision_count %}
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| 24 |
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{%- set video_count.value = video_count.value + 1 %}
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| 25 |
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{%- endif %}
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| 26 |
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{%- if add_vision_id %}
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| 27 |
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{{- 'Video ' ~ video_count.value ~ ': ' }}
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| 28 |
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{%- endif %}
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| 29 |
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{{- '<|vision_start|><|video_pad|><|vision_end|>' }}
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| 30 |
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{%- elif 'text' in item %}
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| 31 |
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{{- item.text }}
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| 32 |
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{%- else %}
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| 33 |
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{{- raise_exception('Unexpected item type in content.') }}
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| 34 |
+
{%- endif %}
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| 35 |
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{%- endfor %}
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| 36 |
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{%- elif content is none or content is undefined %}
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| 37 |
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{{- '' }}
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| 38 |
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{%- else %}
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| 39 |
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{{- raise_exception('Unexpected content type.') }}
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| 40 |
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{%- endif %}
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| 41 |
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{%- endmacro %}
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| 42 |
+
{%- if not messages %}
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| 43 |
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{{- raise_exception('No messages provided.') }}
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| 44 |
+
{%- endif %}
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| 45 |
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{%- if tools and tools is iterable and tools is not mapping %}
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| 46 |
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{{- '<|im_start|>system\n' }}
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| 47 |
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{{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
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| 48 |
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{%- for tool in tools %}
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| 49 |
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{{- "\n" }}
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| 50 |
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{{- tool | tojson }}
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| 51 |
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{%- endfor %}
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| 52 |
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{{- "\n</tools>" }}
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| 53 |
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{{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
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| 54 |
+
{%- if messages[0].role == 'system' %}
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| 55 |
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{%- set content = render_content(messages[0].content, false, true)|trim %}
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| 56 |
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{%- if content %}
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| 57 |
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{{- '\n\n' + content }}
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| 58 |
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{%- endif %}
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| 59 |
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{%- endif %}
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| 60 |
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{{- '<|im_end|>\n' }}
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| 61 |
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{%- else %}
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| 62 |
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{%- if messages[0].role == 'system' %}
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| 63 |
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{%- set content = render_content(messages[0].content, false, true)|trim %}
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| 64 |
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{{- '<|im_start|>system\n' + content + '<|im_end|>\n' }}
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| 65 |
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{%- endif %}
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| 66 |
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{%- endif %}
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| 67 |
+
{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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| 68 |
+
{%- for message in messages[::-1] %}
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| 69 |
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{%- set index = (messages|length - 1) - loop.index0 %}
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| 70 |
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{%- if ns.multi_step_tool and message.role == "user" %}
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| 71 |
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{%- set content = render_content(message.content, false)|trim %}
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| 72 |
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{%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
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| 73 |
+
{%- set ns.multi_step_tool = false %}
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| 74 |
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{%- set ns.last_query_index = index %}
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| 75 |
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{%- endif %}
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| 76 |
+
{%- endif %}
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| 77 |
+
{%- endfor %}
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| 78 |
+
{%- if ns.multi_step_tool %}
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| 79 |
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{{- raise_exception('No user query found in messages.') }}
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| 80 |
+
{%- endif %}
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| 81 |
+
{%- for message in messages %}
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| 82 |
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{%- set content = render_content(message.content, true)|trim %}
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| 83 |
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{%- if message.role == "system" %}
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| 84 |
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{%- if not loop.first %}
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| 85 |
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{{- raise_exception('System message must be at the beginning.') }}
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| 86 |
+
{%- endif %}
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| 87 |
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{%- elif message.role == "user" %}
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| 88 |
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{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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| 89 |
+
{%- elif message.role == "assistant" %}
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| 90 |
+
{%- set reasoning_content = '' %}
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| 91 |
+
{%- if message.reasoning_content is string %}
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| 92 |
+
{%- set reasoning_content = message.reasoning_content %}
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| 93 |
+
{%- else %}
|
| 94 |
+
{%- if '</think>' in content %}
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| 95 |
+
{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
|
| 96 |
+
{%- set content = content.split('</think>')[-1].lstrip('\n') %}
|
| 97 |
+
{%- endif %}
|
| 98 |
+
{%- endif %}
|
| 99 |
+
{%- set reasoning_content = reasoning_content|trim %}
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| 100 |
+
{%- if (preserve_thinking is defined and preserve_thinking is true) or (loop.index0 > ns.last_query_index) %}
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| 101 |
+
{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
|
| 102 |
+
{%- else %}
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| 103 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 104 |
+
{%- endif %}
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| 105 |
+
{%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
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| 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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| 113 |
+
{%- else %}
|
| 114 |
+
{{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 115 |
+
{%- endif %}
|
| 116 |
+
{%- else %}
|
| 117 |
+
{{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 118 |
+
{%- endif %}
|
| 119 |
+
{%- 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 | string if args_value is string else args_value | tojson | safe %}
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| 123 |
+
{{- args_value }}
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| 124 |
+
{{- '\n</parameter>\n' }}
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| 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' }}
|
| 140 |
+
{%- elif loop.last %}
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| 141 |
+
{{- '<|im_end|>\n' }}
|
| 142 |
+
{%- endif %}
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| 143 |
+
{%- else %}
|
| 144 |
+
{{- raise_exception('Unexpected message role.') }}
|
| 145 |
+
{%- endif %}
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| 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 %}
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config.json
ADDED
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@@ -0,0 +1,146 @@
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| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"Qwen3_5ForConditionalGeneration"
|
| 4 |
+
],
|
| 5 |
+
"bos_token_id": null,
|
| 6 |
+
"dtype": "bfloat16",
|
| 7 |
+
"eos_token_id": 248046,
|
| 8 |
+
"image_token_id": 248056,
|
| 9 |
+
"language_model_only": false,
|
| 10 |
+
"model_type": "qwen3_5",
|
| 11 |
+
"pad_token_id": 248044,
|
| 12 |
+
"text_config": {
|
| 13 |
+
"attention_bias": false,
|
| 14 |
+
"attention_dropout": 0.0,
|
| 15 |
+
"attn_output_gate": true,
|
| 16 |
+
"bos_token_id": 248044,
|
| 17 |
+
"dtype": "bfloat16",
|
| 18 |
+
"eos_token_id": 248044,
|
| 19 |
+
"full_attention_interval": 4,
|
| 20 |
+
"head_dim": 256,
|
| 21 |
+
"hidden_act": "silu",
|
| 22 |
+
"hidden_size": 5120,
|
| 23 |
+
"initializer_range": 0.02,
|
| 24 |
+
"intermediate_size": 17408,
|
| 25 |
+
"layer_types": [
|
| 26 |
+
"linear_attention",
|
| 27 |
+
"linear_attention",
|
| 28 |
+
"linear_attention",
|
| 29 |
+
"full_attention",
|
| 30 |
+
"linear_attention",
|
| 31 |
+
"linear_attention",
|
| 32 |
+
"linear_attention",
|
| 33 |
+
"full_attention",
|
| 34 |
+
"linear_attention",
|
| 35 |
+
"linear_attention",
|
| 36 |
+
"linear_attention",
|
| 37 |
+
"full_attention",
|
| 38 |
+
"linear_attention",
|
| 39 |
+
"linear_attention",
|
| 40 |
+
"linear_attention",
|
| 41 |
+
"full_attention",
|
| 42 |
+
"linear_attention",
|
| 43 |
+
"linear_attention",
|
| 44 |
+
"linear_attention",
|
| 45 |
+
"full_attention",
|
| 46 |
+
"linear_attention",
|
| 47 |
+
"linear_attention",
|
| 48 |
+
"linear_attention",
|
| 49 |
+
"full_attention",
|
| 50 |
+
"linear_attention",
|
| 51 |
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