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Model: vshwanilgv/weNavigate-qwen3vl-2b Source: Original Platform
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36
.gitattributes
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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21
README.md
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21
README.md
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---
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base_model: unsloth/qwen3-vl-2b-instruct-unsloth-bnb-4bit
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tags:
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- text-generation-inference
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- transformers
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- unsloth
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- qwen3_vl
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license: apache-2.0
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language:
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- en
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---
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# Uploaded finetuned model
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- **Developed by:** vshwanilgv
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- **License:** apache-2.0
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- **Finetuned from model :** unsloth/qwen3-vl-2b-instruct-unsloth-bnb-4bit
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This qwen3_vl model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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120
chat_template.jinja
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120
chat_template.jinja
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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 %}
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72
config.json
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config.json
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{
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"architectures": [
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"Qwen3VLForConditionalGeneration"
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],
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"bos_token_id": null,
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"torch_dtype": "float16",
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"eos_token_id": 151645,
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"image_token_id": 151655,
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"model_name": "unsloth/qwen3-vl-2b-instruct-unsloth-bnb-4bit",
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"model_type": "qwen3_vl",
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"pad_token_id": 151654,
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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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"torch_dtype": "float16",
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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": 2048,
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"initializer_range": 0.02,
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"intermediate_size": 6144,
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"max_position_embeddings": 262144,
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"model_type": "qwen3_vl_text",
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"num_attention_heads": 16,
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"num_hidden_layers": 28,
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"num_key_value_heads": 8,
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"pad_token_id": null,
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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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24,
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20,
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20
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],
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"rope_theta": 5000000,
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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": 151936
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},
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"tie_word_embeddings": true,
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"unsloth_fixed": true,
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"unsloth_version": "2026.3.10",
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"use_cache": false,
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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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5,
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11,
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17
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],
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"depth": 24,
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"torch_dtype": "float16",
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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_vl",
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"num_heads": 16,
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"num_position_embeddings": 2304,
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"out_hidden_size": 2048,
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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": 151653,
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"vision_start_token_id": 151652
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}
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3
model.safetensors
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3
model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:948b730cfc11478bc9503f5c2f90aba4f74a270ac4b711e4db680bc03629d4d7
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size 4255140312
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64
processor_config.json
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processor_config.json
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{
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"image_processor": {
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"data_format": "channels_first",
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"default_to_square": true,
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"do_convert_rgb": true,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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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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"image_processor_type": "Qwen2VLImageProcessorFast",
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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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"merge_size": 2,
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"patch_size": 16,
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"longest_edge": 16777216,
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"shortest_edge": 65536
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},
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"temporal_patch_size": 2
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},
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"processor_class": "Qwen3VLProcessor",
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"video_processor": {
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"data_format": "channels_first",
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"default_to_square": true,
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"do_convert_rgb": true,
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"do_normalize": 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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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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"max_frames": 768,
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"merge_size": 2,
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"min_frames": 4,
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"patch_size": 16,
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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_processor_type": "Qwen3VLVideoProcessor"
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}
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}
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3
tokenizer.json
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3
tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:9f90e2f0e64db25ba806fd859afbadaa10c6e796b5b2e9996a7d8cea467ebe92
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size 11422918
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17
tokenizer_config.json
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17
tokenizer_config.json
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