Delete 4bit
Browse files- 4bit/README.md +0 -24
- 4bit/chat_template.jinja +0 -154
- 4bit/config.json +0 -124
- 4bit/generation_config.json +0 -6
- 4bit/model-00001-of-00002.safetensors +0 -3
- 4bit/model-00002-of-00002.safetensors +0 -3
- 4bit/model.safetensors.index.json +0 -0
- 4bit/processor_config.json +0 -60
- 4bit/tokenizer.json +0 -3
- 4bit/tokenizer_config.json +0 -32
4bit/README.md
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---
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license: apache-2.0
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base_model: Qwen/Qwen3.5-9B-Base
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tags:
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- qwen3_5
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- lora
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- reasoning
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- merlin-research
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- pluto
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- quantum-entropy
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---
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# MerlinSafety/Pluto-Qwen3.5-9B
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This repository contains the **quantized export from pluto_merged** artifact for **Pluto**, a personalized Qwen3.5-9B model by **Merlin Research**.
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Training notes:
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- Base model: `Qwen/Qwen3.5-9B-Base`
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- Personalization: the model is instructed and reinforced to identify itself as **Pluto** by **Merlin Research**
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- Training data: local `messages` SFT dataset
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- Quantum entropy usage: raw IBM quantum bitstrings were used as a stochastic source for seeds, dataset shuffle, split, and crop jitter
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This entropy source was used as an external stochastic controller, not as fake supervised labels.
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4bit/chat_template.jinja
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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 %}
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{%- endif %}
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{%- 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 '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.') }}
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{%- endif %}
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{%- endmacro %}
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{%- if not messages %}
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{{- raise_exception('No messages provided.') }}
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{%- endif %}
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{%- if tools and tools is iterable and tools is not mapping %}
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{{- '<|im_start|>system\n' }}
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{{- "# Tools\n\nYou have access to the following functions:\n\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>" }}
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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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{%- 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' + content + '<|im_end|>\n' }}
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{%- endif %}
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{%- endif %}
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{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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{%- 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 %}
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{%- 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 %}
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{{- raise_exception('System message must be at the beginning.') }}
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{%- endif %}
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{%- elif message.role == "user" %}
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{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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{%- elif message.role == "assistant" %}
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{%- set reasoning_content = '' %}
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{%- if message.reasoning_content is string %}
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{%- set reasoning_content = message.reasoning_content %}
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{%- else %}
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{%- if '</think>' in content %}
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{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
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{%- set content = content.split('</think>')[-1].lstrip('\n') %}
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{%- endif %}
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{%- endif %}
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{%- set reasoning_content = reasoning_content|trim %}
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{%- if loop.index0 > ns.last_query_index %}
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{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
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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 and message.tool_calls is iterable and message.tool_calls is not mapping %}
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{%- for tool_call in message.tool_calls %}
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{%- if tool_call.function is defined %}
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{%- set tool_call = tool_call.function %}
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{%- endif %}
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{%- if loop.first %}
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{%- if content|trim %}
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{{- '\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' }}
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{%- endif %}
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{%- else %}
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{{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
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{%- endif %}
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{%- if tool_call.arguments is defined %}
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{%- for args_name, args_value in tool_call.arguments|items %}
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{{- '<parameter=' + args_name + '>\n' }}
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{%- 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 %}
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{{- args_value }}
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{{- '\n</parameter>\n' }}
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{%- endfor %}
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{%- endif %}
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{{- '</function>\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.previtem and loop.previtem.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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{{- content }}
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{{- '\n</tool_response>' }}
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{%- if not loop.last and loop.nextitem.role != "tool" %}
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{{- '<|im_end|>\n' }}
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{%- elif loop.last %}
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{{- '<|im_end|>\n' }}
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{%- endif %}
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{%- else %}
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{{- raise_exception('Unexpected message role.') }}
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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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{%- if enable_thinking is defined and enable_thinking is false %}
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{{- '<think>\n\n</think>\n\n' }}
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{%- else %}
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{{- '<think>\n' }}
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{%- endif %}
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-
{%- endif %}
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4bit/config.json
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@@ -1,124 +0,0 @@
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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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"image_token_id": 248056,
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"model_type": "qwen3_5",
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"quantization_config": {
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"_load_in_4bit": true,
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"_load_in_8bit": false,
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"bnb_4bit_compute_dtype": "bfloat16",
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"bnb_4bit_quant_storage": "uint8",
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"bnb_4bit_quant_type": "nf4",
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"bnb_4bit_use_double_quant": true,
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"llm_int8_enable_fp32_cpu_offload": false,
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"llm_int8_has_fp16_weight": false,
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"llm_int8_skip_modules": null,
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| 18 |
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"llm_int8_threshold": 6.0,
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| 19 |
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"load_in_4bit": true,
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"load_in_8bit": false,
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"quant_method": "bitsandbytes"
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},
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"text_config": {
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"attention_bias": false,
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"attention_dropout": 0.0,
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| 26 |
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"attn_output_gate": true,
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| 27 |
-
"bos_token_id": null,
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| 28 |
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"dtype": "bfloat16",
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| 29 |
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"eos_token_id": 248044,
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| 30 |
-
"full_attention_interval": 4,
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| 31 |
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"head_dim": 256,
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| 32 |
-
"hidden_act": "silu",
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| 33 |
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"hidden_size": 4096,
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| 34 |
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"initializer_range": 0.02,
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| 35 |
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"intermediate_size": 12288,
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| 36 |
-
"layer_types": [
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| 37 |
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"linear_attention",
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| 38 |
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"linear_attention",
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| 39 |
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"linear_attention",
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| 40 |
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"full_attention",
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| 41 |
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"linear_attention",
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| 42 |
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"linear_attention",
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| 43 |
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"linear_attention",
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| 44 |
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"full_attention",
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| 45 |
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"linear_attention",
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| 46 |
-
"linear_attention",
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| 47 |
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"linear_attention",
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| 48 |
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"full_attention",
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| 49 |
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"linear_attention",
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| 50 |
-
"linear_attention",
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| 51 |
-
"linear_attention",
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| 52 |
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"full_attention",
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| 53 |
-
"linear_attention",
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| 54 |
-
"linear_attention",
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| 55 |
-
"linear_attention",
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| 56 |
-
"full_attention",
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| 57 |
-
"linear_attention",
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| 58 |
-
"linear_attention",
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| 59 |
-
"linear_attention",
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| 60 |
-
"full_attention",
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| 61 |
-
"linear_attention",
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| 62 |
-
"linear_attention",
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| 63 |
-
"linear_attention",
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| 64 |
-
"full_attention",
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| 65 |
-
"linear_attention",
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| 66 |
-
"linear_attention",
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| 67 |
-
"linear_attention",
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| 68 |
-
"full_attention"
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| 69 |
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],
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| 70 |
-
"linear_conv_kernel_dim": 4,
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| 71 |
-
"linear_key_head_dim": 128,
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| 72 |
-
"linear_num_key_heads": 16,
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| 73 |
-
"linear_num_value_heads": 32,
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| 74 |
-
"linear_value_head_dim": 128,
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| 75 |
-
"mamba_ssm_dtype": "float32",
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| 76 |
-
"max_position_embeddings": 262144,
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| 77 |
-
"mlp_only_layers": [],
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| 78 |
-
"model_type": "qwen3_5_text",
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| 79 |
-
"mtp_num_hidden_layers": 1,
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| 80 |
-
"mtp_use_dedicated_embeddings": false,
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| 81 |
-
"num_attention_heads": 16,
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| 82 |
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"num_hidden_layers": 32,
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| 83 |
-
"num_key_value_heads": 4,
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| 84 |
-
"pad_token_id": null,
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| 85 |
-
"partial_rotary_factor": 0.25,
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| 86 |
-
"rms_norm_eps": 1e-06,
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DELETED
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