| { |
| "profile_version": "2.0", |
| "model": { |
| "id": "meta_qwen3.5_q4_k_m", |
| "display_name": "Qwen3.5 0.8B", |
| "base_name": "Qwen3.5", |
| "family": "llama", |
| "variant": "instruct", |
| "provider": "meta", |
| "quantization": "Q4_K_M" |
| }, |
| "runtime": { |
| "engine": "llama.cpp", |
| "format": "gguf" |
| }, |
| "context": { |
| "architecture": "qwen35", |
| "model_type": "qwen3_5", |
| "hidden_size": 1024, |
| "num_hidden_layers": 24, |
| "num_attention_heads": 8 |
| }, |
| "chat": { |
| "template_format": "jinja2", |
| "template": "{%- set image_count = namespace(value=0) %}\n{%- set video_count = namespace(value=0) %}\n{%- macro render_content(content, do_vision_count, is_system_content=false) %}\n {%- if content is string %}\n {{- content }}\n {%- elif content is iterable and content is not mapping %}\n {%- for item in content %}\n {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain images.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set image_count.value = image_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Picture ' ~ image_count.value ~ ': ' }}\n {%- endif %}\n {{- '<|vision_start|><|image_pad|><|vision_end|>' }}\n {%- elif 'video' in item or item.type == 'video' %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain videos.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set video_count.value = video_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Video ' ~ video_count.value ~ ': ' }}\n {%- endif %}\n {{- '<|vision_start|><|video_pad|><|vision_end|>' }}\n {%- elif 'text' in item %}\n {{- item.text }}\n {%- else %}\n {{- raise_exception('Unexpected item type in content.') }}\n {%- endif %}\n {%- endfor %}\n {%- elif content is none or content is undefined %}\n {{- '' }}\n {%- else %}\n {{- raise_exception('Unexpected content type.') }}\n {%- endif %}\n{%- endmacro %}\n{%- if not messages %}\n {{- raise_exception('No messages provided.') }}\n{%- endif %}\n{%- if tools and tools is iterable and tools is not mapping %}\n {{- '<|im_start|>system\\n' }}\n {{- \"# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n</tools>\" }}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<tool_call>\\n<function=example_function_name>\\n<parameter=example_parameter_1>\\nvalue_1\\n</parameter>\\n<parameter=example_parameter_2>\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n</parameter>\\n</function>\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\\n- Required parameters MUST be specified\\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\\n</IMPORTANT>' }}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {%- if content %}\n {{- '\\n\\n' + content }}\n {%- endif %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n{%- else %}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {{- '<|im_start|>system\\n' + content + '<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n {%- set index = (messages|length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == \"user\" %}\n {%- set content = render_content(message.content, false)|trim %}\n {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}\n {%- set ns.multi_step_tool = false %}\n {%- set ns.last_query_index = index %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if ns.multi_step_tool %}\n {{- raise_exception('No user query found in messages.') }}\n{%- endif %}\n{%- for message in messages %}\n {%- set content = render_content(message.content, true)|trim %}\n {%- if message.role == \"system\" %}\n {%- if not loop.first %}\n {{- raise_exception('System message must be at the beginning.') }}\n {%- endif %}\n {%- elif message.role == \"user\" %}\n {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {%- set reasoning_content = '' %}\n {%- if message.reasoning_content is string %}\n {%- set reasoning_content = message.reasoning_content %}\n {%- else %}\n {%- if '</think>' in content %}\n {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n {%- endif %}\n {%- endif %}\n {%- set reasoning_content = reasoning_content|trim %}\n {%- if loop.index0 > ns.last_query_index %}\n {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {%- if loop.first %}\n {%- if content|trim %}\n {{- '\\n\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- else %}\n {{- '<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- if tool_call.arguments is defined %}\n {%- for args_name, args_value in tool_call.arguments|items %}\n {{- '<parameter=' + args_name + '>\\n' }}\n {%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}\n {{- args_value }}\n {{- '\\n</parameter>\\n' }}\n {%- endfor %}\n {%- endif %}\n {{- '</function>\\n</tool_call>' }}\n {%- endfor %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if loop.previtem and loop.previtem.role != \"tool\" %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- content }}\n {{- '\\n</tool_response>' }}\n {%- if not loop.last and loop.nextitem.role != \"tool\" %}\n {{- '<|im_end|>\\n' }}\n {%- elif loop.last %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- else %}\n {{- raise_exception('Unexpected message role.') }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n {%- if enable_thinking is defined and enable_thinking is true %}\n {{- '<think>\\n' }}\n {%- else %}\n {{- '<think>\\n\\n</think>\\n\\n' }}\n {%- endif %}\n{%- endif %}", |
| "template_source": "chat_template.jinja", |
| "supports_system_role": true, |
| "add_generation_prompt_default": true |
| }, |
| "special_tokens": { |
| "eos_token": "<|im_end|>", |
| "pad_token": "<|endoftext|>", |
| "additional_special_tokens": [ |
| "<|im_start|>", |
| "<|im_end|>", |
| "<|object_ref_start|>", |
| "<|object_ref_end|>", |
| "<|box_start|>", |
| "<|box_end|>", |
| "<|quad_start|>", |
| "<|quad_end|>", |
| "<|vision_start|>", |
| "<|vision_end|>", |
| "<|vision_pad|>", |
| "<|image_pad|>", |
| "<|video_pad|>" |
| ] |
| }, |
| "stops": { |
| "strings": [ |
| "<|im_end|>", |
| "<|im_start|>", |
| "<|object_ref_start|>", |
| "<|object_ref_end|>", |
| "<|box_start|>", |
| "<|box_end|>", |
| "<|quad_start|>", |
| "<|quad_end|>", |
| "<|vision_start|>", |
| "<|vision_end|>", |
| "<|vision_pad|>", |
| "<|image_pad|>", |
| "<|video_pad|>" |
| ] |
| }, |
| "sanitization": { |
| "trim_whitespace": true, |
| "strip_known_chat_markers": true, |
| "collapse_trailing_blank_lines": true, |
| "strip_patterns": [ |
| "<\\|im_end\\|>", |
| "<\\|im_start\\|>", |
| "<\\|object_ref_start\\|>", |
| "<\\|object_ref_end\\|>", |
| "<\\|box_start\\|>", |
| "<\\|box_end\\|>", |
| "<\\|quad_start\\|>", |
| "<\\|quad_end\\|>", |
| "<\\|vision_start\\|>", |
| "<\\|vision_end\\|>", |
| "<\\|vision_pad\\|>", |
| "<\\|image_pad\\|>", |
| "<\\|video_pad\\|>" |
| ], |
| "cut_at_first_stop_string": true |
| }, |
| "sampling_defaults": { |
| "temperature": 0.6, |
| "top_p": 0.9, |
| "repeat_penalty": 1.1, |
| "max_tokens": 512 |
| }, |
| "pipeline_overrides": { |
| "DIRECT_LLM": { |
| "temperature": 0.35, |
| "top_p": 0.9, |
| "repeat_penalty": 1.1, |
| "max_tokens": 512 |
| }, |
| "TASK_CONTEXT_THEN_LLM": { |
| "temperature": 0.55, |
| "top_p": 0.9, |
| "repeat_penalty": 1.1, |
| "max_tokens": 512 |
| }, |
| "MEMORY_THEN_LLM": { |
| "temperature": 0.35, |
| "top_p": 0.9, |
| "repeat_penalty": 1.1, |
| "max_tokens": 384 |
| }, |
| "RAG_THEN_LLM": { |
| "temperature": 0.25, |
| "top_p": 0.9, |
| "repeat_penalty": 1.1, |
| "max_tokens": 512 |
| } |
| }, |
| "provenance": { |
| "source_dir": "/Users/alfredo/proyectos/lumbre/models/Qwen3.5-0.8B/publish", |
| "source_files": { |
| "gguf": "Qwen3.5-0.8B-Q4_K_M.gguf", |
| "readme": "README.md", |
| "chat_template": "chat_template.jinja", |
| "config_json": "config.json", |
| "tokenizer_json": "tokenizer.json", |
| "tokenizer_config_json": "tokenizer_config.json" |
| }, |
| "gguf_metadata_used": true |
| }, |
| "build": { |
| "notes": [ |
| "Context inferred with GGUF metadata priority", |
| "Chat template loaded from chat_template.jinja", |
| "Included eos_token as stop string", |
| "Added Salamandra/Llama defensive stop markers when present", |
| "eos_token_id detected in metadata/config; string stop may still need manual review", |
| "sampling_defaults built from generation_config.json with family-aware Lumbre fallbacks" |
| ], |
| "review_flags": [ |
| "review_sampling_defaults", |
| "review_special_tokens", |
| "smoke_test_required" |
| ] |
| } |
| } |
|
|
