{
"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\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n\" }}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n\\n\\n\\nvalue_1\\n\\n\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n\\n\\n\\n\\n\\nReminder:\\n- Function calls MUST follow the specified format: an inner block must be nested within 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' }}\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('') and content.endswith('')) %}\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 '' in content %}\n {%- set reasoning_content = content.split('')[0].rstrip('\\n').split('')[-1].lstrip('\\n') %}\n {%- set content = content.split('')[-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\\n' + reasoning_content + '\\n\\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\\n\\n' }}\n {%- else %}\n {{- '\\n\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n\\n\\n' }}\n {%- endif %}\n {%- if tool_call.arguments is defined %}\n {%- for args_name, args_value in tool_call.arguments|items %}\n {{- '\\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\\n' }}\n {%- endfor %}\n {%- endif %}\n {{- '\\n' }}\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\\n' }}\n {{- content }}\n {{- '\\n' }}\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 {{- '\\n' }}\n {%- else %}\n {{- '\\n\\n\\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"
]
}
}