Instructions to use StableQuant/Qwen-Templates-Rebuild-Project with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use StableQuant/Qwen-Templates-Rebuild-Project with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="StableQuant/Qwen-Templates-Rebuild-Project")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("StableQuant/Qwen-Templates-Rebuild-Project", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use StableQuant/Qwen-Templates-Rebuild-Project with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "StableQuant/Qwen-Templates-Rebuild-Project" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "StableQuant/Qwen-Templates-Rebuild-Project", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/StableQuant/Qwen-Templates-Rebuild-Project
- SGLang
How to use StableQuant/Qwen-Templates-Rebuild-Project with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "StableQuant/Qwen-Templates-Rebuild-Project" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "StableQuant/Qwen-Templates-Rebuild-Project", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "StableQuant/Qwen-Templates-Rebuild-Project" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "StableQuant/Qwen-Templates-Rebuild-Project", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use StableQuant/Qwen-Templates-Rebuild-Project with Docker Model Runner:
docker model run hf.co/StableQuant/Qwen-Templates-Rebuild-Project
Delete v1.1.5-variant1_added_agentic-coding-prompt-enhancements.jinja
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v1.1.5-variant1_added_agentic-coding-prompt-enhancements.jinja
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{#- ============================================================================
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Qwen Chat Template v1.2 (Ultimate Agentic Version)
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FIXES APPLIED IN v1.2:
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1. Added comprehensive Agentic rules to Section 7 (NO LAZINESS, BREAK LOOPS,
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STRICT TOOLS, VERIFY) to prevent common agentic loops and lazy coding
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behaviors in frameworks like Hermes and OpenHands.
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FIXES APPLIED IN v1.1:
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1. Added strict JSON escaping instructions to prevent Context Breakouts during
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outbound code generation.
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FIXES APPLIED IN v1.0:
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1. Kept v0.9 Audio support and strict iterable type checks.
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2. REMOVED URL text injection before vision/audio pads.
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3. REMOVED Tool Call ID injection (violates Qwen's native JSON schema).
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4. RE-APPLIED Context Breakout Prevention (tojson on tool responses).
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5. RE-APPLIED Think-Mode Tool Call Prevention (Instruction in Section 7).
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============================================================================ -#}
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{%- macro raise_exception(message) -%}
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{{- '\n[ERROR: ' ~ message ~ ']' -}}
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{%- endmacro -%}
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{#- ===== SECTION 1A: MACRO render_content ===== -#}
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{%- macro render_content(content, count_vision=false, is_system_content=false) -%}
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{%- if is_system_content and content is iterable and content is not mapping and content is not string and content is not none -%}
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{%- for item in content -%}
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{%- if item.type == 'image' or 'image' in item or 'image_url' in item -%}
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{{- raise_exception('System message cannot contain images.') -}}
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{%- endif -%}
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{%- if item.type == 'video' or 'video' in item -%}
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{{- raise_exception('System message cannot contain videos.') -}}
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{%- endif -%}
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{%- endfor -%}
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{%- endif -%}
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{%- if content is none or content is defined == false -%}
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{{- '' -}}
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{%- elif content is string -%}
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{{- content -}}
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{%- elif content is not mapping and content is iterable and content is not string -%}
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{%- for item in content -%}
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{%- if item.type == 'image' or 'image' in item or 'image_url' in item -%}
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{%- if count_vision -%}{%- set ns.image_count = ns.image_count + 1 -%}{%- endif -%}
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{%- if add_vision_id is defined and add_vision_id -%}
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{{- 'Picture ' ~ ns.image_count ~ ': ' -}}
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{%- endif -%}
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{{- '<|vision_start|><|image_pad|><|vision_end|>' -}}
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{%- elif item.type == 'audio' or 'audio' in item or 'audio_url' in item -%}
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{%- if add_vision_id is defined and add_vision_id -%}
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{{- 'Audio ' ~ ns.image_count ~ ': ' -}}
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{%- endif -%}
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{{- '<|audio_pad|><|audio_end|>' -}}
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{%- elif item.type == 'video' or 'video' in item -%}
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{%- if count_vision -%}{%- set ns.video_count = ns.video_count + 1 -%}{%- endif -%}
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{%- if add_vision_id is defined and add_vision_id -%}
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{{- 'Video ' ~ ns.video_count ~ ': ' -}}
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{%- endif -%}
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{{- '<|vision_start|><|video_pad|><|vision_end|>' -}}
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{%- elif item.type == 'text' or 'text' in item -%}
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{{- item.text -}}
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{%- else -%}
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{{- raise_exception('Unexpected content type in message content.') -}}
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{%- endif -%}
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{%- endfor -%}
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{%- elif content is not none and content is defined -%}
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{{- raise_exception('Unexpected content type.') -}}
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{%- endif -%}
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{%- endmacro -%}
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{#- ===== SECTION 1B: MACRO detect_tool_error ===== -#}
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{%- macro detect_tool_error(content) -%}
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{%- set content = content if content is string else '' -%}
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{%- set content_lower = content | lower -%}
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{%- set content_length = content | length -%}
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{%- if content_length < 500
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and '$ ' not in content
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and 'took ' not in content_lower
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and ('"error":' in content_lower or 'error:' in content_lower
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or 'exception:' in content_lower or 'traceback' in content_lower
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or 'command not found' in content_lower or 'invalid syntax' in content_lower
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or 'failed to' in content_lower or 'permission denied' in content_lower) -%}
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{%- set ns.last_tool_failed = true -%}
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{%- set ns.consecutive_failures = ns.consecutive_failures + 1 -%}
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{%- else -%}
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{%- set ns.last_tool_failed = false -%}
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{%- set ns.consecutive_failures = 0 -%}
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{%- endif -%}
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{%- endmacro -%}
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-
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{#- ===== SECTION 2: NAMESPACE INITIALISATION ===== -#}
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{%- set ns = namespace(
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enable_thinking=true,
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preserve_thinking=true,
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image_count=0,
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video_count=0,
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consecutive_failures=0,
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last_tool_failed=false
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) -%}
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{%- if enable_thinking is defined -%}
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{%- if enable_thinking -%}
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{%- set ns.enable_thinking = true -%}
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{%- else -%}
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{%- set ns.enable_thinking = false -%}
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{%- endif -%}
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{%- endif -%}
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{%- if preserve_thinking is defined -%}
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{%- if not preserve_thinking -%}
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{%- set ns.enable_thinking = false -%}
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{%- set ns.preserve_thinking = false -%}
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{%- else -%}
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{%- set ns.preserve_thinking = true -%}
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{%- endif -%}
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{%- endif -%}
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-
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{#- ===== SECTION 3: PRE-SCAN ===== -#}
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{%- for i in range(messages | length) -%}
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{%- set _msg = messages[i] -%}
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{%- if _msg.role == 'user' -%}
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{%- set _u = _msg.content if _msg.content is string else '' -%}
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{%- if _u.rstrip().endswith('/no_think') -%}
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{%- set ns.enable_thinking = false -%}
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{%- elif _u.rstrip().endswith('/think') -%}
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{%- set ns.enable_thinking = true -%}
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{%- endif -%}
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{%- elif _msg.role == 'system' or _msg.role == 'developer' -%}
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{%- set _s = _msg.content if _msg.content is string else '' -%}
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{%- if '<|think_off|>' in _s -%}
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{%- set ns.enable_thinking = false -%}
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{%- elif '<|think_on|>' in _s -%}
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{%- set ns.enable_thinking = true -%}
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{%- endif -%}
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{%- endif -%}
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{%- endfor -%}
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{#- ===== SECTION 4: VALIDATE MESSAGES ===== -#}
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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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-
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{#- ===== SECTION 5: COLLECT SYSTEM CONTENT ===== -#}
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{%- set ns_sys = namespace(content='') -%}
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{%- for msg in messages -%}
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{%- if msg.role == 'system' or msg.role == 'developer' -%}
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{%- set _c = render_content(msg.content | default(''), false, true) | trim -%}
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{%- set _c = _c | replace('<|think_off|>', '') | replace('<|think_on|>', '') | trim -%}
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{%- if _c -%}
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{%- if ns_sys.content == '' -%}
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{%- set ns_sys.content = _c -%}
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{%- else -%}
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{%- set ns_sys.content = ns_sys.content + '\n\n' + _c -%}
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{%- endif -%}
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{%- endif -%}
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{%- endif -%}
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{%- endfor -%}
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-
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{#- ===== SECTION 6: BUILD TOOLS LIST ===== -#}
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{%- set _has_tools = tools is defined and tools -%}
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{%- if _has_tools -%}
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{%- set ns_tb = namespace(list=[]) -%}
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{%- for tool in tools -%}
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{%- if tool.function is defined -%}
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{%- set ns_tb.list = ns_tb.list + [tool] -%}
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{%- else -%}
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{%- set ns_tb.list = ns_tb.list + [{"type": "function", "function": tool}] -%}
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{%- endif -%}
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{%- endfor -%}
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{%- endif -%}
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{#- ===== SECTION 7: OUTPUT SYSTEM TURN ===== -#}
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{%- if ns_sys.content or _has_tools -%}
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{{- '<|im_start|>system\n' -}}
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{%- if ns_sys.content -%}
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{{- ns_sys.content -}}
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{%- if _has_tools -%}{{- '\n\n' -}}{%- endif -%}
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{%- endif -%}
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{%- if _has_tools -%}
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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>\n' -}}
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{%- for tool in ns_tb.list -%}
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{{- tool | tojson -}}
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{%- if not loop.last -%}{{- '\n' -}}{%- endif -%}
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{%- endfor -%}
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{#- FIX v1.2: Added comprehensive agentic rules to the critical instructions -#}
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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>\n\nCRITICAL INSTRUCTIONS:\n1. You MUST NOT output <tool_call> tags while inside <think> tags. Complete your reasoning and output </think> FIRST, then initiate your tool calls.\n2. When passing multi-line code or text containing quotes into a JSON argument, you MUST strictly escape all newlines as \\n and quotes as \\". Failure to escape will invalidate the JSON and crash the system.\n3. NO LAZINESS: Never use placeholders like "// existing code" or "/* rest of function */". You must output the complete, runnable code block required by the tool.\n4. BREAK LOOPS: If a tool call fails with an error, DO NOT repeat the exact same call. Analyze the error, change your approach, use alternative tools, or ask the user for clarification.\n5. STRICT TOOLS: Only use the exact function names listed in the <tools> block. Do not invent new tools or use colon-separated namespaces unless explicitly provided.\n6. VERIFY: After making file changes, always run tests or use terminal commands to verify your code compiles and works before responding to the user.' -}}
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{%- endif -%}
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{{- '<|im_end|>\n' -}}
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{%- endif -%}
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| 192 |
-
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{#- ===== SECTION 8: MAIN MESSAGE LOOP ===== -#}
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| 194 |
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{%- for message in messages -%}
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| 195 |
-
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| 196 |
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{%- if message.role == 'system' or message.role == 'developer' -%}
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| 197 |
-
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| 198 |
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{%- elif message.role == 'user' -%}
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| 199 |
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{%- set _uc = render_content(message.content | default(''), true, false) -%}
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| 200 |
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{{- '<|im_start|>user\n' + _uc + '<|im_end|>\n' -}}
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| 201 |
-
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| 202 |
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{%- elif message.role == 'assistant' -%}
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| 203 |
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{%- if message.content is defined and message.content is string -%}
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| 204 |
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{%- set _ac = message.content -%}
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| 205 |
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{%- elif message.content is defined and message.content is iterable and message.content is not mapping and message.content is not string -%}
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| 206 |
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{%- set _ac = render_content(message.content, false, false) -%}
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| 207 |
-
{%- else -%}
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| 208 |
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{%- set _ac = '' -%}
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| 209 |
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{%- endif -%}
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| 210 |
-
|
| 211 |
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{%- if message.reasoning_content is defined and message.reasoning_content is string
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| 212 |
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and message.reasoning_content | trim
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| 213 |
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and '<think>' not in _ac -%}
|
| 214 |
-
{%- set _ac = '<think>\n' + message.reasoning_content | trim + '\n</think>\n\n' + _ac -%}
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| 215 |
-
{%- endif -%}
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| 216 |
-
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| 217 |
-
{%- set _tc = message.tool_calls if message.tool_calls is defined and message.tool_calls is iterable and message.tool_calls is not string else [] -%}
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| 218 |
-
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| 219 |
-
{%- if _tc and '<tool_call>' in _ac -%}
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| 220 |
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{%- set _ac = _ac.split('<tool_call>')[0] | trim -%}
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| 221 |
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{%- endif -%}
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| 222 |
-
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| 223 |
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{%- set _show_think = false -%}
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| 224 |
-
{%- if _tc -%}
|
| 225 |
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{%- set _show_think = true -%}
|
| 226 |
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{%- elif ns.preserve_thinking -%}
|
| 227 |
-
{%- set _show_think = true -%}
|
| 228 |
-
{%- elif loop.last -%}
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| 229 |
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{%- set _show_think = ns.enable_thinking -%}
|
| 230 |
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{%- endif -%}
|
| 231 |
-
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| 232 |
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{%- if not _show_think -%}
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| 233 |
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{%- set _think_end = '' -%}
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| 234 |
-
{%- if '</think>' in _ac -%}
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| 235 |
-
{%- set _think_end = '</think>' -%}
|
| 236 |
-
{%- elif '</thinking>' in _ac -%}
|
| 237 |
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{%- set _think_end = '</thinking>' -%}
|
| 238 |
-
{%- elif '</ think>' in _ac -%}
|
| 239 |
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{%- set _think_end = '</ think>' -%}
|
| 240 |
-
{%- elif '</think >' in _ac -%}
|
| 241 |
-
{%- set _think_end = '</think >' -%}
|
| 242 |
-
{%- endif -%}
|
| 243 |
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{%- if _think_end -%}
|
| 244 |
-
{%- set _ac = _ac.split(_think_end)[-1].lstrip('\n') -%}
|
| 245 |
-
{%- endif -%}
|
| 246 |
-
{%- elif not _tc and loop.last and '<think>' not in _ac and not ns.enable_thinking -%}
|
| 247 |
-
{%- set _ac = '<think>\n\n</think>\n\n' + _ac -%}
|
| 248 |
-
{%- endif -%}
|
| 249 |
-
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| 250 |
-
{{- '<|im_start|>assistant\n' -}}
|
| 251 |
-
{%- if _ac -%}
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| 252 |
-
{{- _ac -}}
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| 253 |
-
{%- if _tc -%}{{- '\n' -}}{%- endif -%}
|
| 254 |
-
{%- endif -%}
|
| 255 |
-
|
| 256 |
-
{%- if _tc -%}
|
| 257 |
-
{%- for tc in _tc -%}
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| 258 |
-
{{- '<tool_call>\n' -}}
|
| 259 |
-
{{- '{"name": ' -}}{{- tc.function.name | tojson -}}
|
| 260 |
-
{%- if tc.function.arguments is string -%}
|
| 261 |
-
{{- ', "arguments": ' + tc.function.arguments -}}
|
| 262 |
-
{%- else -%}
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| 263 |
-
{{- ', "arguments": ' -}}{{- tc.function.arguments | tojson -}}
|
| 264 |
-
{%- endif -%}
|
| 265 |
-
{{- '}' -}}
|
| 266 |
-
{%- if not loop.last -%}
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| 267 |
-
{{- '\n</tool_call>\n' -}}
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| 268 |
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{%- else -%}
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| 269 |
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{{- '\n</tool_call>' -}}
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| 270 |
-
{%- endif -%}
|
| 271 |
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{%- endfor -%}
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| 272 |
-
{%- endif -%}
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| 273 |
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{{- '<|im_end|>\n' -}}
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| 274 |
-
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| 275 |
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{#- 8d: Tool results -#}
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| 276 |
-
{%- elif message.role == 'tool' -%}
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| 277 |
-
{%- set _prev_role = messages[loop.index0 - 1].role if loop.index0 > 0 else '' -%}
|
| 278 |
-
{%- set _next_role = messages[loop.index0 + 1].role if not loop.last else '' -%}
|
| 279 |
-
|
| 280 |
-
{%- set _tool_content = message.content | default('') -%}
|
| 281 |
-
{{- detect_tool_error(_tool_content) -}}
|
| 282 |
-
|
| 283 |
-
{%- if _prev_role != 'tool' -%}
|
| 284 |
-
{{- '<|im_start|>user\n' -}}
|
| 285 |
-
{%- endif -%}
|
| 286 |
-
{{- '<tool_response>\n' -}}
|
| 287 |
-
|
| 288 |
-
{{- '{"result": ' ~ _tool_content | string | tojson ~ '}' -}}
|
| 289 |
-
|
| 290 |
-
{%- if ns.last_tool_failed -%}
|
| 291 |
-
{%- if ns.consecutive_failures >= 2 -%}
|
| 292 |
-
{{- '\n\n[SYSTEM WARNING: ' ~ ns.consecutive_failures ~ ' consecutive tool errors detected. Your previous approach is incorrect.]' -}}
|
| 293 |
-
{%- else -%}
|
| 294 |
-
{{- '\n\n[SYSTEM WARNING: The previous tool call returned an error. Diagnose the failure and retry with corrected arguments.]' -}}
|
| 295 |
-
{%- endif -%}
|
| 296 |
-
{%- endif -%}
|
| 297 |
-
|
| 298 |
-
{%- if _next_role == 'tool' -%}
|
| 299 |
-
{{- '\n</tool_response>\n' -}}
|
| 300 |
-
{%- else -%}
|
| 301 |
-
{{- '\n</tool_response>' -}}
|
| 302 |
-
{{- '<|im_end|>\n' -}}
|
| 303 |
-
{%- endif -%}
|
| 304 |
-
|
| 305 |
-
{%- else -%}
|
| 306 |
-
{{- raise_exception('Unexpected message role: ' + message.role) -}}
|
| 307 |
-
{%- endif -%}
|
| 308 |
-
|
| 309 |
-
{%- endfor -%}
|
| 310 |
-
|
| 311 |
-
{#- ===== SECTION 9: GENERATION PROMPT ===== -#}
|
| 312 |
-
{%- if add_generation_prompt -%}
|
| 313 |
-
{{- '<|im_start|>assistant\n' -}}
|
| 314 |
-
{%- if ns.enable_thinking -%}
|
| 315 |
-
{{- '<think>\n' -}}
|
| 316 |
-
{%- else -%}
|
| 317 |
-
{{- '<think>\n\n</think>\n\n' -}}
|
| 318 |
-
{%- endif -%}
|
| 319 |
-
{%- endif -%}
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