Text Generation
Transformers
Safetensors
English
qwen3
shining-valiant
shining-valiant-3
valiant
valiant-labs
qwen
qwen-3
qwen-3-4b
4b
reasoning
code
code-reasoning
science
science-reasoning
physics
biology
chemistry
earth-science
astronomy
machine-learning
artificial-intelligence
compsci
computer-science
information-theory
ML-Ops
math
cuda
deep-learning
agentic
LLM
neuromorphic
self-improvement
complex-systems
cognition
linguistics
philosophy
logic
epistemology
simulation
game-theory
knowledge-management
creativity
problem-solving
architect
engineer
developer
creative
analytical
expert
rationality
conversational
chat
instruct
text-generation-inference
{%- if tools %} | |
{{- '<|im_start|>system\n' }} | |
{%- if messages[0].role == 'system' %} | |
{{- messages[0].content + '\n\n' }} | |
{%- endif %} | |
{{- "# 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>" }} | |
{%- for tool in tools %} | |
{{- "\n" }} | |
{{- tool | tojson }} | |
{%- endfor %} | |
{{- "\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" }} | |
{%- else %} | |
{%- if messages[0].role == 'system' %} | |
{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }} | |
{%- endif %} | |
{%- endif %} | |
{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %} | |
{%- for message in messages[::-1] %} | |
{%- set index = (messages|length - 1) - loop.index0 %} | |
{%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %} | |
{%- set ns.multi_step_tool = false %} | |
{%- set ns.last_query_index = index %} | |
{%- endif %} | |
{%- endfor %} | |
{%- for message in messages %} | |
{%- if message.content is string %} | |
{%- set content = message.content %} | |
{%- else %} | |
{%- set content = '' %} | |
{%- endif %} | |
{%- if (message.role == "user") or (message.role == "system" and not loop.first) %} | |
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }} | |
{%- elif message.role == "assistant" %} | |
{%- set reasoning_content = '' %} | |
{%- if message.reasoning_content is string %} | |
{%- set reasoning_content = message.reasoning_content %} | |
{%- else %} | |
{%- if '</think>' in content %} | |
{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %} | |
{%- set content = content.split('</think>')[-1].lstrip('\n') %} | |
{%- endif %} | |
{%- endif %} | |
{%- if loop.index0 > ns.last_query_index %} | |
{%- if loop.last or (not loop.last and reasoning_content) %} | |
{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }} | |
{%- else %} | |
{{- '<|im_start|>' + message.role + '\n' + content }} | |
{%- endif %} | |
{%- else %} | |
{{- '<|im_start|>' + message.role + '\n' + content }} | |
{%- endif %} | |
{%- if message.tool_calls %} | |
{%- for tool_call in message.tool_calls %} | |
{%- if (loop.first and content) or (not loop.first) %} | |
{{- '\n' }} | |
{%- endif %} | |
{%- if tool_call.function %} | |
{%- set tool_call = tool_call.function %} | |
{%- endif %} | |
{{- '<tool_call>\n{"name": "' }} | |
{{- tool_call.name }} | |
{{- '", "arguments": ' }} | |
{%- if tool_call.arguments is string %} | |
{{- tool_call.arguments }} | |
{%- else %} | |
{{- tool_call.arguments | tojson }} | |
{%- endif %} | |
{{- '}\n</tool_call>' }} | |
{%- endfor %} | |
{%- endif %} | |
{{- '<|im_end|>\n' }} | |
{%- elif message.role == "tool" %} | |
{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %} | |
{{- '<|im_start|>user' }} | |
{%- endif %} | |
{{- '\n<tool_response>\n' }} | |
{{- content }} | |
{{- '\n</tool_response>' }} | |
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %} | |
{{- '<|im_end|>\n' }} | |
{%- endif %} | |
{%- endif %} | |
{%- endfor %} | |
{%- if add_generation_prompt %} | |
{{- '<|im_start|>assistant\n' }} | |
{%- if enable_thinking is defined and enable_thinking is false %} | |
{{- '<think>\n\n</think>\n\n' }} | |
{%- endif %} | |
{%- endif %} |