Text Generation
MLX
Safetensors
qwen3_moe
programming
code generation
code
codeqwen
Mixture of Experts
coding
coder
qwen2
chat
qwen
qwen-coder
Qwen3-Coder-30B-A3B-Instruct
Qwen3-30B-A3B
mixture of experts
128 experts
8 active experts
256k context
qwen3
finetune
brainstorm 20x
brainstorm
optional thinking
conversational
6-bit
{% macro render_item_list(item_list, tag_name='required') %} | |
{%- if item_list is defined and item_list is iterable and item_list | length > 0 %} | |
{%- if tag_name %}{{- '\n<' ~ tag_name ~ '>' -}}{% endif %} | |
{{- '[' }} | |
{%- for item in item_list -%} | |
{%- if loop.index > 1 %}{{- ", "}}{% endif -%} | |
{%- if item is string -%} | |
{{ "`" ~ item ~ "`" }} | |
{%- else -%} | |
{{ item }} | |
{%- endif -%} | |
{%- endfor -%} | |
{{- ']' }} | |
{%- if tag_name %}{{- '</' ~ tag_name ~ '>' -}}{% endif %} | |
{%- endif %} | |
{% endmacro %} | |
{%- if messages[0]["role"] == "system" %} | |
{%- set system_message = messages[0]["content"] %} | |
{%- set loop_messages = messages[1:] %} | |
{%- else %} | |
{%- set loop_messages = messages %} | |
{%- endif %} | |
{%- if not tools is defined %} | |
{%- set tools = [] %} | |
{%- endif %} | |
{%- if system_message is defined %} | |
{{- "<|im_start|>system\n" + system_message }} | |
{%- else %} | |
{%- if tools is iterable and tools | length > 0 %} | |
{{- "<|im_start|>system\nYou are Qwen, a helpful AI assistant that can interact with a computer to solve tasks." }} | |
{%- endif %} | |
{%- endif %} | |
{%- if tools is iterable and tools | length > 0 %} | |
{{- "\n\nYou have access to the following functions:\n\n" }} | |
{{- "<tools>" }} | |
{%- for tool in tools %} | |
{%- if tool.function is defined %} | |
{%- set tool = tool.function %} | |
{%- endif %} | |
{{- "\n<function>\n<name>" ~ tool.name ~ "</name>" }} | |
{{- '\n<description>' ~ (tool.description | trim) ~ '</description>' }} | |
{{- '\n<parameters>' }} | |
{%- for param_name, param_fields in tool.parameters.properties|items %} | |
{{- '\n<parameter>' }} | |
{{- '\n<name>' ~ param_name ~ '</name>' }} | |
{%- if param_fields.type is defined %} | |
{{- '\n<type>' ~ (param_fields.type | string) ~ '</type>' }} | |
{%- endif %} | |
{%- if param_fields.description is defined %} | |
{{- '\n<description>' ~ (param_fields.description | trim) ~ '</description>' }} | |
{%- endif %} | |
{{- render_item_list(param_fields.enum, 'enum') }} | |
{%- set handled_keys = ['type', 'description', 'enum', 'required'] %} | |
{%- for json_key in param_fields.keys() | reject("in", handled_keys) %} | |
{%- set normed_json_key = json_key | replace("-", "_") | replace(" ", "_") | replace("$", "") %} | |
{%- if param_fields[json_key] is mapping %} | |
{{- '\n<' ~ normed_json_key ~ '>' ~ (param_fields[json_key] | tojson | safe) ~ '</' ~ normed_json_key ~ '>' }} | |
{%- else %} | |
{{-'\n<' ~ normed_json_key ~ '>' ~ (param_fields[json_key] | string) ~ '</' ~ normed_json_key ~ '>' }} | |
{%- endif %} | |
{%- endfor %} | |
{{- render_item_list(param_fields.required, 'required') }} | |
{{- '\n</parameter>' }} | |
{%- endfor %} | |
{{- render_item_list(tool.parameters.required, 'required') }} | |
{{- '\n</parameters>' }} | |
{%- if tool.return is defined %} | |
{%- if tool.return is mapping %} | |
{{- '\n<return>' ~ (tool.return | tojson | safe) ~ '</return>' }} | |
{%- else %} | |
{{- '\n<return>' ~ (tool.return | string) ~ '</return>' }} | |
{%- endif %} | |
{%- endif %} | |
{{- '\n</function>' }} | |
{%- endfor %} | |
{{- "\n</tools>" }} | |
{{- '\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>' }} | |
{%- endif %} | |
{%- if system_message is defined %} | |
{{- '<|im_end|>\n' }} | |
{%- else %} | |
{%- if tools is iterable and tools | length > 0 %} | |
{{- '<|im_end|>\n' }} | |
{%- endif %} | |
{%- endif %} | |
{%- for message in loop_messages %} | |
{%- if message.role == "assistant" and message.tool_calls is defined and message.tool_calls is iterable and message.tool_calls | length > 0 %} | |
{{- '<|im_start|>' + message.role }} | |
{%- if message.content is defined and message.content is string and message.content | trim | length > 0 %} | |
{{- '\n' + message.content | trim + '\n' }} | |
{%- endif %} | |
{%- for tool_call in message.tool_calls %} | |
{%- if tool_call.function is defined %} | |
{%- set tool_call = tool_call.function %} | |
{%- endif %} | |
{{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }} | |
{%- if tool_call.arguments is defined %} | |
{%- for args_name, args_value in tool_call.arguments|items %} | |
{{- '<parameter=' + args_name + '>\n' }} | |
{%- set args_value = args_value if args_value is string else args_value | string %} | |
{{- args_value }} | |
{{- '\n</parameter>\n' }} | |
{%- endfor %} | |
{%- endif %} | |
{{- '</function>\n</tool_call>' }} | |
{%- endfor %} | |
{{- '<|im_end|>\n' }} | |
{%- elif message.role == "user" or message.role == "system" or message.role == "assistant" %} | |
{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }} | |
{%- elif message.role == "tool" %} | |
{%- if loop.previtem and loop.previtem.role != "tool" %} | |
{{- '<|im_start|>user\n' }} | |
{%- endif %} | |
{{- '<tool_response>\n' }} | |
{{- message.content }} | |
{{- '\n</tool_response>\n' }} | |
{%- if not loop.last and loop.nextitem.role != "tool" %} | |
{{- '<|im_end|>\n' }} | |
{%- elif loop.last %} | |
{{- '<|im_end|>\n' }} | |
{%- endif %} | |
{%- else %} | |
{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>\n' }} | |
{%- endif %} | |
{%- endfor %} | |
{%- if add_generation_prompt %} | |
{{- '<|im_start|>assistant\n' }} | |
{%- endif %} | |