Env
LM Studio: 0.3.20
Model: https://lmstudio.ai/models/qwen/qwen3-coder-30b
lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit
困ったこと
LM Studio標準のPrompt
長いので折りたたんでます
{% 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() if json_key not 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) ~ '</' ~ 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) ~ '</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 %}
ツールをちゃんと呼びだせない
___ _ _ _
/ _ \ _ __ ___ _ __ | | | | __ _ _ __ __| |___
| | | | '_ \ / _ \ '_ \| |_| |/ _` | '_ \ / _` / __|
| |_| | |_) | __/ | | | _ | (_| | | | | (_| \__ \
\___ /| .__/ \___|_| |_|_| |_|\__,_|_| |_|\__,_|___/
|_|
OpenHands CLI v0.51.1
Initialized conversation 93c72739-840f-46-a2f313d121f517b
Let's start building!
What do you want to build? Type /help for help
> /init
Repository instructions file will be created by exploring the repository.
Do you want to proceed?
> Yes, create
No, dismiss
Agent running... (Press Ctrl-P to pause)
┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────| Error |───────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│Parameter 'command' is expected to be one of ['view', 'create', 'str_replace', 'insert', 'undo_edit']. │
└──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────| Error |───────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│Parameter 'command' is expected to be one of ['view', 'create', 'str_replace', 'insert', 'undo_edit']. │
└──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
解決方法
修正版Prompt
{% for message in messages %}
{% if message['role'] == 'user' %}
<|im_start|>user
{{ message['content'] }}<|im_end|>
{% elif message['role'] == 'assistant' %}
<|im_start|>assistant
{% if message['tool_calls'] %}
{% for tool_call in message['tool_calls'] %}
<tool_call>
<function={{ tool_call['function']['name'] }}>
<parameter=location>
{{ tool_call['function']['arguments']['location'] }}
</parameter>
</function>
</tool_call>
{% endfor %}
{% else %}
{{ message['content'] }}
{% endif %}
<|im_end|>
{% elif message['role'] == 'tool' %}
<|im_start|>tool_response>
{{ message['content'] }}<|im_end|>
{% endif %}
{% endfor %}
{% if add_generation_prompt %}
<|im_start|>assistant
{% endif %}
これでちゃんと呼べるようになった
___ _ _ _
/ _ \ _ __ ___ _ __ | | | | __ _ _ __ __| |___
| | | | '_ \ / _ \ '_ \| |_| |/ _` | '_ \ / _` / __|
| |_| | |_) | __/ | | | _ | (_| | | | | (_| \__ \
\___ /| .__/ \___|_| |_|_| |_|\__,_|_| |_|\__,_|___/
|_|
OpenHands CLI v0.51.1
Initialized conversation d5f84b7f-8db0-4f-9e3e1cdd1beef20
Let's start building!
What do you want to build? Type /help for help
> /init
Repository instructions file will be created by exploring the repository.
Do you want to proceed?
> Yes, create
No, dismiss
Agent running... (Press Ctrl-P to pause)
┌─────────────────────────────────────────────────────────────────────────────────────────────────────────────────| Command |──────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│$ │
│pwd && ls -la │
│ │
└──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
Choose an option:
> Yes, proceed
No (and allow to enter instructions)
Always proceed (don't ask again)