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)