{% code title="\~/.openclaw/openclaw\.json" %}
```json
{
"models": {
"mode": "merge",
"providers": {
"unsloth": {
"baseUrl": "http://localhost:8888",
"apiKey": "sk-unsloth-xxxxxxxxxxxx",
"api": "anthropic-messages",
"models": [
{
"id": "unsloth/Qwen3.6-27B-GGUF",
"name": "unsloth/Qwen3.6-27B-GGUF"
}
],
"authHeader": true
}
}
}
}
```
{% endcode %}
**说明：**
* `baseUrl` 是没有路径的 Unsloth 源地址。OpenClaw 通过 Anthropic Messages API 与 Unsloth 通信，而 Anthropic SDK 会自动追加 `/v1/messages` ，所以不要在这里添加 `/v1` （尾部的 `/v1` 会将请求发送到 `/v1/v1/messages`).
* `api: "anthropic-messages"` 告诉 OpenClaw 与 Unsloth 的 `/v1/messages` 端点通信。
* `authHeader: true` 会将你的密钥作为 `Authorization: Bearer …`.
* 将每个模型的 `id` 和 `name` 设置为你在 Unsloth 中加载模型时选择的名称。
* 如果你在远程机器上运行 Unsloth，请将 `localhost:8888` 替换为该机器的地址（例如 `http://10.0.0.42:8888`).
### 可选：配置模型行为
OpenClaw 通过在 Unsloth 中运行的模型连接。运行时设置可以在启动服务器时配置。
```bash
# 配置默认生成行为（--disable-tools 会透传 OpenClaw 自己的工具）
unsloth run \\
--model unsloth/gemma-4-26B-A4B-it-GGUF \\
--disable-tools \\
--reasoning off \\
--temp 0.6
```
{% hint style="warning" %}
使用 `--disable-tools` 来驱动 OpenClaw（或任何外部编码代理）时使用。默认情况下，Unsloth Studio 会运行自己的服务端工具，这会吞掉代理的工具调用，因此 OpenClaw 会给出回答，但永远不会编辑文件。 `--disable-tools` 会切换到透传模式，因此会使用 OpenClaw 自己的工具。
{% endhint %}
使用 `--reasoning off` 用于关闭思考，或者使用 `--reasoning on` 为支持推理的模型开启它。
```bash
# 允许来自其他设备的连接
unsloth run \\
--model unsloth/gemma-4-26B-A4B-it-GGUF \\
-H 0.0.0.0 \\
-p 8888
```
这会在 `0.0.0.0:8888`上启动服务器，从而允许本地网络中的其他设备连接。
如需更高级的运行时配置，请参阅主 [API 调优](https://unsloth.ai/docs/basics/api#unsloth-run-command) 部分。
---
# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.
## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.
Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:
```
GET https://unsloth.ai/docs/zh/ji-cheng/openclaw.md?ask=&goal=
```
`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.
Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.