{% 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` ，因此不要添加 `/v1` 这里（末尾带有 `/v1` 会将请求发送到 `/v1/v1/messages`).
* `api: "anthropic-messages"` 会告诉 OpenClaw 连接到 Unsloth 的 `/v1/messages` 端点。
* `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 中运行的模型进行连接。可以在启动服务器时配置运行时设置。
```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` 在驱动 OpenClaw（或任何外部编码代理）时使用。默认情况下，Unsloth Studio 会运行其自己的服务端工具，这会吞掉代理的工具调用，因此 OpenClaw 只会回答，但不会编辑文件。 `--disable-tools` 会切换为透传模式，因此会使用 OpenClaw 自己的工具。
{% endhint %}
使用 `--reasoning off` 将思考关闭，或 `--reasoning on` 将其开启，用于支持推理的模型。
```bash
# 允许其他设备连接
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，允许本地网络中的其他设备连接。
有关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.
