{% 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` 是不带路径的 Unsloth 源地址。OpenClaw 通过 Anthropic Messages API 与 Unsloth 通信，而 Anthropic SDK 会自行附加 `/v1/messages` ，所以不要在这里添加 `/v1` （末尾带有 `/v1` 会将请求发送到 `/v1/v1/messages`).
* `api: "anthropic-messages"` 会告诉 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` 替换为那台机器的地址（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。启动服务器时可以配置运行时设置。
```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器端工具，这会吞掉代理的工具调用，因此 OpenClaw 会给出回答但不会编辑文件。 `--disable-tools` 切换为透传，因此会使用 OpenClaw 自己的工具。
{% endhint %}
使用 `--reasoning off` 用于关闭思考，或使用 `--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
```
这将在 `0.0.0.0:8888`上启动服务器，允许本地网络上的其他设备连接。
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
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Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:
```
GET https://unsloth.ai/docs/zh/ji-cheng/openclaw.md?ask=&goal=
```
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