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Rufous
For coding with small local models: an agent framework built for 2B–12B models
What is Rufous
Rufous is a coding agent framework designed for small local models in the 2B–12B parameter range. It is free and open source under the Apache-2.0 license and requires no account.
How to use
- Install with: curl -fsSL https://rufous.chat/install.sh | sh (or download a release for macOS, Linux or Windows from GitHub).
- Run a local model, e.g. ollama pull qwen3.5:4b (Ollama, LM Studio, llama-server or any OpenAI-compatible endpoint).
- Check your setup with rufous doctor.
- Start the local web UI with rufous serve, or chat in the terminal with rufous chat.
- Hand it a task file to run unattended: rufous run qwen3.5:4b task.md ~/code/project.
- Use it inside Zed (or another ACP client) with rufous acp --model qwen3.5:4b.
- Approve or deny tool calls through the inline permission cards;
- turn on Offline mode to disable cloud providers, web tools and remote MCP servers.
Use cases
- Agentic coding with small 2B–12B local models Running a coding agent fully on your own machine without an account Using a local agent inside the Zed editor via ACP Running unattended tasks from a task file in the terminal Catching when a small model claims work it never did, via a tool-call Record Switching to a cloud provider for a hard task and back to local
Price from official sources
Free
- Free and open source under the Apache-2.0 license;
- no account needed.
Check the official site for current pricing · Price not yet checked by our editors
Source: rufous.chat · Info as of Nov 2, 2026
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