How To Use Tabby
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What it is
Built by TabbyML, Tabby packages a Rust server, a curated set of small code models, and IDE extensions into a single Docker image. It’s popular with teams that can’t send source to third-party clouds but still want inline AI completions and repo-aware chat.
Install / sign up
Tabby ships three things: an inference server (Rust, llama.cpp backend) that serves models like StarCoder2 or DeepSeek-Coder; editor plugins for VS Code, JetBrains, Vim, and Emacs; and a web Code Browser that indexes your Git repos for RAG-style chat. It runs on CPU, CUDA, ROCm, or Apple Metal.
First session
Once the server is up, install the VS Code extension, point it at http://localhost:8080, and paste the token from the admin UI. Start typing — grey completions appear within a few hundred milliseconds on a mid-range GPU.
Everyday workflows
Tabby’s default telemetry is anonymous and easy to disable with --no-usage-tracking. For a team deployment, put it behind an OAuth proxy — the built-in auth is token-based and not meant for internet exposure.
Gotchas and tips
Security-conscious teams, regulated industries, air-gapped shops, and hobbyists who want Copilot-style completions without a SaaS subscription.