Guides

Auto-tune

Instead of guessing flags, let the app find a configuration that actually holds on your hardware.

How it works

Auto-tune asks an AI provider (Claude, OpenAI or Gemini) for a starting configuration based on the model and your hardware, then actually launches the server, tests it under load and walks down a safety ladder until it finds a configuration that holds. It needs an API key in Settings → AI integration.

Modes

Choose how thorough the search should be:

  • Fast — fewest trials
  • Normal — the default trade-off
  • Expert — the most thorough search

Result

You can stop at any time and use the best configuration so far. If the found configuration is faster but has a smaller context, nothing is saved without your say. If your existing settings measured better, they are kept.