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Optimization

Launch an optimization run

Train task-specialized models that outperform frontier baselines on your niche domain tasks.

Launch an optimization run

Optimization runs fine-tune, distill, and compress candidate models on your production data, then score them against your evaluations. Only models that outperform the current baseline get promoted — so your agents always run the best model at the lowest cost.

See the hosted docs for details: https://docs.maniac.ai/.