Fine-tune

Demo · Vercel

Serverless demo: traces and Settings-pasted keys reset on cold start. Put provider keys in Vercel env if you want them to stick. This is not the bank deploy — that is a Node process on their disk.

Fine-tune is a human loop

v1 does not train from this UI. After you have traces and a gold set, we help pick: prompt change, migrate to Dvar Eco/Balanced/Pro, or a real fine-tune. Training on your infra comes later — this product stays the trust layer.

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