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Checks to run before a small model serves traffic

This story is from 2026-10-06. It is preserved in the archive; the latest stories are on the live feed.

A small model is ready for traffic only when you can name the precision you will serve, whether an adapter passed the same evals as a fuller update, which machine will run it, and which live signal would make you pull it. What does lower precision take away? Quantization stores weights in fewer bit…

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  1. 2026-10-06 14:30 · DEV Community — AI
    Checks to run before a small model serves traffic

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