CONTROLAI infra
Jev for LLM Prompt Optimization

Jev is a tool that accelerates prompt optimization for LLMs used as classifiers, leading to increased accuracy.
Prompts matter a great deal when using LLMs as classifiers. The nice thing about Jev is that it speeds up prompt optimization routines that normally take hours. I observed a sizable increase in accuracy after pairing Jev with GEPA, and the whole process took ~27 minutes. x.com/YamilRVelez/status/21014597109268809