simple-jev — Structured decisions from open model logits
featherless-ai/simple-jev
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simple-jev (featherless-ai): Classify and score with open Hugging Face models using next-token logits and a Jev-inspired interface, without reproducing Jev’s model.
Simple Jev uses compatible Hugging Face models to classify and score inputs, constructing JSON answers from next-token logits instead of generating a completion.
Its choice and score confidence values are not calibrated correctness probabilities. Matching the response format establishes neither Jev-equivalent quality nor speed.