OPEN-SOURCE PROJECT

simple-jev

Adapter turning open LLM endpoints into Jev-compatible classification services without training a separate classifier head.

Stars
406
Forks
43
License
Last commit
2026-09-20

What Jev does here

Extracts log-probabilities of candidate tokens from model vocabulary logits, formatting them into standard Jev responses.

Enables rapid prototyping of Jev-like decision workflows against standard inference servers such as vLLM or Hugging Face.

Source code verified against pinned commit. API adapter and demo scripts inspected; output probability calibration depends on base model.