simple-jev GitHub avatar by featherless-ai

featherless-ai /

SDK & Decision Frameworks

simple-jev

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

GitHub
16815
License: MITLanguage: PythonLast push: 9/18/2026#multilanguage-sdk#typed-decisions

What Jev Does in this Architecture

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

Key Architecture Benefit

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

Review & Benchmark Note: Source code verified against pinned commit. API adapter and demo scripts inspected; output probability calibration depends on base model.
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git clone https://github.com/featherless-ai/simple-jev.git

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Check out the upstream repository README, issues, and commit log.

featherless-ai/simple-jev

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