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Jev project · Benchmarks & research

jevify

altryne/jevify

An Agent Skill for finding suitable Jev decision points and designing questions and comparison experiments.

View on GitHub ↗See the Jev code ↗Project website ↗
GitHub stars
24 as of 2026-09-22
Forks
2
Language
Python
License
MIT
Created
2026-09-17
Last updated on GitHub
2026-09-21
Added to AionEdge
2026-09-19
Built by this developer
Alex Volkov

What Jev does in jevify

Designs Noul, Choice, and Score question packs for an application, with a script for API-backed case runs.

Verification

Verified. We confirmed this repository through the GitHub API and located the code that calls Jev at a pinned commit: view the Jev code ↗. Upstream code changes over time, so check that the file still exists at the current commit before citing it.

Topics

How Benchmarks & research projects use Jev

Benchmarks and research projects test Jev rather than just use it. They compare it with language models and other classifiers, check whether its probabilities are well calibrated, and explore where the decision-model approach breaks down.

Related Jev projects in Benchmarks & research

  1. jev-curateAkashPriyadarshii/jev-curateA Rust dataset-filtering experiment using Jev scores to keep or reject text records.★ 26
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  2. jev-benchmarksAbdelStark/jev-benchmarksA benchmark comparing Jev and GLiNER on text classification, probability calibration and selective automation.★ 17
    Python
  3. jevcalabhixhek/jevcalA toolkit for evaluating Jev probabilities on labeled data, selecting confidence thresholds and checking model drift.★ 10
    Python
  4. typesafe-ai-benchmarkiammrduncan/typesafe-ai-benchmarkCompares Jev with other structured-output models on shared application tasks, recording errors, latency, Tokens, and estimated cost.★ 38
    TypeScript
  5. jev-lmy0usaf/jev-lmA word-level generation experiment that asks Jev to select words or verify locally drafted continuations.★ 6
    TypeScript
  6. daf-jevdocxology/daf-jevA Python toolkit for Jev requests, batch evaluation, calibration and MCP access.★ 5
    Python

See all 107 Benchmarks & research projects →

Where we found it