jev-benchmarks

What Jev does in jev-benchmarks

Runs the same labeled text tasks through both backends and records probabilities, latency and failures.

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

• benchmarking
• calibration
• evaluation
• machine-learning
• reproducibility
• selective-classification
• zero-shot-classification

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. jevcalabhixhek/jevcalA toolkit for evaluating Jev probabilities on labeled data, selecting confidence thresholds and checking model drift.★ 10
   Python
2. jevifyaltryne/jevifyAn Agent Skill for finding suitable Jev decision points and designing questions and comparison experiments.★ 24
   Python
3. jev-curateAkashPriyadarshii/jev-curateA Rust dataset-filtering experiment using Jev scores to keep or reject text records.★ 26
   Rust
4. jev-lmy0usaf/jev-lmA word-level generation experiment that asks Jev to select words or verify locally drafted continuations.★ 6
   TypeScript
5. daf-jevdocxology/daf-jevA Python toolkit for Jev requests, batch evaluation, calibration and MCP access.★ 5
   Python
6. jev-little-airwayslbotinelly/jev-little-airwaysAn island-airport simulator using Jev for routes, yielding, emergency broadcasts and landing order.★ 5
   HTML

See all 107 Benchmarks & research projects →

Where we found it

• heyjunpenn/awesome-jev
• logicrw/awesome-jev-projects
• MrJev/awesome-jev