CalibratedDecisions.

Repo · Benchmarks & research

jev-calibrate

Tune your Jev questions against your own labels, then confirm on held-out data.

Open github.com ↗

From the repository

Calibrate Jev questions against your own labels: tune criteria on labelled examples, confirm on a held-out set, get a verdict per question. Unofficial.

calibrationclassificationclievalsholdoutjevllm-evaluationopenroutertypesafetypescript

How builders describe it

Calibrate TypeSafe Jev questions against your own labelled examples: tune criteria, confirm on a held-out set, and get a per-question verdict (gate, ranker, unusable, …). Unofficial.
CLI that calibrates Jev questions against your own labels: write questions, label examples in JSONL, run check, and get a verdict per question — gate, gate-above-confidence, ranker, unusable, or too-few-examples.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

Related projects