CalibratedDecisions.

Repo · Benchmarks & research

JEMM

Open-weight multimodal judgment engine served over HTTP with a Jev-style POST /v1/systemone endpoint, answering choice, noul, and score questions…

Open github.com ↗

From the repository

Like Jev, but multimodal and open-weight: picks one candidate per question, with probabilities, from text or screenshots.

How builders describe it

Open-weight multimodal judgment engine served over HTTP with a Jev-style POST /v1/systemone endpoint, answering choice, noul, and score questions from text or text plus screenshots on a local GPU.

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