Repo · Benchmarks & research
jevalt
Open Jev-API–compatible Choice/Score/Noul models (EN/TR/DE) for CPU (~4 GB RAM); independent of hosted Jev.
Open github.com ↗From the repository
Three small 4B language models for local decisions in English, Turkish and German. Jev-compatible API, per-option probabilities and CPU GGUF builds.
calibrationdecision-modelgermanggufjevllama-cpplocal-llmmultilingualopen-weightsprompt-injectionpythonsmall-language-modeltext-classificationturkishuncertainty-quantification
How builders describe it
Open alternative to Jev, Kev and Laya: three 4B decision models (English, Turkish, German) that answer typed questions with calibrated probabilities. Jev API compatible, runs on a CPU in about 3 GB of RAM.
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 →
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