open-jev-typed-decision-engine

intikhab49/open-jev-typed-decision-engine

Open reproduction of TypeSafe Jev: a 150M typed decision engine (noul/choice/score in one non-autoregressive pass, calibrated confidence). 0.697 vs Jev's 0.727, 2.5x better calibrated, 4x faster, free. Trains on a Colab T4 in 30 min.

Research & evaluationPython

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Topics

jevagent-observabilitycalibrationcolabdecision-modelexpected-calibration-errorhuggingfacellm-alternative

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