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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.

agent-observability
calibration
colab
decision-model
expected-calibration-error
huggingface
jev
llm-alternative
llm-routing
modernbert
non-autoregressive
onnx
pytorch
structured-outputs
text-classification
typed-decisions
typesafe-ai
zero-cost-inference

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