Benchmarks & research

typed-decisions

@kotoba-lang1PythonNOASSERTIONupdated 2026-09-20

Jev-shaped typed-decision model (state + Choice/Score/Noul questions -> calibrated probabilities, one pass) on ModernBERT / DeBERTa / LLaDA-MoE, with measured latency, accuracy, calibration and training cost

kotoba-lang/typed-decisions

Where it calls Jev

ap.add_argument("--model", default=os.environ.get("JEV_MODEL", "typesafe/jev-1.13"))

src/typed_decisions/hole_eval.py:51

The link points at the commit we read, so the line number still holds.

This one cannot run here

Its question set is assembled at runtime, or never written out literally in the code, so there is nothing to lift. The source link above will show you.

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