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Turns an open local chat model into a Jev-style decision engine served on /v1/systemone, with training, eval, and calibration commands; independent…
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Typed, calibrated decisions from a local model. No text generated.
How builders describe it
Turns an open local chat model into a Jev-style decision engine served on /v1/systemone, with training, eval, and calibration commands; independent of TypeSafe.
A local Jev-compatible server that reads Choice, Score and Noul answers from the logits of any MLX checkpoint or OpenAI-compatible endpoint with no training, serving POST /v1/systemone as a drop-in for the official TypeSafe SDK.
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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