Repo · Benchmarks & research
Jevlet
From-scratch research reconstruction of a Jev-like System One decision model (typed Noul/Choice/Score → probabilities, no text generation) plus a…
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Jevlet: a small, calibrated System-One decision model (typed Noul/Choice/Score questions in, probabilities over live options out, no text generation) driving an always-on Windows command palette. Research reconstruction of TypeSafe's Jev idea.
automationbgecalibrationcommand-palettedecision-modeldeep-learningdesktop-assistantgoogle-colabhuggingfaceintent-classificationmachine-learningnlpproductivitypytorchresearchslot-fillingsystem-onetransformersuncertaintywindows
How builders describe it
From-scratch research reconstruction of a Jev-like System One decision model (typed Noul/Choice/Score → probabilities, no text generation) plus a Windows command-palette daily driver.
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 355 benchmarks & research projects →
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