Repo · Benchmarks & research
Open Medical Jev
Jev-class medical judgments from frozen open models—no fine-tuning—with routing gates and published exam comparisons.
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From the repository
High-performance, high-precision, locally-fast-deployed Jev-class medical decision service on national medical exams — four readings, one routed decision, zero training.
calibrationconformal-predictionggufjevllama-cppllmmedicalqwenrouting
How builders describe it
Research recipe that fuses two frozen open readers into Jev-style yes/no judgments with a fit-free router, confidence gate, and candidate sets.
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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