Repo · Benchmarks & research
Cygnet recipe
Independent recipe that answers Jev-format typed decisions (choice, noul, score) with frozen Gemma-4-12B-it on unmodified vLLM via a one-token…
Open github.com ↗From the repository
Typed decisions from frozen Gemma-4-12B-it: one-token option-letter readout over stock vLLM 0.30.0 (JevBench package)
How builders describe it
Independent recipe that answers Jev-format typed decisions (choice, noul, score) with frozen Gemma-4-12B-it on unmodified vLLM via a one-token option-letter readout and a /v1/systemone shim; not affiliated with TypeSafe.
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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