CalibratedDecisions.

Repo · Benchmarks & research

my-jev

Build your own Jev-like System One classifier: fine-tune Qwen3.5-4B with Unsloth on RunPod, serve with vLLM, benchmark vs TypeSafe Jev.

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From the repository

Build your own Jev-like System One classifier: fine-tune Qwen3.5-4B with Unsloth on RunPod, serve with vLLM, benchmark vs TypeSafe Jev

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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