CalibratedDecisions.

Repo · Benchmarks & research

RYOTIDE

Roll Your Own Typed Inference Decision Engine: Jev-style typed decisions from a single forward pass of a local LLM (MLX or PyTorch), measured on…

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How builders describe it

Roll Your Own Typed Inference Decision Engine: Jev-style typed decisions from a single forward pass of a local LLM (MLX or PyTorch), measured on JevBench.

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 332 benchmarks & research projects →

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