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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…
Open github.com ↗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 →