Benchmark Decision Accuracy Vs Autoregressive Json Baselines

SemIf reads typed option probabilities directly from open LLM logits to answer runtime-defined decisions (routing, retries, evidence checks) without generating or parsing text. Includes Python CLI, frozen benchmarks, and a WebGPU browser demo on 4B-class models.

AI Tools | Python · semantic-decisions · logit-readout