CalibratedDecisions.

Repo · Benchmarks & research

OpenDecider

Open System One decision models (typed choice/score/yes-no) with calibrated probabilities; optional Jev-compatible /v1/systemone server—independent…

Open github.com ↗

From the repository

Open, calibrated System 1 decision models: typed choice / score / yes-no answers with a probability for every option. 400M to 80B; CPU, NVIDIA, Apple Silicon, LM Studio, Ollama and vLLM.

apple-siliconcalibrationclassificationdecision-modelggufhuggingfacellmmlxollamapytorchsystem-onetyped-decisionsvllm

How builders describe it

Open System One decision models (typed choice/score/yes-no) with calibrated probabilities; optional Jev-compatible /v1/systemone server—independent of hosted 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 →

Related projects