Repo · Benchmarks & research
ardana
Run System 1 decision models locally.
Open github.com ↗From the repository
Run System 1 decision models locally. Pull a model by name and get calibrated probabilities for your questions in one forward pass. One binary with a TypeSafe-compatible API and a playground.
ai-agentscalibrationclassificationdecision-modeldecision-modelsggufjevllama-cppllmlocal-llmollamaonnxrustself-hostedstructured-outputsystem-onetyped-decisionstypesafewebgpuzero-shot-classification
How builders describe it
Run System 1 decision models locally. Pull a model by name and get calibrated probabilities for your questions in one forward pass. One binary with a TypeSafe-compatible API and a playground.
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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