CalibratedDecisions.

Repo · Benchmarks & research

open-spark-jev

Local System One models on Qwen3, for an NVIDIA DGX Spark.

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From the repository

Open-source, local decision models inspired by TypeSafe’s Jev and System One - built on Qwen3 for NVIDIA DGX Spark.

agentic-aiapachedatagendgx-sparkharnessjevlocal-aiopensourceslmsystem-onetraining

How builders describe it

Open-source, local decision models inspired by TypeSafe’s Jev and System One - built on Qwen3 for NVIDIA DGX Spark.
Independent open-source local decision model inspired by Jev, with a spark-s1 family plus smaller control models for agent gates, served locally with probabilities and policy actions.

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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