CalibratedDecisions.

Repo · Benchmarks & research

NanoJev

A 0.6B replica: parallel decisions in one forward pass, no decoding.

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From the repository

A nano replica of Jev: parallel decisions, dynamic candidates, and an end-to-end training pipeline.

How builders describe it

A nano replica of Jev: parallel decisions, dynamic candidates, and an end-to-end training pipeline.
NanoJev studies a Qwen3-0.6B backbone with typed decision heads and code-composed game controllers. It is an independent model project, not official Jev or TypeSafe's implementation.
An open 0.6B replica of Jev that turns states and questions into full probability distributions without decoding answer tokens, trained and evaluated on Maze, Snake, and ViZDoom.

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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