CalibratedDecisions.

Repo · Benchmarks & research

tev1 (Together)

Open-weight Jev-inspired decision model (Qwen3.5-4B fine-tune) with training recipe and published results on Together.

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From the repository

Open-weight, Jev-inspired decision model finetuned on top of Qwen3.5 4B

How builders describe it

Together AI's open recipe and weights for a Jev-inspired decision model fine-tuned on Qwen3.5-4B, with the full data pipeline, training config, and saved benchmark results.

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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