# Heman10x-NGU/openJev-verdict-2.0

<https://repo.masters-masters.com/en/repos/Heman10x-NGU/openJev-verdict-2.0>

[Home](https://repo.masters-masters.com/en) › [Heman10x-NGU](https://repo.masters-masters.com/en/owners/Heman10x-NGU) › [openJev-verdict-2.0](https://repo.masters-masters.com/en/repos/Heman10x-NGU/openJev-verdict-2.0)

Heman10x-NGU/openJev-verdict-2.0 has 305 stars on GitHub. Its RepoMasters card: Alpha tier. Calibrated 151M Non-Autoregressive Decision Engine beating…

| Field | Value |
| --- | --- |
| Owner | [Heman10x-NGU](https://repo.masters-masters.com/en/owners/Heman10x-NGU) |
| Stars | 305 |
| Forks | 50 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | None |
| Created | 2026 |
| Topics | agentic-ai, brier-score, calibration, decision-engine, deep-learning, machine-learning, modernbert, rlcd, structured-outputs, webgpu |
| Tier | [Alpha (250 to 699 ★)](https://repo.masters-masters.com/en/ranks/b_movie) |
| View on GitHub | [Heman10x-NGU/openJev-verdict-2.0](https://github.com/Heman10x-NGU/openJev-verdict-2.0) |

## Repository

Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE)

The tier for repos with 250 to 699 ★. Published odds per card pulled: 20%. Rarity: Uncommon.

## More repos by Heman10x-NGU

- [Heman10x-NGU/Verdict-open-jev · ★ 115 · Python · Prototype](https://repo.masters-masters.com/en/repos/Heman10x-NGU/Verdict-open-jev)

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.