Jev application
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oev
A 184M-parameter decision engine delivering calibrated distributions from one 22ms forward pass while matching models 2.3x its size.
Project facts
- Relationship to Jev
- Jev application
- Evidence
- Documented
- Language
- Python
- License
- Apache-2.0
- Origin
- Original repository
- Repository status
- Not archived
- Created
- 2026-09-23
- GitHub stars
- 0
- Evidence checked
- 2026-09-27T14:49:42.000Z
- Metadata checked
- 2026-09-27T14:49:42.000Z
- Check status
- current
Stars measure the whole repository, including work unrelated to Jev.
Evidence and scope
Documented records the linked documentation or source. JevHunt has not independently run or benchmarked this project.
The single `184M` model scores `0.7705` on typed-decisions, slightly above laya's published `0.766` from a `421M` checkpoint. An ensemble of four `184M` checkpoints reaches `0.7760`, the `highest` reported result, and a single Banking77 soup checkpoint reaches `0.8584` (best ECE `0.0595` from the 3-checkpoint ensemble). Jev leads only on Banking77 (0.870).
Evidence commit: b487f66511e92095bb0bfa18c903e8f18ac1cff9
Discovered through: github-search.
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