Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
jev-vs-laya
Can an at-home model match Jev? TypeSafe Jev vs self-hosted Laya on Moroccan Darija sentiment, with reproducible zero-shot evaluation.
Project facts
- Relationship to Jev
- Research
- Evidence
- Documented
- Language
- Python
- License
- Not reported; check the repository
- Origin
- Original repository
- Repository status
- Not archived
- Created
- 2026-09-21
- GitHub stars
- 0
- Evidence checked
- 2026-09-24T08:40:10.508Z
- Metadata checked
- 2026-09-24T08:40:10.508Z
- 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.
| **Jev** · TypeSafe API, `jev-1.13.0` | **79.5%** (72.9–84.9) | **71.7%** | **84.3%** | **65.9%** |
Evidence commit: d75b68564d804a76bfa990ec7a3ad6bcaad87eb2
Discovered through: github-search.
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