Local alternative
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.
Details →★ 21,612
jevcal
Stop guessing confidence thresholds: calibrate, threshold, and drift-check typed decision models (TypeSafe Jev) against an LLM teacher.
Project facts
- Relationship to Jev
- Research
- Evidence
- Documented
- Language
- Python
- License
- MIT
- Origin
- Original repository
- Repository status
- Not archived
- Created
- 2026-09-18
- GitHub stars
- 10
- Evidence checked
- 2026-09-24T12:14:35.000Z
- Metadata checked
- 2026-09-24T12:14:35.000Z
- 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.
- `jev-latest` is an alias that moves on every release, so a threshold tuned today can drift tomorrow.
Evidence commit: ae8f3144d69c9cb0e5e0a2c17f70b9d14714cb9f
Discovered through: awesome-jev, typesafe-field-guide.
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