Confidence thresholds do not transfer directly from Jev, and options share a token budget. The authors emphasize task-specific specialization of base checkpoints.
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.
Project facts
Relationship to Jev
Local alternative
Evidence
Documented
Language
Python
License
Apache-2.0
Origin
Original repository
Repository status
Not archived
Created
2026-09-18
Last code update
2026-09-27
GitHub stars
27,515
Evidence checked
Sep 30, 2026
Metadata checked
Sep 28, 2026
Check status
Up to date
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.