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
strands-system-one
Strands agents that make small local LLMs (Qwen3 0.6B, MiniCPM5 2B, Qwen3.5 4B) answer like Jev, a System 1 model: typed yes/no, choice and score answers with probabilities. Benchmarked against Jev on the jevals suite, via logprob readout and written-out JSON probabilities.
Project facts
- Relationship to Jev
- Research
- Evidence
- Documented
- Language
- Python
- License
- Not reported; check the repository
- Origin
- Original repository
- Repository status
- Not archived
- Created
- 2026-09-23
- 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.
from typesafe_sdk import Choice, Noul, Score, TypeSafeClient
Evidence commit: d280e5eeeb04291c8b736c59ce92bf3221160a13
Discovered through: github-search.
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