Laya uses a non-autoregressive model to answer choice, score and noul questions, with a router selecting checkpoints. Its self-hosted server exposes POST /v1/systemone for existing Jev clients; the underlying model is Laya rather than hosted Jev.
poorjev — Local Jev Alternative
rupeshpoojary9/poorjev
VerifiedLocal alternativeDocumented
poorjev: Open-source, local Jev alternative: a System One decision layer with provably calibrated confidence (ECE 0.170→0.071). See Jev references and source code.
Repository description: Open-source, local Jev alternative: a System One decision layer with provably calibrated confidence (ECE 0.170→0.071). Typed decisions, runs offline, no API key, no waitlist.
What you can build with it
Get started
Clone the repository and follow its README for install and usage. JevHunt has not run this project.
git clone https://github.com/rupeshpoojary9/poorjev.gitProject facts
- Relationship to Jev
- Local alternative
- Evidence
- Documented
- Language
- Python
- License
- MIT
- Origin
- Original repository
- Repository status
- Not archived
- Created
- 2026-09-19
- Last code update
- 2026-09-21
- GitHub stars
- 11
- Evidence checked
- Sep 29, 2026
- Metadata checked
- Sep 29, 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.
The poor man's Jev. An open source, local-first "System One" decision layer for LLM apps: typed decisions with provably calibrated confidence. No API key. No waitlist.
Evidence commit: 7e684e95db13b90238c63e6ab39e1a016263a168
Discovered through: awesome-jev, typesafe-field-guide.
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