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.
mini-jev — Local Jev Alternative
r-ms/mini-jev
VerifiedLocal alternativeDocumented
mini-jev (r-ms): what a Jev-style typed-decision interface looks like on a frozen Qwen3-4B. Explore the Jev references, Python source code and similar projects.
Repository description: mini-Jev: what a Jev-style typed-decision interface looks like on a frozen Qwen3-4B — read the option letter's logits instead of generating JSON. Preregistered experiment, results, teaching bench.
Get started
Clone the repository and follow its README for install and usage. JevHunt has not run this project.
git clone https://github.com/r-ms/mini-jev.gitProject facts
- Relationship to Jev
- Local alternative
- Evidence
- Documented
- Language
- Python
- License
- MIT
- Origin
- Original repository
- Repository status
- Not archived
- Created
- 2026-09-17
- Last code update
- 2026-09-18
- GitHub stars
- 58
- 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.
**What a Jev-style interface looks like on a frozen model: classify against a schema that arrives with the request by reading next-token logits, not by generating JSON. Measured on Qwen3-4B.**
Evidence commit: ca612198bfb69f538f029a4615f6d0a18b4f814c
Discovered through: awesome-jev.
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