What you can build with it

Purpose and audience

Laya uses a non-autoregressive model to answer choice, score and noul questions, with a router selecting checkpoints.

Evidence 1 ↗ · Evidence 2 ↗

How Jev fits

Its self-hosted server exposes POST /v1/systemone for existing Jev clients; the underlying model is Laya rather than hosted Jev.

Evidence 1 ↗

Using the project

Pass state and questions to Router.predict(), or use the HTTP server with device, checkpoint and optional authentication settings.

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Scope and limits

Confidence thresholds do not transfer directly from Jev, and options share a token budget. The authors emphasize task-specific specialization of base checkpoints.

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Repository description

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.

Evidence commit: 9d955671415fc19f069b9cc998928075c1f255ec

Discovered through: typesafe-field-guide, editorial, github-search.

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