What you can build with it

Purpose

Von scores independent questions in one forward pass for classification, yes/no checks and ordered ratings.

Evidence 1 ↗ · Evidence 2 ↗

Jev’s role

It is a separate System One model with a TypeSafe-compatible API, running in-process or through HTTP.

Evidence 1 ↗

How to use it

Use the Python or TypeScript SDK, or expose the local model with von serve.

Evidence 1 ↗ · Evidence 2 ↗

Limits to consider

Specialized domains need explicit criteria; bare labels can leave the model relying on generic language priors.

Evidence 1 ↗

Repository description

The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.

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
2026-09-26
GitHub stars
744
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: fb6e7a937e4fc6b6e72b2ce5035edd56bc370e54

Discovered through: awesome-jev, typesafe-field-guide, github-search.

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