djev

What it is

A discrete diffusion model denoises a whole canvas per forward pass. If the canvas is seeded with the answer's fixed text and only the answer slots are left as noise, one denoise step gives a distribution over each slot. These extraargs fields (vllmxargs on the OpenAI server) expose that:

Where the decision sits

djev calls the hosted decision API rather than running its own weights. That keeps the project small and means its behaviour moves whenever the vendor ships a new model version. It also means an API key and a network round trip sit in the path of every decision.

Models it references: Jev.

How active it is

Created 2026-09-21, last pushed 2026-10-02, 115 stars and 13 forks when we read it on 2026-11-02. Everything in this category is weeks old at most, so a stale push date means something different here than it would on a mature project. Check the repository before you depend on it.