decision-model

FluidUse

+220

Local computer use on Apple silicon: on-device typed decisions with laya and form filling with CUA-S1-FORMS, driven through the macOS Accessibility API

laya

+1.4k

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.

kev

+433

Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own

AnyJev

+183

Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welcome any issue and PR request)

feder-cr/jev

+93

jevos: an open-source alternative to Jev and Microsoft-Decision-1. Yes/no decisions, choices and scores with probabilities, on your laptop's CPU.

laya-mlx

+95

Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.

OmniJev/OneJev

+39

🚀🚀 A multimodal System One decision model that gives calibrated answers to typed questions about screens, photos, video and text in one forward pass.

wfzyx/von

+36

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

awesome-jev-projects

+25

Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync