cff-version: 1.2.0 message: "If UMoX helps your work, please cite this research prototype and the upstream model/runtime projects." title: "UMoX: A Quality-Gated Unified Mixture of Executors for Local AI" type: software version: 0.1.0-prototype date-released: 2026-07-27 authors: - name: "UMoX contributors" license: MIT repository-code: "https://huggingface.co/Wilsontj44/UMoX-Qwen3.6-35B-A3B-X2" keywords: - heterogeneous inference - neural processing unit - unified memory - Snapdragon X2 - large language model - quality-gated scheduling