supermix

Supermix is the active monorepo for the current Supermix desktop app, the Omni Collective training line, specialist model experiments, benchmark tooling, and local-first packaging flow.

Tether trains a 2,762-parameter receiver over frozen digit classifiers. It compares ordinary supervised learning, donor dropout, an IIT-style intervention control, and two additional losses: matching relevant intervention effects and suppressing irrelevant or damaged-expert effects. The main comparison is Tether versus identical-data IIT, with sing

Status: experimental research model. Expanse keeps and improves Archimedes' own skills, but its new code-writing and biomedical abilities are weak after one CPU training run — see Results. Qwen has no Qwen3-Coder at 7-8B, so the official Qwen2.5-Coder-7B-Instruct was used; BioMedLM replaced BioMistral-7B.

Windows-first local AI orchestration platform that unifies multiple repos/tools into one CLI + REST API + dashboard.

Supermix Archimedes is an experimental multi-source neural model built by grafting, distilling, fine-tuning, and connecting multiple Supermix/Omni checkpoints with a learned 22-brain Fly Lab system.