Muse Spark Open is a US open‑weight model featuring 816 B total parameters with 42 B active and a 1 M‑token context window. It supports text, image, video, and audio modalities and is optimized for coding, agentic workflows, long‑horizon tasks, complex software engineering, and multi‑step reasoning. The model includes additional safety post‑training evaluated under Meta’s safety framework.