Welcome Muse Spark Open: open-weight frontier multimodal mixture-of-experts model from Meta

Practical AI: Tools, Models & Frameworksopen-weightmultimodal

What changed

Following Muse Glimmer, Muse Spark Open introduces a mixture-of-experts architecture at a much larger scale, and the most capable US open-weights model to date. Meta trained Muse Spark Open for agentic coding: reading a codebase, writing and debugging code, and calling tools. Muse Glimmer, which Meta released in August, is a small dense model from the same series, ideal for running locally.

Why it matters

A concrete addition to Practical AI: Tools, Models & Frameworks: it changes what's available to builders today rather than being general commentary.

How it compares

Related prior coverage to compare against:

  • Welcome Llama 3 - Meta's new open LLM
  • Meta launches an open-weight AI model that runs on Macs
  • Meta is back with Muse Glimmer: local, agentic, multimodal, and open source

Sources