Meta released Muse Glimmer, a 30B open-weight agent model designed for always-on local execution on Macs and PC GPUs. Quantizing under 20GB and paired with a DFlash speculative drafter, it autonomously discovers local services, codes HTML/CSS/JS dashboards, and deploys servers under Apache 2.0.

Key Takeaways

  • ✓30B Apache 2.0 open weights tailored for offline execution on consumer Mac and PC hardware.
  • ✓Quantizes below 20GB with DFlash speculative drafting for sub-second agent responses.
  • ✓Demonstrated autonomous local service discovery, frontend UI generation, and local deployment.
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