Meta AI released Muse Glimmer, an Apache 2.0 licensed 30B open-weights model engineered for always-on local desktop agents under 20GB VRAM with DFlash speculative acceleration.

Key Takeaways

  • ✓Released under permissive Apache 2.0 license with public weights and developer guides on Hugging Face;
  • ✓Tuned specifically for agent loops to autonomously discover devices, query APIs, and build local web apps;
  • ✓DFlash speculative decoding maintains high-throughput interactivity on consumer-grade Macs and PCs.