Meta Releases Muse Glimmer, a 30B Open-Weight Agentic Model for Local Devices
Meta
On August 10, 2026, Meta Superintelligence Labs released Muse Glimmer, a 30-billion-parameter open-weight agentic model designed to run on a single consumer GPU or high-end Apple Silicon Mac, with a 120K+ context window and Apache 2.0 license. It targets always-on local agent workflows including coding, tool-calling, and multimodal reasoning, with quantized builds fitting in 20-24GB of memory.
Why it matters
Pushes agentic-model capability down to consumer hardware, letting developers run persistent local coding/reasoning agents without cloud infrastructure.
Importance: 3/5
Notable open-weight model release from a major lab (Meta) targeting a new deployment niche (consumer-hardware agentic models).