Meta releases Muse Glimmer, a 30B open-weight agentic model that runs on one consumer GPU

giffmana · x · 2026-10-21

Meta published a technical report for Muse Glimmer, a 30B open-weight model built for agentic tasks on consumer hardware. At 4-bit precision it runs at practical speeds on a Mac or PC with a single consumer GPU (32GB class), and Meta claims it leads comparably-sized open models on tool use and multi-step planning. The report covers architecture, distillation recipe, and quantization details.

Related event: Meta Open-Sources Muse Glimmer 30B, an On-Device Agent Model(5 posts)→

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