Meta Muse Glimmer brings local AI agents to consumer GPUs

Meta is releasing Muse Glimmer under an Apache 2.0 licence for local AI agents that can run on a consumer GPU.

The company’s  Superintelligence Labs has released the 30-billion-parameter model’s weights on Hugging Face. Meta says developers can use it for local coding, function calling, local agents, and LLM-as-a-judge evaluation.

The release targets an operational constraint facing AI teams: cloud-hosted models need network access and central infrastructure. Meta instead pitches Muse Glimmer for workloads that require an on-device model, including personal agents with access to schedules, messages, files, and other private context.

Meta Muse Glimmer leads several agent task benchmarks

Meta’s benchmark tests put Muse Glimmer ahead of Gemma4-31B and Qwen3.6-27B on five of eight general-agentic benchmarks. The model scored 75.5 on MCP Atlas. Gemma4-31B reached 54.2, and Qwen3.6-27B recorded 62.5.

DeepSearch QA follows a similar pattern. Meta reports a score of 74.6 for Muse Glimmer, against 61.7 for Gemma4-31B and 71.1 for Qwen3.6-...