Meta Superintelligence Labs announced the release of Muse Glimmer, a large language model with 30 billion parameters designed for always-on local agent workflows. The model features open-source weights under an Apache 2.0 license and is built to run on a single consumer GPU, suitable for local coding agents, LLM-as-a-judge evaluation, and other uses. Muse Glimmer was trained and evaluated for end-to-end agentic task completion, multi-step reasoning, and optimized for local deployments. Additional details are available at research.meta.ai, and the model can be downloaded from Hugging Face. ollama 0.32.7 is among the open-source software updated today for Muse Glimmer support.