Muse Glimmer — essentially an open-weight version of Meta’s Muse Spark — is a 30 billion parameter model that can run on a Mac or PC with a single graphics card, allowing users to generate code, text, and images. While bigger parameter counts doesn’t necessarily mean better performance, Glimmer’s 30 billion is notably smaller than models from Chinese rivals, including Alibaba’s Qwen3.8-Max (2.4 trillion) and Moonshot AI’s Kimi K3 (2.8 trillion). [Link: Introducing Muse Glimmer: An Open Agentic Model That Runs on Your Device | https://research.meta.ai/blog/introducing-muse-glimmer-open-agentic-model | Meta AI Research]

The need for at least 24GB of VRAM to run Muse Glimmer is just one factor that makes its value challenging to determine.

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Meta released Muse Glimmer on 10 August 2026, a 30-billion-parameter open-weight agentic model published under an Apache 2.0 licence. Quantised to under 20GB, it runs local agents…