Meta returns to the open source ecosystem with the release of Muse Glimmer, a 30B open-weight dense model with a 120K+ context window built for local AI agentic work.

Optimized to run across a range of NVIDIA edge, desktop, and workstation AI platforms, Muse Glimmer delivers 20K tokens/sec on a single GPU, enabling always-on agents to process data locally and execute complex, multi-step workflows.

Built for long-running agents, not just conversations

Most LLMs are optimized for chat , prioritizing single-turn interactions and fast time to first token—but agentic workloads demand a different approach.…