NVIDIA AI Updates: August 11, 2026

1. Meta’s Muse Glimmer Runs Local Agentic Workflows on NVIDIA Hardware

NVIDIA. NVIDIA detailed how Meta’s newly released Muse Glimmer, a 30-billion-parameter dense open-weight model with a 120K-plus token context window, runs locally across NVIDIA platforms including GeForce RTX 5090, DGX Spark, DGX Station and Jetson. The model is available through NVIDIA NIM containers, the SGLang and vLLM inference frameworks, and NeMo AutoModel for fine-tuning, and NVIDIA reports over 20K tokens per second per GPU at BF16/NVF4 precision on Blackwell Ultra while fitting within a single GPU’s VRAM. Because the dense architecture activates every parameter per token with no routing or expert-selection variance, it targets multi-step agentic tasks like code generation and automation that can run entirely on local hardware without cloud endpoints. Source