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Member-only story Getting Started With NVIDIA DGX Spark: Unboxing, First Boot, Dashboard, and Running Gemma Locally A hands-on first-day setup guide for NVIDIA DGX Spark, from cables and first boot to running a Gemma model with Ollama and watching GPU utilization spike in the DGX Dashboard. Adnan Masood, PhD. Follow 16 min read · 2 days ago 2 TL;DR: Just got my NVIDIA DGX Spark and wanted to se

Developers building real-time AI—such as chat assistants, copilots, and agentic workflows—are often constrained by token-by-token generation speed. This limits responsiveness, increases serving costs, and makes fluid, interactive experiences difficult to achieve.   DiffusionGemma, created by Google DeepMind and optimized to run efficiently across NVIDIA platforms, introduces a new approach to tex

NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI The new Diffusion Gemma open model generates text in parallel — not one token at a time — and is optimized to run on the NVIDIA RTX PRO platform, NVIDIA DGX Spark systems and GeForce RTX GPUs. June 10, 2026 by Michael Fukuyama 0 Share Today, Google DeepMind released DiffusionGemma — an experimental open model built for exceptional