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Run DiffusionGemma on NVIDIA for Developer-Ready, High-Throughput Text Generation

NVIDIA Developer Blog · Jun 10, 2026 · Product Launches

Google DeepMind's DiffusionGemma brings diffusion-based, high-throughput text generation optimized for NVIDIA platforms.

Google DeepMind released DiffusionGemma, a diffusion-based text generation model optimized to run efficiently on NVIDIA platforms, aiming to overcome the token-by-token speed limits of autoregressive models. It targets real-time applications like chat assistants, copilots, and agentic workflows by improving throughput and reducing serving costs. The diffusion approach to text generation is a notable architectural signal, though this is primarily a developer-focused optimization announcement.

DiffusionGemma Google DeepMind NVIDIA text-generation inference

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