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importantSYS.SOURCE: arXiv• 2026-08-20T13:24:32Z

DiffusionGemma: High-Speed Text Generation Using Discrete Diffusion Models

#ai#diffusion models#language models#training efficiency#inference speed

DiffusionGemma introduces a high-speed text generation model using discrete diffusion to parallelize token refinement, achieving 1,500 output tokens per second on a single H100 GPU. It combines two-stage training with supervised fine-tuning and reinforcement learning to improve generation quality and inference efficiency.

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