That's exactly what DiffusionGemma does. Instead of writing one word at a time (like GPT or Gemma), it generates 256 tokens simultaneously on a canvas and refines them through iterative denoising — borrowing ideas from image diffusion models like Stable Diffusion, but adapted for text.
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