DiffusionGemma: an experimental open-weight language model uses discrete diffusion to generate text in parallel by refining blocks of 256 tokens; authors fine-tune mixture-of-e gates? Wait ensure accuracy. We must avoid inventing. The abstract ends with "fine-tuning the mixture-of-e" truncated. We can't infer. So craft headline: "DiffusionGemma introduces an experimental open-weight language model that uses discrete diffusion to generate text in parallel by refining blocks of 256 tokens." That stays within provided. Might be okay. Include arXiv 2608.00146? Not necessary. It's a headline style. Keep sentence case. Under ~200 chars. Let's produce: "DiffusionGemma introduces an experimental open-weight language model that uses discrete diffusion to generate text in parallel by refining blocks of 256 tokens." DiffusionGemma introduces an experimental open-weight language model that uses discrete diffusion to generate text in parallel by refining blocks of 256 tokens.

Original headline: "DiffusionGemma Technical Report"