DiffusionGemma

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DiffusionGemma — an open-weight diffusion language model fine-tuned from the MoE Gemma 4

Why it matters

Shows a path to obtaining a diffusion model with less than 10% of the original token budget; about 1,500 tok/s on a single H100

Source — Primary sources first; secondary reports are labelled “Press”

Paperarxiv.orghttps://arxiv.org/abs/2608.00146

Added in Week 35, 2026 · See that week

On the map — ㉔ Diffusion Language Models line

  1. Previous stopMercury
  2. This record · stopDiffusionGemma
  3. Next stopResearchers propose register tokens to pass reasoning state in diffusion LMs
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In the model family tree — Gemma family · 7 versions

  1. Earlier versionGemma 4
  2. This recordDiffusionGemma
  3. Later versionEmbeddingGemma 2
See the whole Gemma family

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Nearby on the same axis

Researchers propose register tokens to pass reasoning state in diffusion LMsPaperHC-DLM (Hierarchical Continuous Diffusion Language Models)PaperLOWN releasedPaperInception Labs announces MercuryPaper