Distribution Matching Distillation

Headlines · 1

1. 3d
   Intrinsic Distribution Matching targets faster, detail-accurate image generation

   Deyuan Liu and nine coauthors submitted “Intrinsic Distribution Matching” to arXiv on October 29, 2026. The paper introduces IDM, which retains the full distribution matching distillation correction while matching feature means and per-coordinate standard deviations using the generator’s EMA copy, without an external feature encoder. The authors report LongText-Bench scores of 94.25% in Chinese and 90.20% in English at two network evaluations using Z-Image-Turbo 6B and Qwen-Image 20B.

   Hugging Face · Papers · 🔥 0

Experience and discussion from the community

Share my Distribution Matching Distillation experienceAsk about Distribution Matching Distillation