Unverified50% confidenceFactExact time
DiffusionGemma是首个在大规模（26B参数）上证明扩散范式可以匹敌自回归质量的工作
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/27/2026
First Seen
Valid until: 11/25/2026
Sources
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Related Claims
UnverifiedDiffusionGemma复用现成的Gemma系列（约26B）模型权重，通过监督微调和采样器蒸馏与强化学习两步改造完成转换80% similarUnverifiedThe mathematical essence of diffusion models is based on stochastic differential equations and score matching theory, underpinning image generation systems such as Stable Diffusion and DALL-E.74% similarUnverifiedBoth DALL·E 2 and Stable Diffusion are based on the principles of diffusion models.71% similarVerifiedStable Diffusion is built on the Latent Diffusion Model (LDM) architecture70% similarUnverified扩散模型生成过程在浮点数连续空间中运算，只在最终步骤才量化为整数，因此归纳偏置天然倾向于平滑渐变输出而非硬边界69% similar
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