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Diffusion Models. Flux.1, SANA, Lumina-Next, Stable Diffusion SD 3.5 As of early 2026, the diffusion model landscape has shifted decisively from U-Net based architectures (like SD 1.5/SDXL) to Diffusion Transformers (DiT) combined with Flow Matching. The current "meta" focuses on simplifying the noise schedule (Rectified Flow) and scaling up ...
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