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2024-03-06 13:03:05
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AIbase
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6.4k
Technical Report on Stable Diffusion 3 Reveals Sora-like Architecture Details
The technical report on Stable Diffusion 3 reveals that SD3 adopts the Multimodal Diffusion Transformer architecture MMDiT. SD3 introduces reweighted flow technology to enhance performance. The report discusses the scaling research of SD3 and anticipates future performance improvements along with issues and suggestions regarding the text encoder.
2024-03-06 10:23:13
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AIbase
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6.3k
Stable Diffusion 3: The Strongest Text-to-Image Generation Model Beyond Existing Systems
Stable Diffusion 3 is the most powerful text-to-image model. It adopts the MMDiT architecture, demonstrating performance that surpasses existing text-to-image generation systems. Stable Diffusion 3 excels in visual aesthetics, text adherence, and layout compared to other advanced models. The MMDiT architecture combines DiT and rectangular flow forms, processing image and language representations through independent weight sets. Stable Diffusion 3 offers flexibility.