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ByteDance's Seed team has officially released the technical report for its Seedream 3.0 text-to-image model. This model boasts significant performance improvements, representing a native high-resolution, bilingual (English and Chinese) foundational image generation model. It achieves breakthroughs in resolution, structural accuracy of generated images, and more, showing significant advantages over the previous version. The report details Seedream 3.0's performance across various dimensions. Data in the charts are normalized using the best indicator as a reference. Seedream 3.0 natively supports...

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.