Stability AI has released a technical report on its latest image generation model, Stable Diffusion 3 (SD3), detailing the model’s breakthroughs. The report points out that SD3 surpasses all existing open source and commercial models in terms of image quality, aesthetic effects, and ability to understand prompt words, marking a major advancement in the field of AI image generation. This model uses an innovative multi-modal diffusion Transformer architecture and correction flow formula to significantly improve text understanding capabilities and generation efficiency.
SD3 surpasses all current open source and commercial models in terms of layout quality, aesthetic quality and prompt word understanding. The report proposes a new multi-modal diffusion Transformer architecture, which improves the system's text understanding and spelling capabilities. SD3 adopts the formula of rectified flow to make the training process more direct and with fewer sampling steps. Stability AI's technical report reveals the powerful functions and details of SD3, showing its leading position in the field of image generation.
The SD3 technical report released by Stability AI demonstrates its leading technology and innovation capabilities in the field of AI image generation. The excellent performance of SD3 heralds the further development and application of AI image generation technology in the future. It is worth looking forward to its wide application and impact in various fields. .