The concept of Diffusion Transformer explained. Plus the forward and backward diffusion process and the critical dimensionality of the latent space. Detailed explanation how noise is added from a Gaussian distribution and outlook on further devs for Diffusion based Text-to-Image models. Plus: Rectified Flow as a new tech implementation in Stable Diffusion 3.

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