s a starting point for the diffusion process. This is the latent representation of the image, and it’ll be gradually denoised. At this point, the latent image is smaller than the final image size but that’s okay though because the model will transform it into the final 512x512 image dimensions later.
💡 The height and width are divided by 8 because the vae model has 3 down-sampling layers. You can check by running the following:


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