 to decode the latents into images. Kandinsky 2.2 improves on the previous model by replacing the image encoder of the image prior model with a larger CLIP-ViT-G model to improve quality. The image prior model was also retrained on images with different resolutions and aspect ratios to generate higher-resolution images and different image sizes. Kandinsky 3 simplifies the architecture and shifts away from the two-stage generation process involv