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About Sana

Several Core Design Details for Efficiency

    •   Deep Compression Autoencoder: - We introduce a new Autoencoder (AE) that aggressively increases the scaling factor to 32. + We introduce a new + Deep Compressinon Autoencoder (DC-AE) that aggressively increases the scaling factor to 32. Compared with AE-F8, our AE-F32 outputs 16× fewer latent tokens, which is crucial for efficient training and generating ultra-high-resolution images, such as 4K resolution.