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Add latent upscale #232
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A possible new feature to support described in AUTOMATIC1111/stable-diffusion-webui#5521 and huggingface/diffusers#2059 . Instead upscaling atthe image level, we can perform upscaling at the latent space level. This might help to save memory when working with even higher image resolutions
https://github.com/Hosiokaa/Latent-Space-Upscaling-Guide-
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