Implementation of Kohya Hires.fix for Automatic1111
"Deep Shrink" sampling method that enhances composition at higher resolutions
Adds an option to use a new method for "hires fixing" as discovered/outlined by Kohya, providing a method to prevent the composition from collapsing when generating high resolution images. The idea is extremely simple; we know that composition is determined by timesteps that are close to noise and composition is determined by deep parts of U-Net, so we just reduce the latents in that part. I have placed the differences realized by the sd-scripts generation script.
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