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editing images is kind of a pain in the ass with these latent diffusion models if you get an image thats like 90 of what you want and you want to make like some small change to it and youre like if I could just make that some small change Id have something that I could post to Twitter and then maybe Elon Musk would notice me finally but you cant youve got the images there and you know that if you put an image to image and ask for like a small change youre going to get a big change or no change so were screwed theres no way out solution until now until now theres a new paper a new paper just dropped its called prompt to prompt image editing with cross attention control its so docHub of a paper that two minute papers took two minutes out of his day to make a video on it what were gonna do today is were going to focus on just enough technicals just enough of a technical understanding of this new technique so that were not fumbling around in the darkness and then were