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#stablediffusion #AI #Lora #koyass #sd #regularization #simpletutorial
#character #charactertraining #simple #simplified
Hello, This is a theoretical video about how stable diffusion works, for non technical people, in a simplified manner, it aims to give some simplified explanation of its concepts, how it was trained, its components such as VAE, U-Net, Clip, and differences between training methods and some notes about regularization.
I think it is useful to have some understanding of what happens in the background, so that we know what to expect from our training results, and what to expect when we try to generate new images in Stable diffusion... and hopefully we can do better training based on such understanding.
the video may be over simplifying the concepts, and may also contain some inaccuracies, which i tried to reduce to best of my ability.
Note: iN • stable diffusion simpl... for LoRA/LyCoris please note that Convolution rank is better 4-8 and Alpha is 1 (i mistakenly said convolution rank once again, but the settings in the image is correct)
#stablediffusionsimplified #howitworks