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Surprised people don't know about this, as it has been common knowledge in the SD community [1] since october last year. Strictly speaking you don't even need cuda 11.8+ to get the speedup; it's sufficient to use cuDNN 8.6+, though you should use the newest versions for other reasons.
[1]: https://github.com/AUTOMATIC1111/stable-diffusion-webui/issu...
Or if you are using Nix use https://github.com/nixvital/ml-pkgs
outputs = { self, nixpkgs, ... }@inputs: {
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.