docs: introduce cache-dit to diffusers#12351

DefTruth wants to merge 5 commits intohuggingface:mainhuggingface/diffusers:mainfrom

xlite-dev:intro-cache-ditxlite-dev/diffusers:intro-cache-ditCopy head branch name to clipboard