[core] Freenoise memory improvements (#9262)
* update
* implement prompt interpolation
* make style
* resnet memory optimizations
* more memory optimizations; todo: refactor
* update
* update animatediff controlnet with latest changes
* refactor chunked inference changes
* remove print statements
* update
* chunk -> split
* remove changes from incorrect conflict resolution
* remove changes from incorrect conflict resolution
* add explanation of SplitInferenceModule
* update docs
* Revert "update docs"
This reverts commit c55a50a271b2cefa8fe340a4f2a3ab9b9d374ec0.
* update docstring for freenoise split inference
* apply suggestions from review
* add tests
* apply suggestions from review
