[NitpickLawyer]

Are any of these methods doable on pre-trained models? Like freeze the model and only train these add-ons? Having to redo the training runs with these optimisations doesn't sound too practical, in the great scheme of things.

[impossiblefork]

It's obviously practical for the next model you train from scratch. The point of research is obviously not to improve existing commercial products.