Regarding fine-tuning the models (text models) in the API. https://platform.openai.com/docs/guides/fine-tuning — for fine tuning are the base model layers frozen, so this is prompt-tuning?
#fine-tuning: are base model layers frozen?
uncut tinsel
kindred hedge
I am presuming it is prompt-based learning. So they aren't.