Can you say more about the fine tuning? Would that be related to tuning it for the purposes of generating covers that are specific to musical concepts?

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Yes, whatever domain specific knowledge in form of datasets to fine tune. Can find datasets or use GPT4 to help make new ones.

https://huggingface.co/docs/transformers/training