we do finetuning too. your number one complaint of bad dataset, we solved it by creating a better dataset optimizer than what is available in the market today. we have continual learning where you can train domain B on top of domain A and domain C on top of Domains A and B. with out catastrophic forgetting. you should try it out at modelbrew.ai , test it and compare.