@johannesstutz @Pomo
Thank you both for your tipps. So it seams like fastai is not the way to go for this problem. I thaught there would be a way to make this work with MultiCategoryBlocks, because in the linked post @sgugger recommended MultiCategoryLists, which i thaught were a predecessor to the Blocks API.