Finally, there is src/transforers/__init__.py to edit so that one could do: from transformers import FSMTTokenizer, FSMTForConditionalGeneration instead of: from transformers.tokenization_fsmt import FSMTTokenizer from transformers.modeling_fsmt import FSMTForConditionalGeneration but either way ...