from transformers import AutoTokenizer, DPRQuestionEncoder
						
						tokenizer = AutoTokenizer.from_pretrained("facebook/dpr-question_encoder-single-nq-base")
						
						model = DPRQuestionEncoder.from_pretrained("facebook/dpr-question_encoder-single-nq-base")
					
				

					

					git lfs install
					git clone https://huggingface.co/facebook/dpr-question_encoder-single-nq-base
					

						# if you want to clone without large files – just their pointers
						# prepend your git clone with the following env var:
					
					GIT_LFS_SKIP_SMUDGE=1