from transformers import AutoTokenizer, AutoModel
  
  tokenizer = AutoTokenizer.from_pretrained("nreimers/BERT-Small-L-4_H-512_A-8")
  
  model = AutoModel.from_pretrained("nreimers/BERT-Small-L-4_H-512_A-8")
              

  git lfs install
  git clone https://huggingface.co/nreimers/BERT-Small-L-4_H-512_A-8
  

    # 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