from transformers import PreTrainedTokenizerFast

tokenizer = PreTrainedTokenizerFast(
    tokenizer_file="tokenizer.json",
    unk_token="<unk>",
    pad_token="<pad>",
    cls_token="<cls>",
    sep_token="<sep>",
    mask_token="<mask>"
)