Is there a way to use GPU instead of CPU for BERT tokenization?

Question

I\'m using a BERT tokenizer over a large dataset of sentences (2.3M lines, 6.53bn words):

#creating a BERT tokenizer
tokenizer = BertTokenizer.from_pretrained(\'b