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Cohere rerank-english-v2.0
tokenizer
This is the tokenizer for the Cohere Rerank Model.
You can load it with the transformers library like this:
from transformers import AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained("Cohere/rerank-english-v2.0")
text = "Hello World, this is my input string!"
enc = tokenizer(text)
print("Encoded input:")
print(enc)
inv_vocab = {v: k for k, v in tokenizer.vocab.items()}
tokens = [inv_vocab[token_id] for token_id in enc['input_ids']]
print("Tokens:")
print(tokens)
number_of_tokens = len(enc['input_ids'])
print("Number of tokens:", number_of_tokens)