The algorithm underlying BPE breaks down words that aren’t in its predefined
vocabulary into smaller subword units or even individual characters, enabling it to
handle out-of-vocabulary words. So, thanks to the BPE algorithm, if the tokenizer
encounters an unfamiliar word during tokenization, it can represent it as a sequence
of subword tokens or characters.
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