Dynamic BPE
Dynamic BPE: Adaptive tokenization for pre-training and fine-tuning. Balances flexibility and consistency.
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Jun 2811 min read
WordPiece Tokenization: A BPE Variant
Word Piece Tokenization: Subword segmentation for NLP. Builds vocab from frequent subwords & handles rare words
Jun 277 min read
Byte Pair Encoding: Cracking the Subword Code
Byte Pair Tokenization: Efficient subword segmentation. Merges frequent character pairs, handles unseen words, scales to sentences.
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