SentencePiece is a language-independent subword tokenizer and detokenizer introduced by Google for neural text processing. Its open-source library is widely […]
SentencePiece: A Powerful Subword Tokenization Algorithm Read More »
WordPiece is a subword tokenization algorithm that breaks down words into smaller units called “wordpieces.” These wordpieces can be common
WordPiece: A Subword Segmentation Algorithm Read More »
Initially proposed in the seminal paper “Attention is All You Need” by Vaswani et al. in 2017, Transformers have proven
Decoding Transformers: What Makes Them Special In Deep Learning Read More »
Traditional tokenization techniques face limitations with vocabularies, particularly with respect to unknown words, out-of-vocabulary (OOV) tokens, and the sparsity of
Byte Pair Encoding (BPE) Explained: How It Fuels Powerful LLMs Read More »
