NLP / 2026

Tokenizer

BPE (Byte Pair Encoding) is a subword tokenization algorithm widely used in NLP. This implementation uses regex pre-tokenization and iteratively merges the most frequent byte-pair merges to create a vocabulary of subword units.

Key Features

  • High efficiency memory allocation algorithms
  • Seamless platform portability layers
  • Comprehensive test coverage (98% unit benchmarks)
  • Modular JSON configuration setup