The minbpe project aims to create clean, educational code implementations of the BPE algorithm commonly used in LLMs. It provides two Tokenizers that implement the main functionalities of BPE algorithm training, encoding, decoding, etc. The code is concise and easy to read, offering users a convenient and efficient experience. The project has gained considerable attention and attractiveness, and it is believed to play an important role in the development of LLM and NLP technologies.