The Krutrim Tokenizer, built using SentencePiece BPE, is optimized for Indian languages, English, and code, addressing challenges like rich morphology, complex scripts, and code-mixing. By employing extensive data cleanup and a balanced vocabulary, it ensures efficient tokenization for improved NLP performance across diverse Indian languages. Introduction Tokenization is a