A Comprehensive Guide to Tokenizing Text for LLMs
March 2024
Tokenization, the process of breaking text into smaller units called tokens, forms the foundation of how Large Language Models like BERT and GPT understand and generate human language. This article explores different tokenization algorithms, their applications in Natural Language Processing tasks, common challenges, and how they compare to other text evaluation metrics, highlighting tokenization's crucial role in bridging human and machine understanding.
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