A visual introduction to tokenization in LLMs | Byte Pair Encoding Algorithm

In this video, we explain tokenization in Large Language Models (LLMs) in a beautiful, visual manner. We cover the following: (1) Stages of building an LLM (2) Word based tokenization and it's disadvantages (3) Character based tokenization and it's disadvantages (4) Sub-word based tokenization (5) Byte Pair Encoding (BPE) and how it works? ==================================================== Neural Machine Translatin of Rare Words with Subword Units Paper https://arxiv.org/pdf/1508.07909 ==================================================== Connect with Mayank Linkedin:   / mayankpratapsingh022   Twitter/X: https://x.com/Mayank_022