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Subword-based tokenizers
LLM Tokenizers Explained: BPE Encoding, WordPiece and SentencePiece
SDS 626: Subword Tokenization with Byte-Pair Encoding — with @JonKrohnLearns
Character-based tokenizers
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Last Updated: June 11, 2026
Background of Subword Based Tokenizers
This video will teach you everything there is to know about the Byte Pair Encoding algorithm for In this video, we dive deep into Byte-Pair Encoding (BPE) - the popular How do large language models handle rare words, new terms, typos, code, and hundreds of languages? In this video, we break ... 00:00 Introduction (Quick Recap) 00:13 What is BPE 00:27 Step-by-Step BPE Algorithm Example 01:08 Why BPE Works 02:28 ... LLMs don't process words, they process tokens. What are tokens? They are groups of characters, which break down words in a ... Video begins with NLSea preamble, talk begins at 3:04. Presentation resources: Presentation slides: ...
Welcome to Lecture 29 of the course "Large Language Models" by Prof. Mitesh M.Khapra. Full Course: ... In the last lecture, we built our own TinyGPT LLM from scratch using manual This video will teach you everything there is to know about the WordPiece algorithm for Welcome to Lecture 28 of the course "Large Language Models" by Prof. Mitesh M.Khapra. Full Course: ...
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