Byte Pair Encoding For Data Compression Example

Summary

Large Language Models don't actually understand language—they understand numbers. But how do we turn words into numbers ... Part of a series of video lectures for CS388: Natural Language Processing, a masters-level NLP course offered as part of the ... Unlock the power of Natural Language Processing with this in-depth explanation of This video will teach you everything there is to know about the In this lecture, we will learn about BPE is helpful for LLM models to predict the out-of-vocabulary words and reduce the memory requirement for the training dataset. In this video, we'll delve into the workings of BPE, a popular LLMs don't process words, they process tokens. What are tokens? They are groups of characters, which break down words in a ... In this video, we explain tokenization in Large Language Models (LLMs) in a beautiful, visual manner. We cover the following: (1) ... Lecture notes: kamperh.com/nlp817/notes/02_units_distance_notes.pdf Full playlist: ...