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?
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Neural Machine Translatin of Rare Words with Subword Units Paper
https://arxiv.org/pdf/1508.07909
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