Transformers is a deep learning architecture that started the modern day AI bootcamp. Applications like ChatGPT uses a model called GPT which is based on the transformer architecture. In this lecture, we will understand transformer architecture in a most intuitive and simplified manner.
3b1b transformer video: https://youtu.be/eMlx5fFNoYc?si=VkGZge6facawbM94
Visual transformer explainer: https://poloclub.github.io/transformer-explainer/
⭐️ Timestamps ⭐️
0:00 Intro
1:48 Word Embeddings
9:13 Contextual Embeddings
12:12 Encoded Decoder
19:52 Tokenization Positional Embeddings
23:29 Attention is all you need
42:25 Multi-Head Attention
51:41 Decoder
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