Visual Guide to Transformer Neural Networks (Series) - Step by Step Intuitive Explanation
Episode 0 - [OPTIONAL] The Neuroscience of "Attention"
• The Neuroscience of “A...
Episode 1 - Position Embeddings
• Visual Guide to Transf...
Episode 2 - Multi-Head & Self-Attention
• Visual Guide to Transf...
Episode 3 - Decoder’s Masked Attention
• Visual Guide to Transf...
This video series explains the math, as well as the intuition behind the Transformer Neural Networks that were first introduced by the “Attention is All You Need” paper.
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References and Other Great Resources
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Attention is All You Need
arxiv.org/abs/1706.03762
Jay Alammar - The Illustrated Transformer
jalammar.github.io/illustrated...
The A.I Hacker - Illustrated Guide to Transformers Neural Networks: A step by step explanation
jalammar.github.io/illustrated...
Amirhoussein Kazemnejad Blog Post - Transformer Architecture: The Positional Encoding
kazemnejad.com/blog/transform...
Yannic Kilcher UKposts Video - Attention is All You Need
www.youtube.com/watch?v=iDulh...