Positional embeddings in transformers EXPLAINED | Demystifying positional encodings.

Описание к видео Positional embeddings in transformers EXPLAINED | Demystifying positional encodings.

What are positional embeddings / encodings?
📺 Follow-up video: Concatenate or add positional encodings? Learned positional embeddings.    • Adding vs. concatenating positional e...  
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► Outline:
00:00 What are positional embeddings?
03:39 Requirements for positional embeddings
04:23 Sines, cosines explained: The original solution from the “Attention is all you need” paper

📺 Transformer explained:    • The Transformer neural network archit...  

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Paper 📄
Vaswani, Ashish, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Łukasz Kaiser, and Illia Polosukhin. "Attention is all you need." In Advances in neural information processing systems, pp. 5998-6008. 2017. https://proceedings.neurips.cc/paper/...

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