Mastering Positional Encoding: Geometry of the Transformer
Master the math behind positional encoding. Explore permutation invariance, sinusoidal manifolds, and how geometric signals enable sequence length extrapolation.
Content adapted from Attention Is All You Need by Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Łukasz Kaiser, Illia Polosukhin.Original Source