Why Transformers Use Sinusoidal Positional Encoding?
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Why Transformers Use Sinusoidal Positional Encoding?
Why do transformers use sinusoidal positional encoding? In this video, we derive sinusoidal positional encoding from first principles. We start with the core problem: self-attention is blind to token order. Then we build the mathematical requirements for a useful positional encoding: boundedness, injectivity, and relative-position awareness ...
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