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Transformers process tokens in parallel — so how do they understand word order? In this video, we explore positional encodings in Transformers, starting with sinusoidal positional encodings and learnable absolute position embeddings. We begin by explaining why Transformers need positional information, and why naive indexing or normalization ...
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