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Attention(Q,K,V) = softmax( (Q·K^T) / sqrt(d_k) + mask ) · V

Building a Large Language Model from Scratch: A Guide to the Transformative 2021 Blueprint Build A Large Language Model -from Scratch- Pdf -2021

Attention relies on three matrices derived from the input: Queries ( ), and Values ( ). The dot product of Attention(Q,K,V) = softmax( (Q·K^T) / sqrt(d_k) + mask