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x k. Similarly, the query vector is multiplied with a matrix Mq (Query matrix)., and the Values vectors are multiplied with Values matrix Mv. All the values in these matrices Mk, Mq, and Mv can now be trained by the neural network, and give much better context than just using self-attention. Again