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where weights are derived according to the compatibility between a query $\mathbf{q}$ and keys $\mathbf{k}_i$.](../img/qkv.svg) :label:`fig_qkv` What is quite remarkable is that the actual "code" to execute on the set of keys and values, namely the query, can be quite concise...