First, the assistant model auto-regressively generates a sequence of \\( N \\) *candidate tokens*, \\( \hat{\boldsymbol{y}}_{1:N} \\). In the diagram below, the assistant model generates a sequence of 5 candidate tokens: `The quick brown sock jumps`. While these candidate...