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 h English (en)Vaswani et al. (2017) introduced the formulation used in the Transformer. Given matrices of queries <math>Q</math>, keys <math>K</math>, and values <math>V</math>:
 h Spanish (es)Vaswani et al. (2017) introdujeron la formulación utilizada en el Transformer. Dadas matrices de consultas <math>Q</math>, claves <math>K</math> y valores <math>V</math>:
 h Chinese (zh)Vaswani 等人 (2017) 提出了 Transformer 中使用的公式。给定查询矩阵 <math>Q</math>、键矩阵 <math>K</math> 和值矩阵 <math>V</math>: