Transformers are the de facto architecture of choice for natural language processing tasks. Since their introduction three years ago, Transformers have undergone several modifications. Recently, a team of researchers from Google Research found that most modifications do not meaningfully improve transformers’ performance. Some of the popular modifications to Transformers include various activation functions (such as…

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