Untie Squared ReLU variant

·LessWrong··

1 IntroMy collaborator Michael Bukatin came up with an idea: in the hidden projection of MLP, instead of using ReLU, he would duplicate one branch, and initialize two matrices on the two branches separately, and then multiply the two element-wise, then project back as output in the feedforward layer.As a quick recap, a standard ReLU FFN is: mjx-math { display: inline-block; text-align: left; line-height: 0; text-indent: 0; font-style: normal; font-weight: normal; font-size: 100%; font-size-adjus...

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