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Neural intel Pod

Is Residual Scaling Obsolete? Introducing Attention Residuals

Mar 17, 2026 · 00:09:43
AI Summary
  • Attention Residuals (AttnRes) replace fixed additive residuals with learned, input-dependent softmax attention.
  • AttnRes treats model depth like a Transformer sequence, addressing the 'PreNorm dilution' problem.
  • This new architecture from the Kimi Team offers a potential improvement over standard residual connections.

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