Sunny Guha
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May 25, 2026
What RMSNorm Actually Does (And Why You Can't Replace It With a Point-wise Norm)
An empirical dissection of normalization in transformers, and why the backward coupling, not the forward rescaling, is what makes RMSNorm work.