RMSNorm delivers re-scaling invariance and comparable accuracy to LayerNorm while cutting computation by skipping mean subtraction, yielding 7-64% runtime reductions across tested models.
Nematus: a Toolkit for Neural Machine Translation
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Root Mean Square Layer Normalization
RMSNorm delivers re-scaling invariance and comparable accuracy to LayerNorm while cutting computation by skipping mean subtraction, yielding 7-64% runtime reductions across tested models.