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FlashNorm: Fast Normalization for Transformers

cs.LG · 2024-07-12 · accept · novelty 6.0

FlashNorm is an exact algebraic reformulation of RMSNorm plus linear projection that folds weights and defers normalization to allow parallel execution, plus scale-invariance simplifications that remove redundant norms in certain architectures.

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  • FlashNorm: Fast Normalization for Transformers cs.LG · 2024-07-12 · accept · none · ref 22

    FlashNorm is an exact algebraic reformulation of RMSNorm plus linear projection that folds weights and defers normalization to allow parallel execution, plus scale-invariance simplifications that remove redundant norms in certain architectures.