Change the Product, Keep the Parameters: Associative Algebra Layers for Transformers
Algebraic Transformer layers raise small-model generation throughput 6.2-7.8% but lower downstream scores.
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Algebraic Transformer layers raise small-model generation throughput 6.2-7.8% but lower downstream scores.
Researchers prove rank-r additive masks for outsourced matrix multiplication achieve maximal-correlation secrecy of at most q^-r, with a matching lower bound.
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