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Transformer Performance: Hopfield Theory & Cross-Entropy Loss Data

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June 24th, 2025

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New Regularization-Free Energy Function for Transformer Analysis

LogSumExp Function Properties: Lemmas for Energy Functions

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machine-learning #transformer-models #associative-memory #hopfield-networks #model-generalization #attention-mechanism #cross-entropy-loss #model-scaling #neural-network-performance

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