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A Mesoscopic View of Transformer Weights Through Row and Column Scale Fields

Ding, Tiexin
arXiv (All) · Papers
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Pooled statistics of Transformer weights obscure how magnitude is distributed across functional channels, while individual weights are too numerous to compare directly. We study the mesoscopic level between them: row and column scale fields, the median-centred log-RMS profiles of a weight matrix ove
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