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Tie-Xin Ding

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#machine learning Preprint Sep 2026

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

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 over its channels, whic...

Tie-Xin Ding · 0 citations