CLI tool to compare model checkpoints — weight deltas, SVD structure, diagnostic conclusions
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Updated
Mar 21, 2026 - Python
CLI tool to compare model checkpoints — weight deltas, SVD structure, diagnostic conclusions
A two-parameter Weibull lens on transformer weights — diagnose weight-magnitude distributions (shape k, scale λ) across 7 model families, and explain how λ evolves under AdamW training. Library (npm-weibull-py) + benchmark database + companion code for arXiv:2605.18898 and 2606.19367.
实验目标:验证在极简神经网络中,能否直接从训练后的权重参数中恢复出它所学习的规则
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