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Large language models
Per-Matrix Optimality Is Not Enough: Three-Level Optimization for Low-Rank LLM Compression
Per-matrix singular value decomposition (SVD) truncation is Eckart-Young optimal in the whitened Frobenius norm, but errors from …
Huicheng Zhang
,
Xiyao Feng
,
Ze-Tong Li
,
Chengkai Zhu
,
Xiao Shi
,
Xiwei Pan
,
Jinguo Liu
,
Ge Bai
,
Xin Wang
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