@article{maximumredundancypruningaprincipledriven, title = {Maximum Redundancy Pruning: A Principle-Driven Layerwise Sparsity Allocation for LLMs}, author = {Chang Gao and Kang Zhao and Jianfei Chen and Liping Jing}, year = {2025}, eprint = {2503.18377}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.18377v1}, }