Model Compression

ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
We investigate the redundancy within Transformer layers and propose an effective layer-based pruning method.
Xin Men, Mingyu Xu, Qingyu Zhang, Qianhao Yuan, Bingning Wang, Hongyu Lin, Yaojie Lu, Xianpei Han, Weipeng Chen
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ShortGPT: Layers in Large Language Models are More Redundant Than You Expect