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College of Computing and Data Science, Nanyang Technological University, Singapore, Interdisciplinary Graduate Programme, Nanyang Technological University, Singapore
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Jointly pruning dependent units in LLMs can lead to more effective model compression without the need for fine-tuning, challenging conventional independent pruning methods.