Chinese researchers have introduced a groundbreaking compression technique aimed at addressing the hardware constraints associated with deploying large language models (LLMs). This new approach, termed ShortGPT, has been developed by experts from Baichuan Inc. and the Chinese Information Processing Laboratory Institute of Software, Chinese Academy of Sciences. The method builds upon existing pruning techniques, offering