Khang Nguyen Le

OptiPrune: Effective Pruning Approach for Every Target Sparsity

Large language models (LLMs) have achieved notable success across various tasks but are hindered by their large size and high computational demands. Post-training pruning (PTP) offers a promising solution by reducing model size through parameter removal while preserving performance. However, current…