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model compression (2) approximate memorization (1) layer-adaptive sparsity (1) normalization (1) pruning metric (1) magnitude-based pruning (1) neural network (1) large language model (1) activation outlier (1) relu activation (1)

Papers

BaWA: Automatic Optimizing Pruning Metric for Large Language Models with Balanced Weight and Activation ICML 2025 A Simple and Effective Pruning Approach for Large Language Models ICLR 2024 Layer-adaptive Sparsity for the Magnitude-based Pruning ICLR 2021 Network size and size of the weights in memorization with two-layers neural networks NeurIPS 2020