conftrace_

one-shot pruning

6 papers

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Co-occurring keywords

model pruning (237) model compression (3302) large language model (13587) operator splitting (16) conjugate gradient method (10) sparse language model (3) perplexity reduction (7) multilingual model (925) channel-wise quantization (3) generative pretrained transformer (7)

Papers

Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism COLING 2025
Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks AAAI 2025
M-Wanda: Improving One-Shot Pruning for Multilingual LLMs EMNLP 2025
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models NIPS 2024
SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot ICML 2023
OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization AAAI 2021