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cs.LG2024
Open-Book Neural Algorithmic Reasoning
Hefei Li, Chao Peng, Chenyang Xu +1
Neural algorithmic reasoning is an emerging area of machine learning that focuses on building neural networks capable of solving complex algorithmic tasks. Recent advancements pred…
cs.LG2024
Continuous Approximations for Improving Quantization Aware Training of LLMs
He Li, Jianhang Hong, Yuanzhuo Wu +2
Model compression methods are used to reduce the computation and energy requirements for Large Language Models (LLMs). Quantization Aware Training (QAT), an effective model compres…