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Training Overhead Ratio: A Practical Reliability Metric for Large Language Model Training Systems
14 August 2024
Ning Lu
Qian Xie
Hao Zhang
Wenyi Fang
Yang Zheng
Zheng Hu
Jiantao Ma
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Papers citing
"Training Overhead Ratio: A Practical Reliability Metric for Large Language Model Training Systems"
2 / 2 papers shown
Safe Delta: Consistently Preserving Safety when Fine-Tuning LLMs on Diverse Datasets
Ning Lu
Shengcai Liu
Jiahao Wu
Weiyu Chen
Zhirui Zhang
Yew-Soon Ong
Qi Wang
Ke Tang
371
17
0
17 May 2025
Hardware-Aware DNN Compression for Homogeneous Edge Devices
Kunlong Zhang
Guiying Li
Ning Lu
Peng Yang
Shengcai Liu
338
2
0
25 Jan 2025
1
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