most citedDAPO: An Open-Source LLM Reinforcement Learning System at Scale

14 citations · 18 across the 8 of their papers we have counts for

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cs.DC2025

Verify Distributed Deep Learning Model Implementation Refinement with Iterative Relation Inference

Zhanghan Wang, Ding Ding, Hang Zhu +2

Distributed machine learning training and inference is common today because today's large models require more memory and compute than can be provided by a single GPU. Distributed m…

cs.DC2024★ 1 cited

Minder: Faulty Machine Detection for Large-scale Distributed Model Training

Yangtao Deng, Xiang Shi, Zhuo Jiang +12

Large-scale distributed model training requires simultaneous training on up to thousands of machines. Faulty machine detection is critical when an unexpected fault occurs in a mach…