Qihao Zhao
1 indexed paper
Recent (6 mo)
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126
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AI×1NLP×1
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2026
Demystifying Data Organization for Enhanced LLM Training
This paper proposes four guidelines and two novel data ordering methods (STR and SAW) to systematically optimize data organization, significantly enhancing the stability and performance of LLM training.
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Papers
cs.AIcs.CLRecentMay 28, 2026
Demystifying Data Organization for Enhanced LLM Training
Yalun Dai, Yangyu Huang, Tongshen Yang, Yonghan Wang +7 more
This paper proposes four guidelines and two novel data ordering methods (STR and SAW) to systematically optimize data organization, significantly enhancing the stability and performance of LLM trainin…
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