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HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training.

X. Miao, Y. Shi, H. Zhang, X. Zhang, X. Nie, Z. Yang, и B. Cui. SIGMOD Conference, стр. 470-480. ACM, (2022)

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Xiaonan Guo

Xiaonan Du

Yaru Nie

Xiaohan Nie

Heinz Nie

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TSPLIT: Fine-grained GPU Memory Management for Efficient DNN Training via Tensor Splitting.X. Nie, X. Miao, Z. Yang, и B. Cui. ICDE, стр. 2615-2628. IEEE, (2022)HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training.X. Miao, Y. Shi, H. Zhang, X. Zhang, X. Nie, Z. Yang, и B. Cui. SIGMOD Conference, стр. 470-480. ACM, (2022)Efficiently Training 7B LLM with 1 Million Sequence Length on 8 GPUs.P. Zhao, H. Zhang, F. Fu, X. Nie, Q. Liu, F. Yang, Y. Peng, D. Jiao, S. Li, J. Xue и 2 other автор(ы). CoRR, (2024)DataSculpt: Crafting Data Landscapes for LLM Post-Training through Multi-objective Partitioning.K. Lu, Z. Liang, X. Nie, D. Pan, S. Zhang, K. Zhao, W. Chen, Z. Zhou, G. Dong, W. Zhang и 1 other автор(ы). CoRR, (2024)Hetu: a highly efficient automatic parallel distributed deep learning system.X. Miao, X. Nie, H. Zhang, T. Zhao, и B. Cui. Sci. China Inf. Sci., (января 2023)Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent.X. Nie, Y. Liu, F. Fu, J. Xue, D. Jiao, X. Miao, Y. Tao, и B. Cui. Proc. VLDB Endow., 16 (12): 3781-3794 (2023)Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge.B. Xiao, C. Shi, X. Nie, F. Yang, X. Deng, L. Su, W. Chen, и B. Cui. CoRR, (2024)Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce.X. Miao, X. Nie, Y. Shao, Z. Yang, J. Jiang, L. Ma, и B. Cui. SIGMOD Conference, стр. 2262-2270. ACM, (2021)PQCache: Product Quantization-based KVCache for Long Context LLM Inference.H. Zhang, X. Ji, Y. Chen, F. Fu, X. Miao, X. Nie, W. Chen, и B. Cui. CoRR, (2024)BaichuanSEED: Sharing the Potential of ExtensivE Data Collection and Deduplication by Introducing a Competitive Large Language Model Baseline.G. Dong, D. Pan, Y. Sun, S. Zhang, Z. Liang, X. Wu, Y. Shen, F. Yang, H. Sun, T. Li и 10 other автор(ы). CoRR, (2024)

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