QiaoLing Chen (陈巧玲)

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Master in NUS
Upcoming Ph.D in NTU, Jan.2024
Singapore
E-mail: qiaoling_chen@u.nus.edu

About me

I graduated from NUS in November 2023.
After that, I will be a Ph.D student in S-Lab Lab at Nanyang Technological University, Singapore, doing research on distributed training and inference for large models.

Publications

[Preprint]

InternEvo: Efficient Long-sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding

Qiaoling Chen, Diandian Gu, Guoteng Wang, Xun Chen, YingTong Xiong, Ting Huang, Qinghao Hu,Xin Jin, Yonggang Wen, Tianwei Zhang, Peng Sun

[pdf][Submitted to a Conference]

[Preprint]

AMSP: Super-Scaling LLM Training via Advanced Model States Partitioning

Qiaoling Chen, Qinghao Hu, Zhisheng Ye, Guoteng Wang, Peng Sun, Yonggang Wen, Tianwei Zhang

[pdf][Huggingface Daliy Paper][Submitted to a Conference]

[NSDI'24]

Characterization of Large Language Model Development in the Datacente

Qinghao Hu*, Zhisheng Ye*, Zerui Wang* ,Guoteng Wang, Meng Zhang,Qiaoling Chen ,Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang [To appear]

[OSDI'23]

Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters

Qinghao Hu, Qiaoling Chen*, Zhisheng Ye*, Meng Zhang*, Peng Sun, Yonggang Wen, Tianwei Zhang

[pdf][code][Artifact Badges: Available Functional Reproduced]

Professional Services

[EuroSys'24] Shadow Committee Member

[OSDI'23] AE Committee Member

[ATC'23] AE Committee Member