large language model

Characterization of Large Language Model Development in the Datacenter
Large Language Models (LLMs) have presented impressive performance across several transformative tasks. However, it is non-trivial to …
Qinghao Hu, Zhisheng YE, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang
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Characterization of Large Language Model Development in the Datacenter
Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters
Hyperparameter tuning is an essential step in deep learning model development that provides better model performance at the cost of …
Qinghao Hu, Zhisheng YE, Meng Zhang, Qiaoling Chen, Peng Sun, Yonggang Wen, Tianwei Zhang
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Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters