Holmes: Towards Distributed Training Across Clusters with Heterogeneous NIC Environment

Fei Yang, Shuang Peng, Ning Sun +5

Large language models (LLMs) such as GPT-3, OPT, and LLaMA have demonstrated remarkable accuracy in a wide range of tasks. However, training these models can incur significant expe…