LLMTailor: A Layer-wise Tailoring Tool for Efficient Checkpointing of Large Language Models

Minqiu Sun, Xin Huang, Luanzheng Guo, Nathan R. Tallent, Kento Sato, Dong Dai 0001. LLMTailor: A Layer-wise Tailoring Tool for Efficient Checkpointing of Large Language Models. In Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC Workshops 2025, St Louis, MO, USA, November 16-21, 2025. pages 1366-1374, ACM, 2025. [doi]

Abstract

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