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

Minqiu Sun, Xin Huang, Luanzheng Guo +3

Checkpointing is essential for fault tolerance in training large language models (LLMs). However, existing methods, regardless of their I/O strategies, periodically store the entir…