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

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cs.SE2024

AutoCheck: Automatically Identifying Variables for Checkpointing by Data Dependency Analysis

Xiang Fu, Weiping Zhang, Xin Huang +4

Checkpoint/Restart (C/R) has been widely deployed in numerous HPC systems, Clouds, and industrial data centers, which are typically operated by system engineers. Nevertheless, ther…