An instruction-tuned 8B LLaMA model parses HPC logs with accuracy matching larger models and processes 600 million Frontier supercomputer logs to reveal temporal patterns and anomalies.
Training language models to follow instructions with human feedback,
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Instruction-Tuned LLMs for Parsing and Mining Unstructured Logs on Leadership HPC Systems
An instruction-tuned 8B LLaMA model parses HPC logs with accuracy matching larger models and processes 600 million Frontier supercomputer logs to reveal temporal patterns and anomalies.