OWL (LLMs for IT Operations)
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Proposes OWL, an LLM specialized for IT operations through self-instruct fine-tuning on IT-specific tasks.
IT operations focus: Targets IT-specific tasks including log analysis, incident diagnosis, config-file manipulation, and automated operations.
Self-instruct dataset: Uses a self-instruct strategy grounded in real IT tasks to construct a high-quality instruction dataset from scratch.
IT benchmark: Introduces a benchmark for evaluating LLMs on IT operations tasks, filling a gap left by general-purpose LLM benchmarks.
Enterprise deployment: Positions LLMs as practical assistants for IT operators rather than just developer copilots.
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