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A unified framework for interpretable elevator fault diagnosis and predictive maintenance via style-aware CoT fine-tuning

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Although Large Language Models (LLMs) have shown potential in industrial applications, they encounter significant hurdles in vertical scenarios like elevator maintenance, including hallucinations, lack of domain specificity, and an inability to interpret numer... ...