SubstationAI, a fine-tuned LLaVA-1.5-7B model augmented with a fault knowledge base, receives higher expert ratings than GPT-4 for substation fault reports, but suspected train/test overlap makes the result unreliable.
Intelligent detection method for substation insulator defects based on centermask,
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SubstationAI: Multimodal Large Model-Based Approaches for Analyzing Substation Equipment Faults
SubstationAI, a fine-tuned LLaVA-1.5-7B model augmented with a fault knowledge base, receives higher expert ratings than GPT-4 for substation fault reports, but suspected train/test overlap makes the result unreliable.