A 7-billion-parameter multimodal model fine-tuned on 2,500 expert critiques of data visualizations matches or beats much larger models at identifying visualization defects.
LIDA: A tool for automatic generation of grammar-agnostic visualizations and infographics using large language models
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VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation
A 7-billion-parameter multimodal model fine-tuned on 2,500 expert critiques of data visualizations matches or beats much larger models at identifying visualization defects.