SOURCE-LINKED INTELLIGENCE

Automatic Model Card Generation Using an LLM

arXiv · AI, language, vision and robotics · article · Aug 25, 2026 · UTC

Model cards are structured documents that summarize key information about machine learning models to improve transparency, usability, and accountability. However, they often lack a consistent structure, and many models provide no model cards, making comparison and interpretation difficult. This paper presents two contributions. First, we propose MCTidy, an LLM-based approach that reorganizes existing model cards into a standardized template to improve clarity and comparability. Second, we introduce MCGenie, an LLM-based system that generates model cards directly from model repository data. We

Read original source ↗ Open in workspace

recordType

paper

region

Global