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Category: File Formats
Category: File Formats
Model Cards are standardized documentation files that accompany machine learning models, detailing their capabilities, limitations, and ethical considerations.
Model Cards follow a structured template covering model details, intended use, performance metrics, and limitations. They're typically written in Markdown with metadata in YAML.
The format includes sections for training data, evaluation results, and potential biases or failure modes.
Model Cards promote responsible AI by making model limitations transparent. They help users understand when a model is appropriate for their use case.
Platforms like Hugging Face require Model Cards, making them essential for model sharing and deployment.
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