Decoder AI & Data Terms

Model Card

STANDARD DEFINITION · CACHED

A is a structured document that supports transparency and accountability in by describing a model’s intended uses, limitations, and . The approach was introduced by researchers at in “Model Cards for Model Reporting,” first posted in 2018 and published at the 2019 ACM Conference on Fairness, Accountability, and Transparency. Serving as a technical “nutrition label,” a model card can include composition, the used, evaluation methods, and results across relevant demographic groups and operating conditions. By documenting potential , ethical considerations, and, where available, environmental impact, model cards help developers and end users assess whether a model is suitable for a particular context. Although their format and completeness vary rather than follow a single mandatory standard, model cards are widely used and supported by organizations such as as a practice for development.

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