A model card is a plain document that comes with a model, a bit like a nutrition label. It explains what the model was built for, how it was tested, its known limits, and where it might behave unfairly or unsafely. The idea is to give people honest information so they can decide whether the model fits their use.
For example, A model card might warn that a model performs worse in languages other than English.