A team is publishing a model card to accompany an image-classification model so that downstream adopters can judge whether it suits their own setting. They want the card to disclose the kind of information a model card is specifically intended to communicate. Which two pieces of information genuinely belong in the model card? Select TWO.
- AThe cloud invoice and monthly hosting spend the team incurred while training the model on its accelerators.
- BThe characteristics of the training data, including its sources, time range, and how representative it is of real conditions. Correct
- CThe login credentials and access keys for the private repository where the model weights are stored.
- DA marketing tagline asserting that the model is the most advanced classifier available on the market today.
- EThe model's known limitations and evaluation results, including where its accuracy is measured to degrade. Correct
Why A is wrong: Tempting as project detail, but billing figures are an internal cost matter and are not part of what a model card discloses to adopters.
Why B is correct: Training-data characteristics are a core model card section so adopters can judge whether the data resembles their own population.
Why C is wrong: This looks like provenance, but secrets must never be published and are a security matter rather than transparency content.
Why D is wrong: A slogan is promotional filler, whereas a model card is meant to give factual, checkable disclosures rather than sales claims.
Why E is correct: Documenting limitations and evaluation outcomes lets adopters see where the model is reliable and where it fails before they use it.