Appendix

Appendix A: User Study

Full text responses to key questions

How would you define model cards?

Insight: Respondents had generally similar views of what model cards are: documentation focused on issues like training, use cases, and bias/limitations

What do you like about model cards?

What do you dislike about model cards?

Other key new insights

Appendix B: Landscape Analysis

Overview of the state of model documentation in Machine Learning

MODEL CARD EXAMPLES

Examples of model cards and closely-related variants include:

MODEL CARDS FOR LARGE LANGUAGE MODELS

Large language models are often released with associated documentation. Large language models that have an associated model card (or related documentation tool) include:

MODEL CARD GENERATION TOOLS

Tools for programmatically or interactively generating model cards include:

MODEL CARD EDUCATIONAL TOOLS

Tools for understanding model cards and understanding how to create model cards include: