--- license: cc-by-4.0 language: - en pretty_name: The Foundation Model Transparency Index size_categories: - n<1K --- # Dataset Card for Dataset Name The Foundation Model Transparency Index is an ongoing initiative of the CRFM to comprehensively assess the transparency of foundation model developers. To learn more, please see our website and paper. - **Created by:** Center for Research on Foundation Models - **License:** [Creative Commons Attribution 4.0 International](https://github.com/stanford-crfm/fmti/blob/main/LICENSE.md) ## Dataset Sources - **Repository:** https://github.com/stanford-crfm/fmti - **Paper:** https://arxiv.org/abs/2310.12941 - **Website:** https://crfm.stanford.edu/fmti/ ## Uses Assess the transparency of foundation model developers. ## Dataset Structure - `Domain`: `Upstream` (model building), `Model` (properties and function), and `Downstream` (distribution and usage). - `Subdomain`: Data, labor, compute, methods, model basics, model access, capabilities, risks, mitigations, distribution, usage policy, feedback, and impact. - `Indicator`: Name of the indicator. - `Definition`: Question for the developers of the model. - `Notes`: Explanation of how to receive the point. - References: `Reference_1` and `Reference_2` with their corresponding `Link_1` and `Link_2`. ## Citation ``` @article{bommasani2023fmti, author = {Bommasani, Rishi and Klyman, Kevin and Longpre, Shayne and Kapoor, Sayash and Maslej, Nestor and Xiong, Betty and Zhang, Daniel and Liang, Percy}, title = {The Foundation Model Transparency Index}, month = oct, year = 2023, url = {https://crfm.stanford.edu/fmti/FMTI.pdf} } ```