metadata

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

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}
}