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.

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}
}