|
--- |
|
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](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} |
|
} |
|
``` |
|
|
