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Zalando data and model card templates #20

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@aloosley aloosley commented Aug 31, 2023

At Zalando, we began a small initiative to develop documentation content templates for datasets and models used in AI/ML systems. Goals included (not an exhaustive list):

  • templates that made our models and datasets more transparent in a standardized manner, helping us develop more responsible AI/ML systems
  • templates for documentation that could be understood by both documentation writers and consumers

Based heavily on the templates found here, we made updates and tested them soliciting reviews and feedback from five different internal teams working on AI/ML systems. In this pull request, the community can find the resulting Data and Model Card Templates based on this work, which can be used in conjunction with the examples and tools found in this repository.

Direct credit for this work goes to Alex Loosley, Pak-hang Wong, Rocco Meresca, and Håkan Jonsson.

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google-cla bot commented Aug 31, 2023

Thanks for your pull request! It looks like this may be your first contribution to a Google open source project. Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).

View this failed invocation of the CLA check for more information.

For the most up to date status, view the checks section at the bottom of the pull request.

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