Generate compliance documentation for a registered model version¶
After you register a DataRobot or custom model, you can generate automated compliance documentation. Compliance documentation provides evidence that the components of the model work as intended, the model is appropriate for its intended business purpose, and the model is conceptually sound. This individualized model documentation is especially important for highly regulated industries. For the banking industry, for example, the report can help complete the Federal Reserve System's SR 11-7: Guidance on Model Risk Management. After you generate the compliance documentation, you can view it or download it as a Microsoft Word (DOCX) file and edit it further. You can also create specialized templates for your organization.
Compliance documentation sharing
When registered models are shared with another user, if the user has compliance documentation enabled, the compliance documentation generated for that model is also shared. In addition, to access the compliance documentation generated for a text generation model, the user must have generative AI experimentation enabled.
To generate compliance documentation from the Registry:
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On the Models tab, in the table of registered models, click the registered model containing the version you want to generate compliance documentation for, opening the list of versions.
Compliance documentation compatibility
You can generate compliance documentation for DataRobot models and some custom models, including text generation models exported from the playground or assembled in the Registry. Compliance documentation is not available for external models or custom global models. Custom templates (from the template builder) for text generation models do not support time series or non-time series models, only text generation models.
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In the list of versions, click the version you want to generate compliance documentation for, opening the registered model version panel.
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Click the Documents tab. If you've already generated compliance documentation, you can click the Actions menu next to the document to Preview, Download, or Delete the document:
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To generate a new document, click + Generate document, select a template from the DataRobot Templates or Custom Templates list, and click Generate:
The document appears in the Template list with an In queue and then Generating status. After it builds, you can Preview, Download, or Delete the document.