The Downloads tab allows you to download model artifacts—chart/graph PNGs and model data—in a single ZIP file. To access and download these artifacts, select a model on the Leaderboard and click Predict > Downloads.
The Downloads tab previously contained Scoring Code for downloading. Scoring Code is now available from the Leaderboard or a deployment. The artifacts available depend on your installation and which features are enabled.
Download Exportable Charts: Click the Download link to download a single ZIP archive containing charts, graphs, and data for the model. Charts and graphs are exported in PNG format; model data is exported in CSV format. To save individual charts and graphs, use the Export function.
If Feature Effects is computed, you can export the chart image for individual features. If you choose to export a ZIP file, you will get all of the chart images and the CSV files for partial dependence and predicted vs. actual data.
MLOps package: Download a package for DataRobot MLOps containing all the information needed to create a deployment. To use the model in a separate DataRobot instance, download the model package and upload it to the Model Registry of your other instance.
Accessing the MLOps package directs you to the Deploy tab. From there, you can download your model as a model package file (
MLPKG). Once downloaded, you can use the model in a separate DataRobot instance by uploading it to the Model Registry of your other instance.
For full details, see the section on model transfer.
DataRobot’s exportable models and independent prediction environment option, which allows a user to export a model from a model building environment to a dedicated and isolated prediction environment, is not available for managed AI Platform deployments.