Models in Neptune#
With Neptune, you can log, store, and organize your model metadata.
Log model metadata#
To log the model metadata, use the run object. Depending on your setup, you can separate the model and training metadata by creating multiple runs or log everything together.
For an example, see Log model metadata.
Organize and compare model metadata#
Runs come with rich comparison and visualization support. Use the Neptune app to:
- Organize your metadata with tags and grouping.
- View and compare your metadata with custom views, multi-run dashboards, and reports.
Migrate from model registry to experiments#
We recommend using runs to manage model metadata. Runs come with extra features such as group tags and dashboards, offering rich comparison and visualization support.
You can use the below migration script to migrate metadata from the Models section to experiments.
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