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Experiment Tracking

Predibase supports experiment tracking via Model Repositories and performance analysis in the SDK and in the Predibase UI.

Training Logs & Metrics in the SDK & UI

When training in the SDK, you can get a stream of updates and metrics.

After kicking off a training job in the SDK, you'll be provided with a link to the Model Version Page for that model. From there, the Predibase UI offers various visualizations and charts to help you analyze and compare model performance.

Model Repositories

Predibase takes a GitOps-style approach to model building and iteration. This theme is evident with the ideas of model repositories, version lineage, and version diffs throughout the platform.