Skip to main content

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.