Effortless pipeline tracking and production model management
Lightweight pipeline
We take care of your end-to-end machine learning pipeline - data preparation, data versioning, training, and evaluation - with a simple dashboard.
Dataset versioning
Understand the changes associated with datasets using sophisticated checksums and diffs tracking.
Securely record every version of your dataset - dependency, configuration, production - with just a line of code.
Simple Management
Add just a few lines to your scripts and we’ll build a dependency graph for you, locally or in the cloud.
Incremental processing
Auto detect diffs, visualize the data versions, and optimize the pipeline.
Data Privacy
Artifacts use secure API-level access control. We can also track references URL to private buckets without sending file contents to W&B.
Reach out to learn more about Artifacts
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