Use Artifacts for fast, lightweight data versioning. Capture the complete picture of every step that went into training and testing your model.
Answer questions like:
- How can I reproduce this production model — with the exact same data, preprocessing, and code
- What downstream models were affected by this bad dataset version
- How does this change in data or preprocessing affect model performance