We recently published a new demo video demonstrating the key features of the model card validation action developed at the University of Helsinki.
The ultimate goal is to ensure that every model promoted from the experimentation phase to production is accompanied by an up-to-date model card. This tool helps by adding an automated testing step (the validation action) to an MLOps pipeline, where the existence, structural integrity, and syntactical validity of the model card are confirmed.
Key features demonstrated:
- Validation of the model card
- Creating custom rules
- Creating custom functions for the rules
- Using the MLflow integration
Source code: https://github.com/CompliancePal/mode…
More information on usage: https://modelcards.compliancepal.eu/