Model Registry & Versioning
Artefact lineage, promotion gates, rollback, and versioning models and their data together.
5concepts
60flashcards
35minutes of reading
- 01 Model Cards and Intended Use What documentation a model version needs to be safely reused by someone who did not build it, why disaggregated evaluation is the substantive part, and how model cards become checkbox exercises.
- 02 The Registry as a Promotion Gate Why a model registry is a workflow rather than a storage location, what a stage transition should require, and the difference between a registry that records decisions and one that enforces them.