Gate Merges on Model Quality
Block a PR if the new model scores worse.
A Gate at the Merge
A quality gate blocks a pull request from merging unless the new model is good enough. It turns model quality into a hard rule, not a hope. 🚧
Why Code Tests Are Not Enough
Code can pass every test and still produce a worse model. You need a separate check on the metric, like accuracy or F1, to protect users.
All lessons in this course
- What CI/CD Means for Models
- A GitHub Actions Workflow for ML
- Gate Merges on Model Quality
- Build and Push the Image on Release