Replace the foundation model used by an application.
Limit customer impact and be able to return to the previous model.
Choose two release practices.
Use canary traffic, version the model and configuration, and maintain a rollback path before full rollout.
Detailed explanation
Quality, safety, and latency can be observed before broad rollout.
Quality, safety, and latency can be observed before broad rollout.
The change is reproducible and recoverable.
The change is reproducible and recoverable.
Impact and root cause cannot be isolated.
Impact and root cause cannot be isolated.
Problems may appear with other times or input distributions.
Problems may appear with other times or input distributions.
Try it yourself
An example you can run in a temporary verification environment.
AWS公式AIF-C01 Domain 3.1・3.3のモデル評価、変更管理、監視を確認する。Expected result
モデル変更の影響を限定し、比較とロールバックを行う方法を説明できる。Key points
- Canary
- Versioning
- Rollback
Notes
- Environment: AWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認
- Command output formatting can vary slightly by distribution or tool version.
- Run the example in a temporary directory or process when possible.
Foundation review
Read the scope first
Check whether the command acts on the current shell, a new process, an existing process, or a file.
Verify the observable result
Use the supplied command and compare the output with the expected result.