Adapt a model to legal terminology and a required output format.
Decide whether examples are enough or adaptation is needed.
Choose two appropriate considerations.
First measure a baseline with instructions, examples, and a schema; consider adaptation data and reevaluation only when that is insufficient.
Detailed explanation
The benefit available without new training data becomes clear.
The benefit available without new training data becomes clear.
The choice is based on need and additional cost.
The choice is based on need and additional cost.
Unnecessary cost and data governance work are added.
Unnecessary cost and data governance work are added.
Improvement, regression, and safety cannot be compared.
Improvement, regression, and safety cannot be compared.
Try it yourself
An example you can run in a temporary verification environment.
AWS公式AIF-C01 Domain 3.1のプロンプト、モデル適応、評価を確認する。Expected result
プロンプト改善と追加適応を費用・品質・データ要件で使い分けられる。Key points
- Baseline
- Examples
- Adaptation
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.