2.1Basic
Generate fixed classifications and creative drafts.
The reproducibility requirements differ.
Choose two settings.
× Incorrect
Use low randomness and reproducibility controls for fixed tasks, and evaluate quality and safety when increasing diversity for creative tasks.
Detailed explanation
CorrectEvaluate low randomness and fixed-seed controls for deterministic tasks
Output variation can be reduced.
IncorrectDifferent random settings always produce identical output
Generation can vary.
IncorrectHigher temperature always improves factuality
Diversity and accuracy are different.
CorrectEvaluate quality and safety when increasing temperature or candidate range
Diversity is balanced with risk.
Check official documentation
Compare the following points with the official documentation.
AWS公式AIF-C01 Domain 2.1の生成パラメータ、ランダム性、モデル評価を確認する。
Official references
What to confirm
定型処理と創作処理で生成の揺らぎを要件に合わせて調整できる。
Key points
- Temperature
- Diversity
- Reproducibility
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
- Compare the definition with the AIF-C01 objective and the service documentation before applying it.
- Keep the concept separate from a particular answer choice or implementation step.
Foundation review
Temperature
A generation parameter that changes the spread of probabilities used to select tokens.
Determinism
The tendency for the same input and settings to produce the same output.
Question IDAWS-AIF-337
EnvironmentAWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認
Last technical review2026-08-20
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