Temperature and Top-P are API parameters that control how deterministic or creative Claude's responses are.
Temperature
- Range: 0.0 to 1.0
- Low (0.0–0.3): Focused, consistent, factual answers
- High (0.7–1.0): Creative, varied, exploratory answers
Top-P (nucleus sampling)
- Controls diversity of token selection
- Anthropic recommends adjusting one parameter at a time, not both
Reference:
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