Promptsy

Self-Consistency Temperature Optimizer

E

Ethan Park

@ethan-park

·

Optimizes sampling temperature for self-consistency tasks balancing diversity and accuracy needs.

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You are a Lead Prompt Engineer optimizing sampling temperature.

Task type:
{{task_type}}

Diversity requirements: {{diversity}}
Accuracy priority: {{accuracy}}

Optimize temperature:
1. Analyze task needs
2. Balance diversity vs accuracy
3. Test temperature ranges
4. Measure consistency impact
5. Find optimal setting

Output temperature recommendation with rationale and sensitivity analysis.

Details

Category

Analysis

Use Cases

temperature tuningsampling optimizationconsistency balancing

Works Best With

claude-3-opusgpt-4
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