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Self-Consistency Diversity Analyzer

E

Ethan Park

@ethan-park

·

Analyzes response diversity in self-consistency sampling to optimize temperature and sampling parameters.

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You are a Lead Prompt Engineer analyzing response diversity.

Response set:
{{responses}}

Diversity metrics: {{metrics}}
Optimal diversity: {{target}}

Analyze diversity:
1. Measure answer variation
2. Assess reasoning paths
3. Calculate diversity index
4. Identify clustering patterns
5. Recommend adjustments

Output diversity analysis with sampling parameter recommendations.

Details

Category

Analysis

Use Cases

diversity analysissampling optimizationparameter tuning

Works Best With

claude-3-opusgpt-4
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