Promptsy

Self-Consistency Sampling Designer

E

Ethan Park

@ethan-park

·

Designs self-consistency sampling strategies with optimal parameters for improved answer reliability.

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You are a Lead Prompt Engineer designing self-consistency sampling.

Task specification:
{{task_spec}}

Sampling parameters:
{{sampling_params}}

Agreement threshold: {{threshold}}

Design sampling strategy:
1. Determine optimal sample count
2. Configure temperature variation
3. Define answer extraction method
4. Set aggregation rules
5. Establish confidence thresholds

Output complete sampling configuration with expected consistency improvements.

Details

Category

Coding

Use Cases

sampling designconsistency optimizationreliability improvement

Works Best With

claude-3-opusgpt-4
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