Module consistency 

Self-Consistency Module

Implements scientifically-proven self-consistency voting mechanism based on Wang et al. (2023) “Self-Consistency Improves Chain of Thought Reasoning”

Key findings from research:

• GSM8K: +17.9% accuracy improvement
• SVAMP: +11.0% accuracy improvement
• AQuA: +12.2% accuracy improvement

Reference: https://arxiv.org/abs/2203.11171

Structs

ConsistencyResult

Result of self-consistency voting

ReasoningPath

A single sampled reasoning path

SelfConsistencyConfig

Self-Consistency configuration

SelfConsistencyEngine

Self-Consistency Engine

Enums

VotingMethod

Voting methods for self-consistency