Prompting

Self-Consistency

Self-consistency generates multiple responses using the same prompt and votes on the answer. This reduces reliance on a single potentially flawed reasoning. Self-consistency is simple: generate multiple completions, count votes. Majority vote improves reliability. Self-consistency is practical when generation is cheap. Diversity in responses determines effectiveness. Self-consistency is a simple accuracy improvement.