Self Consistency Prompting
Self-consistency prompting is a prompting technique that generates multiple independent reasoning paths for the same question, typically using chain-of-thought prompting with sampling, and selects the final answer by majority vote across those paths, improving accuracy on reasoning-heavy tasks.
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Glossary Terms(4)
Greedy Decoding
Greedy decoding is a text generation strategy in which a language model selects the single highest-probability token at each generation step, without consideri…
Top-K Sampling
Top-k sampling is a text generation strategy in which a language model restricts its choice of next token to the k highest-probability candidates at each step,…
Self-Consistency Prompting
Self-consistency prompting is a prompting technique that generates multiple independent reasoning paths for the same question, typically using chain-of-thought…
Retrieval-Augmented Fine-Tuning
Retrieval-Augmented Fine-Tuning (RAFT) is a training technique that fine-tunes a language model specifically to answer questions using retrieved documents, tea…