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Prompting

2 posts tagged Prompting.

Chain-of-Thought Prompting: What the Wei et al. Paper Actually Says

CoT prompting is everywhere. Most engineers treat it as a free latency-for-accuracy trade. The Wei et al. paper is more specific — and more limiting — than that.

Tree of Thoughts: What the Paper Actually Says About LLM Search

Chain-of-thought is one path through a reasoning problem. Tree of Thoughts is a search over many paths. The NeurIPS 2023 paper shows 74% vs 4% on certain benchmarks. The production story is harder.