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princeton-nlp / tree-of-thought-llm

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Home Page:https://arxiv.org/abs/2305.10601

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'value_prompt' and function 'propose_score'

zijianh4 opened this issue · comments

commented

Hi,
Thanks for your valuable work in prompting. I looked into the notebook bfs+ToT for the Crosswords game and I noticed that the imported 'value_prompt' and function 'propose_score' seem not used when calling dfs function. Since the bfs search with ToT in other tasks all has a generation step and an evaluation step. I am a little bit confused with this part in dfs+ToT but this part only calls GPT once in the function 'get_candidates_to_scores'. Could you please explain it to me? Thanks!