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MCT-Self-Refine-MCTSr-is-openai

A simple program of the MCT Self-Refine (MCTSr) algorithm, welcome to adapt or modify it

how to use is program?

OpenAI's API is used, and koboldcpp is used by default, which proves that the local model can also solve Mathematical Olympiad puzzles. Modify the following paragraphs according to your needs: client = OpenAI( api_key="...", base_url="http://127.0.0.1:5001/v1", ) and Use Notepad's one-click replacement function to replace this sentence "You are a coding assistant who can complete programs independently." or "You are an assistant helping with mathematical reasoning."

python dependencies

pip install PyQt5 numpy openai PyMuPDF chromadb transformers sentence-transformers treelib

This is the original paper, of which I am not the author.

https://arxiv.org/abs/2406.07394

py file with the word coding (for writing code)

py file without the word coding (for math)

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