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Tong Li 2024-11-08 12:42:48 +00:00
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applications/ColossalChat/coati/reasoner/guided_search/mcts.py
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"""
Implementation of MCTS + Self-refine algorithm.
Reference:
Structure is adapted from https://github.com/BrendanGraham14/mcts-llm/ with the following reference:
1. "Accessing GPT-4 level Mathematical Olympiad Solutions via Monte
Carlo Tree Self-refine with LLaMa-3 8B: A Technical Report"
2. https://github.com/BrendanGraham14/mcts-llm/
3. https://github.com/trotsky1997/MathBlackBox/
4. https://github.com/openreasoner/openr/blob/main/reason/guided_search/tree.py
"""