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Advancing LLM Reasoning Generalists with Preference Trees

Research paper by Lifan Yuan and collaborators. Published 2024-04-02. Topics: large language models (LLMs), Mistral-7B, CodeLlama-70B, reasoning, fine-tuning.

Resource information

Authors
Lifan Yuan, Ganqu Cui, Hanbin Wang, Ning Ding, Xingyao Wang, Jia Deng, Boji Shan, Huimin Chen, Ruobing Xie, Yankai Lin, Zhenghao Liu, Bowen Zhou, Hao Peng, Zhiyuan Liu, Maosong Sun
Research topics
large language models (LLMs), Mistral-7B, CodeLlama-70B, reasoning, fine-tuning, UltraInteract, benchmarking, LeetCode, TheoremQA, preference learning, preference tree, reasoning chains
Publication date
2024-04-02
Publication
arXiv
Last record update
Nov 3, 2026