Shypd.aiThe largest open index of AI toolsllm-reasoners is an AI Agents & Automation tool that enhances LLMs' complex reasoning abilities. It provides cutting-edge search algorithms and intuitive visualization for advanced reasoning.
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llm-reasoners is a comprehensive library designed to significantly enhance the complex reasoning capabilities of large language models (LLMs). It offers a suite of cutting-edge search algorithms, including Reasoner Agent, Inference-time Scaling with PRM, Reasoning-via-Planning (MCTS), Tree-of-Thoughts (BFS/DFS), and Grace Decoding, among others. The library also provides intuitive visualization tools to help users understand and diagnose the reasoning process, even for complex algorithms like Monte-Carlo Tree Search. Optimized for performance, llm-reasoners integrates with high-performance LLM inference frameworks like SGLang, alongside support for Hugging Face Transformers, OpenAI API, and Exllama. It prioritizes rigorous implementation and reproducibility, ensuring algorithms are faithful to their original formulations and performance, as demonstrated by successful reproductions of Tree-of-Thoughts and Grace Decoding.
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