A library for advanced large language model reasoning
What it offers:
→ Cutting-edge search algorithms for reasoning with LLMs, including Reasoner Agent, PRM-guided inference scaling, MCTS, and Tree-of-Thoughts.
→ Intuitive visualization tools to understand the reasoning process, even for complex algorithms like MCTS, through a single line of Python code.
→ Efficient LLM reasoning with integrations like SGLang for performance optimization and support for various LLM backends such as Hugging Face Transformers and OpenAI API.
→ Rigorous and reproducible implementations of reasoning algorithms, ensuring reliability and practical usability, validated by reproducing results from leading research papers.
https://github.com/maitrix-org/llm-reasoners
#LLM #Ai
🆔 @Ai_Tv
What it offers:
→ Cutting-edge search algorithms for reasoning with LLMs, including Reasoner Agent, PRM-guided inference scaling, MCTS, and Tree-of-Thoughts.
→ Intuitive visualization tools to understand the reasoning process, even for complex algorithms like MCTS, through a single line of Python code.
→ Efficient LLM reasoning with integrations like SGLang for performance optimization and support for various LLM backends such as Hugging Face Transformers and OpenAI API.
→ Rigorous and reproducible implementations of reasoning algorithms, ensuring reliability and practical usability, validated by reproducing results from leading research papers.
https://github.com/maitrix-org/llm-reasoners
#LLM #Ai
🆔 @Ai_Tv