YangLing0818/buffer-of-thought-llm
Buffer of Thoughts is a thought-augmented reasoning framework that improves LLM problem-solving by storing and retrieving high-level reasoning templates.
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The repository implements the NeurIPS 2024 Spotlight paper Buffer of Thoughts (BoT), a framework that augments Large Language Models with a thought buffer for storing reusable reasoning templates. The approach retrieves relevant thought templates from the buffer to guide problem-solving across diverse tasks, aiming to improve reasoning accuracy and efficiency. The framework includes template distillation from solved problems and template retrieval mechanisms for novel problem types.
Frequently asked
- What is YangLing0818/buffer-of-thought-llm?
- Buffer of Thoughts is a thought-augmented reasoning framework that improves LLM problem-solving by storing and retrieving high-level reasoning templates.
- Is buffer-of-thought-llm open source?
- Yes — YangLing0818/buffer-of-thought-llm is open source, released under the MIT license.
- What language is buffer-of-thought-llm written in?
- YangLing0818/buffer-of-thought-llm is primarily written in Python.
- How popular is buffer-of-thought-llm?
- YangLing0818/buffer-of-thought-llm has 677 stars on GitHub.
- Where can I find buffer-of-thought-llm?
- YangLing0818/buffer-of-thought-llm is on GitHub at https://github.com/YangLing0818/buffer-of-thought-llm.