lupantech/chameleon-llm
Chameleon is a plug-and-play system that augments LLMs like GPT-4 with tools for compositional reasoning on science and math tasks.
Not currently ranked — collecting fresh signals.
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This repository contains code for the Chameleon research paper, which introduces a framework for enhancing large language models with plug-and-play tool use capabilities. The system enables LLMs to compose multiple tools (such as calculators, code interpreters, or knowledge retrieval) to solve complex multi-step reasoning problems. It includes implementations for science problem solving, MathQA, and TableQA benchmarks.
Frequently asked
- What is lupantech/chameleon-llm?
- Chameleon is a plug-and-play system that augments LLMs like GPT-4 with tools for compositional reasoning on science and math tasks.
- Is chameleon-llm open source?
- Yes — lupantech/chameleon-llm is open source, released under the Apache-2.0 license.
- What language is chameleon-llm written in?
- lupantech/chameleon-llm is primarily written in Jupyter Notebook.
- How popular is chameleon-llm?
- lupantech/chameleon-llm has 1.1k stars on GitHub.
- Where can I find chameleon-llm?
- lupantech/chameleon-llm is on GitHub at https://github.com/lupantech/chameleon-llm.