MachineSoM

Code for the paper Machine Society-of-Mind: Exploring Collaboration Mechanisms Among Large Language Models.

• The Society of Mind (SoM): the emergence of intelligence from collaborative and communicative computational modules, enabling humans to collaborate and complete complex tasks effectively
• Societies of LLM agents with different traits: easy-going and overconfident
• Collaboration Processes: debate and self-reflection
• Interactive Strategies: when to collaborate, interact with whom

News

• [2023.07.13] MaSoM is released!

Requirements

conda create -n masom python=3.9
pip install -r requirements.txt

Datasets: MMLU, Chess Validity, MATH

Citation

@misc{MachineSoM2023,
  author = {Jintian Zhang, Xin Xu, Ningyu Zhang, Huajun Chen},
  title = {{Machine Society-of-Mind: Exploring Collaboration Mechanisms Among Large Language Models}},
  month = jul,
  year = {2023},
  url = {https://github.com/zjunlp/MachineSoM}
}