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https://github.com/ShuoTang123/MATRIX-Gen
https://github.com/ShuoTang123/MATRIX-Gen
Last synced: 19 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/ShuoTang123/MATRIX-Gen
- Owner: ShuoTang123
- Created: 2024-10-16T05:29:53.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2024-10-22T08:44:28.000Z (3 months ago)
- Last Synced: 2024-10-23T12:38:46.698Z (3 months ago)
- Size: 1.95 KB
- Stars: 12
- Watchers: 1
- Forks: 0
- Open Issues: 0
Awesome Lists containing this project
- StarryDivineSky - ShuoTang123/MATRIX-Gen - Gen，通过多智能体模拟合成后训练数据，适用于大规模语言模型。使用1000个真实世界接地的智能体和结构化通信生成多样化的场景。MATRIX-Gen-SFT和MATRIX-Gen-DPO方法显著提高了模型性能，尤其是在代码、安全和多模态领域。更大规模的智能体和场景以及基于智能体分组的结构化通信能显著提升模型表现。该项目已在arxiv发布预印本论文。 (A01_文本生成_文本对话 / 大语言对话模型及数据)