https://github.com/yuchenlin/LLM-Blender

[ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.
https://github.com/yuchenlin/LLM-Blender

ensamble-methods large-language-models llm natural-language-processing

Last synced: about 1 month ago
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[ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.

• Host: GitHub
• URL: https://github.com/yuchenlin/LLM-Blender
• Owner: yuchenlin
• License: apache-2.0
• Created: 2023-05-31T22:09:10.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-04-29T14:55:20.000Z (8 months ago)
• Last Synced: 2024-07-14T14:03:18.101Z (5 months ago)
• Topics: ensamble-methods, large-language-models, llm, natural-language-processing
• Language: Python
• Homepage: https://yuchenlin.xyz/LLM-Blender/
• Size: 74.7 MB
• Stars: 826
• Watchers: 15
• Forks: 71
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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