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 year 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 (about 3 years ago)
• Default Branch: main
• Last Pushed: 2024-10-22T19:28:34.000Z (over 1 year ago)
• Last Synced: 2025-04-11T03:38:09.650Z (about 1 year ago)
• Topics: ensamble-methods, large-language-models, llm, natural-language-processing
• Language: Python
• Homepage: https://yuchenlin.xyz/LLM-Blender/
• Size: 74.6 MB
• Stars: 931
• Watchers: 14
• Forks: 82
• Open Issues: 6
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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