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Package profile

llm-blender

  • Summary: LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths and weaknesses of multiple open-source large language models (LLMs). LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.
  • Author: Dongfu Jiang
  • Homepage: https://yuchenlin.xyz/LLM-Blender/
  • Number of releases: 2
  • First release: 0.0.1 on 2024-04-29
  • Latest release: 0.0.2 on 2024-04-29

Releases

Dates and sizes of releasesJulyOctober2025AprilJulyRelease Date0.0800.0850.0900.0950.100Size in MB

PyPI Downloads

Weekly downloads over the last 3 monthsFebruaryMarchAprilMayJuneDate00.20.40.60.811.21.41.61.822.22.42.62.83 thousand downloads per week

Dependencies

Llm-blender has 27 dependencies, 19 of which optional.
Dependencies of llm-blender (27).
DependencyOptional
acceleratefalse
dataclasses-jsonfalse
numpyfalse
protobuffalse
safetensorsfalse
sentencepiecefalse
torchfalse
transformersfalse
bert-scoretrue
bitsandbytestrue
datasetstrue
deepspeedtrue
evaluatetrue
fschattrue
jupytertrue
nltktrue
openaitrue
pefttrue
prettytabletrue
pycocoevalcaptrue
rouge-scoretrue
sacrebleutrue
scikit-learntrue
scipytrue
spacytrue
tabulatetrue
wandbtrue

Details