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
PyPI Downloads
Dependencies
Llm-blender has 27 dependencies, 19 of which optional.Dependency | Optional |
---|---|
accelerate | false |
dataclasses-json | false |
numpy | false |
protobuf | false |
safetensors | false |
sentencepiece | false |
torch | false |
transformers | false |
bert-score | true |
bitsandbytes | true |
datasets | true |
deepspeed | true |
evaluate | true |
fschat | true |
jupyter | true |
nltk | true |
openai | true |
peft | true |
prettytable | true |
pycocoevalcap | true |
rouge-score | true |
sacrebleu | true |
scikit-learn | true |
scipy | true |
spacy | true |
tabulate | true |
wandb | true |