Ensembling Hugging Face transformers made easy

Ensembling Hugging Face Transformers made easy!

Why Ensemble Transformers?

Ensembling is a simple yet powerful way of combining predictions from different models to increase performance. Since multiple models are used to derive a prediction, ensembling offers a way of decreasing variance and increasing robustness. Ensemble Transformers provides an intuitive interface for ensembling pretrained models available in Hugging Face transformers.

Installation

Ensemble Transformers is available on PyPI and can easily be installed with the pip package manager.

pip install -U pip wheel
pip install ensemble-transformers

To try out the latest features, clone this repository and install from source.