.. modern-bert-score documentation master file.

Welcome to Modern-BERT-Score's documentation!
=============================================

**Modern-BERT-Score** is a reimplementation of the BERTScore metric introduced by `Zhang et al., 2019 <https://arxiv.org/abs/1904.09675>`_, optimized for modern inference workflows using `SentenceTransformers <https://www.sbert.net/>`_ and `vLLM <https://vllm.ai/>`_.

.. image:: ../runtime_comp_nvidia_rtx_4060.png
   :alt: Runtime Comparison
   :align: center

This library provides fast, GPU-accelerated scoring for text generation evaluation, making BERTScore practical for large-scale inference tasks.

.. toctree::
   :maxdepth: 2
   :caption: Contents:

   installation
   usage
   BERTScore
   api


Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`