metadata
language: pt
license: mit
tags:
- msmarco
- miniLM
- pytorch
- tensorflow
- pt
- pt-br
datasets:
- msmarco
widget:
- text: Texto de exemplo em português
inference: false
multilingual-MiniLM-L6-v2-pt-msmarco Reranker finetuned on mMARCO
Introduction
multilingual-MiniLM-L6-v2-pt-msmarco is a multilingual miniLM-based model finetuned on a Portuguese trasnlated version of MS MARCO passage dataset.Further information about the dataset or the translation method can be found on our mMARCO: A Multilingual Version of MS MARCO Passage Ranking Dataset and mMARCO repository.
Usage
from transformers import AutoTokenizer, AutoModel
model_name = 'unicamp-dl/multilingual-MiniLM-L6-v2-pt-msmarco'
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModel.from_pretrained(model_name)
Citation
If you use multilingual-MiniLM-L6-v2-pt-msmarco, please cite:
@misc{bonifacio2021mmarco,
title={mMARCO: A Multilingual Version of MS MARCO Passage Ranking Dataset},
author={Luiz Henrique Bonifacio and Israel Campiotti and Roberto Lotufo and Rodrigo Nogueira},
year={2021},
eprint={2108.13897},
archivePrefix={arXiv},
primaryClass={cs.CL}
}