transformers pytorch fsmt text2text-generation translation wmt20 en zh multilingual dataset:wmt/news-commentary dataset:wmt/wikititles dataset:wmt/uncorpus license:cc-by-sa-4.0 autotrain_compatible endpoints_compatible region:us
---
datasets:
- wmt/news-commentary
- wmt/wikititles
- wmt/uncorpus
language:
- en
- zh
- multilingual
license: cc-by-sa-4.0
tags:
- translation
- wmt20
widget:
- text: It is a plump quail-shaped bird with white eyes and predominantly marbled
    black, rufous and pale brown plumage, marked prominently with white spots and
    stripes.
- text: The 59th Primetime Creative Arts Emmy Awards honored the best in artistic
    and technical achievement in American prime time television programming from June
    1, 2006, until May 31, 2007, as chosen by the Academy of Television Arts & Sciences.
- text: While forests in temperate areas are readily categorised on the basis of tree
    canopy density, such schemes do not work well in tropical forests.
---

# Fairseq En-Zh NMT WMT20 MLQE

This repository contains the English-Chinese model trained with the [fairseq toolkit](https://github.com/pytorch/fairseq) that was used to produce translations used in the WMT20 shared task on quality estimation (QE) on the [MLQE dataset](https://github.com/facebookresearch/mlqe).

The checkpoint was converted from the original fairseq checkpoint available [here](https://github.com/facebookresearch/mlqe/tree/master/nmt_models) using the `convert_fsmt_original_pytorch_checkpoint_to_pytorch.py` script from the 🤗 Transformers library (v4.26.0).

Please refer to the repositories linked above for additional information on usage, parameters and training data