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[build scripts] update #7190

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6d78904
build/eval/gen-card scripts for fsmt
stas00 Sep 15, 2020
cdec73c
adjust for model renames
stas00 Sep 16, 2020
98ae85a
fill-in the missing info
stas00 Sep 16, 2020
dd95009
Merge remote-tracking branch 'origin/master' into build-scripts
stas00 Sep 16, 2020
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17 changes: 15 additions & 2 deletions scripts/fsmt/gen-card-allenai-wmt19.py
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Expand Up @@ -42,13 +42,26 @@ def write_model_card(model_card_dir, src_lang, tgt_lang, model_name):

## Model description

This is a ported version of fairseq-based wmt19 transformer created by [jungokasai]](https://github.com/jungokasai/) @ allenai for {src_lang}-{tgt_lang}.
This is a ported version of fairseq-based [wmt19 transformer](https://github.com/jungokasai/deep-shallow/) for {src_lang}-{tgt_lang}.

For more details, please, see [Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation](https://arxiv.org/abs/2006.10369).

2 models are available:

* [wmt19-de-en-6-6-big](https://huggingface.co/allenai/wmt19-de-en-6-6-big)
* [wmt19-de-en-6-6-base](https://huggingface.co/allenai/wmt19-de-en-6-6-base)

```
@misc{{kasai2020deep,
title={{Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation}},
author={{Jungo Kasai and Nikolaos Pappas and Hao Peng and James Cross and Noah A. Smith}},
year={{2020}},
eprint={{2006.10369}},
archivePrefix={{arXiv}},
primaryClass={{cs.CL}}
}}
```

## Intended uses & limitations

#### How to use
Expand All @@ -73,7 +86,7 @@ def write_model_card(model_card_dir, src_lang, tgt_lang, model_name):

## Training data

Pretrained weights were left identical to the original model released by the researcher.
Pretrained weights were left identical to the original model released by allenai. For more details, please, see the [paper](https://arxiv.org/abs/2006.10369).

## Eval results

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