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translation-bart-128-en-hu
NYTK/translation-bart-128-en-hu
translation-bart-128-en-hu is a translation model from NYTK. Use it when you need text moved from one language to another. It is set up for transformers. The card lists the license as apache-2.0.
For further models, scripts and details, see our repository or our demo site.
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At a glance
- Task
- Translation
- Library
- transformers
- License
- apache-2.0
- Model type
- bart
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jan 10, 2023
- SHA
- 8df21b44
Try a prompt
Model card
From the Hugging Face model README
BART Translation model
For further models, scripts and details, see our repository or our demo site.
-
Source language: English
-
Target language: Hungarian
-
BART base model:
- Pretrained on English WikiText-103 and Hungarian Wikipedia
- Finetuned on subcorpora from OPUS
- Segments: 56.837.602
Limitations
- tokenized input text (tokenizer: HuSpaCy)
- max_source_length = 128
- max_target_length = 128
Results
| Model | BLEU | chrF-3 | chrF-6 |
|---|---|---|---|
| 25.30 | 54.09 | 49.0 | |
| BART | 36.89 | 60.77 | 56.4 |
| mT5 | 27.69 | 53.73 | 48.57 |
Citation
If you use this model, please cite the following paper:
@inproceedings {laki-yang-mt,
title = {{Jobban fordítunk magyarra, mint a Google!}},
booktitle = {XVIII. Magyar Számítógépes Nyelvészeti Konferencia},
year = {2022},
publisher = {Szegedi Tudományegyetem, Informatikai Intézet},
address = {Szeged, Magyarország},
author = {Laki, László and Yang, Zijian Győző},
pages = {357--372}
}
- Task
- Translation
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Languages
- en, hu
- Created
- Mar 2, 2022
- Updated
- Jan 10, 2023