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---
language:
- it
- ca
- rm
- es
- ro
- gl
- co
- wa
- pt
- oc
- an
- id
- fr
- ht
- roa
- en
tags:
- translation
license: apache-2.0
---
### roa-eng
* source group: Romance languages
* target group: English
* OPUS readme: [roa-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/roa-eng/README.md)
* model: transformer
* source language(s): arg ast cat cos egl ext fra frm_Latn gcf_Latn glg hat ind ita lad lad_Latn lij lld_Latn lmo max_Latn mfe min mwl oci pap pms por roh ron scn spa tmw_Latn vec wln zlm_Latn zsm_Latn
* target language(s): eng
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/roa-eng/opus2m-2020-08-01.zip)
* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/roa-eng/opus2m-2020-08-01.test.txt)
* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/roa-eng/opus2m-2020-08-01.eval.txt)
## Benchmarks
| testset | BLEU | chr-F |
|-----------------------|-------|-------|
| newsdev2016-enro-roneng.ron.eng | 37.1 | 0.631 |
| newsdiscussdev2015-enfr-fraeng.fra.eng | 31.6 | 0.564 |
| newsdiscusstest2015-enfr-fraeng.fra.eng | 36.1 | 0.592 |
| newssyscomb2009-fraeng.fra.eng | 29.3 | 0.563 |
| newssyscomb2009-itaeng.ita.eng | 33.1 | 0.589 |
| newssyscomb2009-spaeng.spa.eng | 29.2 | 0.562 |
| news-test2008-fraeng.fra.eng | 25.2 | 0.533 |
| news-test2008-spaeng.spa.eng | 26.6 | 0.542 |
| newstest2009-fraeng.fra.eng | 28.6 | 0.557 |
| newstest2009-itaeng.ita.eng | 32.0 | 0.580 |
| newstest2009-spaeng.spa.eng | 28.9 | 0.559 |
| newstest2010-fraeng.fra.eng | 29.9 | 0.573 |
| newstest2010-spaeng.spa.eng | 33.3 | 0.596 |
| newstest2011-fraeng.fra.eng | 31.2 | 0.585 |
| newstest2011-spaeng.spa.eng | 32.3 | 0.584 |
| newstest2012-fraeng.fra.eng | 31.3 | 0.580 |
| newstest2012-spaeng.spa.eng | 35.3 | 0.606 |
| newstest2013-fraeng.fra.eng | 31.9 | 0.575 |
| newstest2013-spaeng.spa.eng | 32.8 | 0.592 |
| newstest2014-fren-fraeng.fra.eng | 34.6 | 0.611 |
| newstest2016-enro-roneng.ron.eng | 35.8 | 0.614 |
| Tatoeba-test.arg-eng.arg.eng | 38.7 | 0.512 |
| Tatoeba-test.ast-eng.ast.eng | 35.2 | 0.520 |
| Tatoeba-test.cat-eng.cat.eng | 54.9 | 0.703 |
| Tatoeba-test.cos-eng.cos.eng | 68.1 | 0.666 |
| Tatoeba-test.egl-eng.egl.eng | 6.7 | 0.209 |
| Tatoeba-test.ext-eng.ext.eng | 24.2 | 0.427 |
| Tatoeba-test.fra-eng.fra.eng | 53.9 | 0.691 |
| Tatoeba-test.frm-eng.frm.eng | 25.7 | 0.423 |
| Tatoeba-test.gcf-eng.gcf.eng | 14.8 | 0.288 |
| Tatoeba-test.glg-eng.glg.eng | 54.6 | 0.703 |
| Tatoeba-test.hat-eng.hat.eng | 37.0 | 0.540 |
| Tatoeba-test.ita-eng.ita.eng | 64.8 | 0.768 |
| Tatoeba-test.lad-eng.lad.eng | 21.7 | 0.452 |
| Tatoeba-test.lij-eng.lij.eng | 11.2 | 0.299 |
| Tatoeba-test.lld-eng.lld.eng | 10.8 | 0.273 |
| Tatoeba-test.lmo-eng.lmo.eng | 5.8 | 0.260 |
| Tatoeba-test.mfe-eng.mfe.eng | 63.1 | 0.819 |
| Tatoeba-test.msa-eng.msa.eng | 40.9 | 0.592 |
| Tatoeba-test.multi.eng | 54.9 | 0.697 |
| Tatoeba-test.mwl-eng.mwl.eng | 44.6 | 0.674 |
| Tatoeba-test.oci-eng.oci.eng | 20.5 | 0.404 |
| Tatoeba-test.pap-eng.pap.eng | 56.2 | 0.669 |
| Tatoeba-test.pms-eng.pms.eng | 10.3 | 0.324 |
| Tatoeba-test.por-eng.por.eng | 59.7 | 0.738 |
| Tatoeba-test.roh-eng.roh.eng | 14.8 | 0.378 |
| Tatoeba-test.ron-eng.ron.eng | 55.2 | 0.703 |
| Tatoeba-test.scn-eng.scn.eng | 10.2 | 0.259 |
| Tatoeba-test.spa-eng.spa.eng | 56.2 | 0.714 |
| Tatoeba-test.vec-eng.vec.eng | 13.8 | 0.317 |
| Tatoeba-test.wln-eng.wln.eng | 17.3 | 0.323 |
### System Info:
- hf_name: roa-eng
- source_languages: roa
- target_languages: eng
- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/roa-eng/README.md
- original_repo: Tatoeba-Challenge
- tags: ['translation']
- languages: ['it', 'ca', 'rm', 'es', 'ro', 'gl', 'co', 'wa', 'pt', 'oc', 'an', 'id', 'fr', 'ht', 'roa', 'en']
- src_constituents: {'ita', 'cat', 'roh', 'spa', 'pap', 'lmo', 'mwl', 'lij', 'lad_Latn', 'ext', 'ron', 'ast', 'glg', 'pms', 'zsm_Latn', 'gcf_Latn', 'lld_Latn', 'min', 'tmw_Latn', 'cos', 'wln', 'zlm_Latn', 'por', 'egl', 'oci', 'vec', 'arg', 'ind', 'fra', 'hat', 'lad', 'max_Latn', 'frm_Latn', 'scn', 'mfe'}
- tgt_constituents: {'eng'}
- src_multilingual: True
- tgt_multilingual: False
- prepro: normalization + SentencePiece (spm32k,spm32k)
- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/roa-eng/opus2m-2020-08-01.zip
- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/roa-eng/opus2m-2020-08-01.test.txt
- src_alpha3: roa
- tgt_alpha3: eng
- short_pair: roa-en
- chrF2_score: 0.6970000000000001
- bleu: 54.9
- brevity_penalty: 0.9790000000000001
- ref_len: 74762.0
- src_name: Romance languages
- tgt_name: English
- train_date: 2020-08-01
- src_alpha2: roa
- tgt_alpha2: en
- prefer_old: False
- long_pair: roa-eng
- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
- transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
- port_machine: brutasse
- port_time: 2020-08-21-14:41 |