opus-mt-roa-en / README.md

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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