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WindstormLabs/
origin-Helsinki-NLP-opus-mt-en-itc

Name: origin-Helsinki-NLP-opus-mt-en-itc
Availability: InStock

pytorch

marian

translation

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eng-itc

source group: English
target group: Italic languages
OPUS readme: eng-itc
model: transformer
source language(s): eng
target language(s): arg ast cat cos egl ext fra frm_Latn gcf_Latn glg hat ind ita lad lad_Latn lat_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
model: transformer
pre-processing: normalization + SentencePiece (spm32k,spm32k)
a sentence initial language token is required in the form of >>id<< (id = valid target language ID)
download original weights: opus2m-2020-08-01.zip
test set translations: opus2m-2020-08-01.test.txt
test set scores: opus2m-2020-08-01.eval.txt

Benchmarks

testset	BLEU	chr-F
newsdev2016-enro-engron.eng.ron	27.1	0.565
newsdiscussdev2015-enfr-engfra.eng.fra	29.9	0.574
newsdiscusstest2015-enfr-engfra.eng.fra	35.3	0.609
newssyscomb2009-engfra.eng.fra	27.7	0.567
newssyscomb2009-engita.eng.ita	28.6	0.586
newssyscomb2009-engspa.eng.spa	29.8	0.569
news-test2008-engfra.eng.fra	25.0	0.536
news-test2008-engspa.eng.spa	27.1	0.548
newstest2009-engfra.eng.fra	26.7	0.557
newstest2009-engita.eng.ita	28.9	0.583
newstest2009-engspa.eng.spa	28.9	0.567
newstest2010-engfra.eng.fra	29.6	0.574
newstest2010-engspa.eng.spa	33.8	0.598
newstest2011-engfra.eng.fra	30.9	0.590
newstest2011-engspa.eng.spa	34.8	0.598
newstest2012-engfra.eng.fra	29.1	0.574
newstest2012-engspa.eng.spa	34.9	0.600
newstest2013-engfra.eng.fra	30.1	0.567
newstest2013-engspa.eng.spa	31.8	0.576
newstest2016-enro-engron.eng.ron	25.9	0.548
Tatoeba-test.eng-arg.eng.arg	1.6	0.120
Tatoeba-test.eng-ast.eng.ast	17.2	0.389
Tatoeba-test.eng-cat.eng.cat	47.6	0.668
Tatoeba-test.eng-cos.eng.cos	4.3	0.287
Tatoeba-test.eng-egl.eng.egl	0.9	0.101
Tatoeba-test.eng-ext.eng.ext	8.7	0.287
Tatoeba-test.eng-fra.eng.fra	44.9	0.635
Tatoeba-test.eng-frm.eng.frm	1.0	0.225
Tatoeba-test.eng-gcf.eng.gcf	0.7	0.115
Tatoeba-test.eng-glg.eng.glg	44.9	0.648
Tatoeba-test.eng-hat.eng.hat	30.9	0.533
Tatoeba-test.eng-ita.eng.ita	45.4	0.673
Tatoeba-test.eng-lad.eng.lad	5.6	0.279
Tatoeba-test.eng-lat.eng.lat	12.1	0.380
Tatoeba-test.eng-lij.eng.lij	1.4	0.183
Tatoeba-test.eng-lld.eng.lld	0.5	0.199
Tatoeba-test.eng-lmo.eng.lmo	0.7	0.187
Tatoeba-test.eng-mfe.eng.mfe	83.6	0.909
Tatoeba-test.eng-msa.eng.msa	31.3	0.549
Tatoeba-test.eng.multi	38.0	0.588
Tatoeba-test.eng-mwl.eng.mwl	2.7	0.322
Tatoeba-test.eng-oci.eng.oci	8.2	0.293
Tatoeba-test.eng-pap.eng.pap	46.7	0.663
Tatoeba-test.eng-pms.eng.pms	2.1	0.194
Tatoeba-test.eng-por.eng.por	41.2	0.635
Tatoeba-test.eng-roh.eng.roh	2.6	0.237
Tatoeba-test.eng-ron.eng.ron	40.6	0.632
Tatoeba-test.eng-scn.eng.scn	1.6	0.181
Tatoeba-test.eng-spa.eng.spa	49.5	0.685
Tatoeba-test.eng-vec.eng.vec	1.6	0.223
Tatoeba-test.eng-wln.eng.wln	7.1	0.250

System Info:

hf_name: eng-itc
source_languages: eng
target_languages: itc
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-itc/README.md
original_repo: Tatoeba-Challenge
tags: ['translation']
languages: ['en', 'it', 'ca', 'rm', 'es', 'ro', 'gl', 'sc', 'co', 'wa', 'pt', 'oc', 'an', 'id', 'fr', 'ht', 'itc']
src_constituents: {'eng'}
tgt_constituents: {'ita', 'cat', 'roh', 'spa', 'pap', 'bjn', 'lmo', 'mwl', 'lij', 'lat_Latn', 'lad_Latn', 'pcd', 'lat_Grek', 'ext', 'ron', 'ast', 'glg', 'pms', 'zsm_Latn', 'srd', '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'}
src_multilingual: False
tgt_multilingual: True
prepro: normalization + SentencePiece (spm32k,spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-itc/opus2m-2020-08-01.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-itc/opus2m-2020-08-01.test.txt
src_alpha3: eng
tgt_alpha3: itc
short_pair: en-itc
chrF2_score: 0.588
bleu: 38.0
brevity_penalty: 0.9670000000000001
ref_len: 73951.0
src_name: English
tgt_name: Italic languages
train_date: 2020-08-01
src_alpha2: en
tgt_alpha2: itc
prefer_old: False
long_pair: eng-itc
helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
port_machine: brutasse
port_time: 2020-08-21-14:41

WindstormLabs/origin-Helsinki-NLP-opus-mt-en-itc

eng-itc

Benchmarks

System Info:

WindstormLabs/
origin-Helsinki-NLP-opus-mt-en-itc