ine-eng
source group: Indo-European languages
target group: English
OPUS readme: ine-eng
model: transformer
source language(s): afr aln ang_Latn arg asm ast awa bel bel_Latn ben bho bos_Latn bre bul bul_Latn cat ces cor cos csb_Latn cym dan deu dsb egl ell enm_Latn ext fao fra frm_Latn frr fry gcf_Latn gla gle glg glv gom gos got_Goth grc_Grek gsw guj hat hif_Latn hin hrv hsb hye ind isl ita jdt_Cyrl ksh kur_Arab kur_Latn lad lad_Latn lat_Latn lav lij lit lld_Latn lmo ltg ltz mai mar max_Latn mfe min mkd mwl nds nld nno nob nob_Hebr non_Latn npi oci ori orv_Cyrl oss pan_Guru pap pdc pes pes_Latn pes_Thaa pms pnb pol por prg_Latn pus roh rom ron rue rus san_Deva scn sco sgs sin slv snd_Arab spa sqi srp_Cyrl srp_Latn stq swe swg tgk_Cyrl tly_Latn tmw_Latn ukr urd vec wln yid zlm_Latn zsm_Latn zza
target language(s): eng
model: transformer
pre-processing: normalization + SentencePiece (spm32k,spm32k)
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 |
|---|---|---|
| newsdev2014-hineng.hin.eng | 11.2 | 0.375 |
| newsdev2016-enro-roneng.ron.eng | 35.5 | 0.614 |
| newsdev2017-enlv-laveng.lav.eng | 25.1 | 0.542 |
| newsdev2019-engu-gujeng.guj.eng | 16.0 | 0.420 |
| newsdev2019-enlt-liteng.lit.eng | 24.0 | 0.522 |
| newsdiscussdev2015-enfr-fraeng.fra.eng | 30.1 | 0.550 |
| newsdiscusstest2015-enfr-fraeng.fra.eng | 33.4 | 0.572 |
| newssyscomb2009-ceseng.ces.eng | 24.0 | 0.520 |
| newssyscomb2009-deueng.deu.eng | 25.7 | 0.526 |
| newssyscomb2009-fraeng.fra.eng | 27.9 | 0.550 |
| newssyscomb2009-itaeng.ita.eng | 31.4 | 0.574 |
| newssyscomb2009-spaeng.spa.eng | 28.3 | 0.555 |
| news-test2008-deueng.deu.eng | 24.0 | 0.515 |
| news-test2008-fraeng.fra.eng | 24.5 | 0.524 |
| news-test2008-spaeng.spa.eng | 25.5 | 0.533 |
| newstest2009-ceseng.ces.eng | 23.3 | 0.516 |
| newstest2009-deueng.deu.eng | 23.2 | 0.512 |
| newstest2009-fraeng.fra.eng | 27.3 | 0.545 |
| newstest2009-itaeng.ita.eng | 30.3 | 0.567 |
| newstest2009-spaeng.spa.eng | 27.9 | 0.549 |
| newstest2010-ceseng.ces.eng | 23.8 | 0.523 |
| newstest2010-deueng.deu.eng | 26.2 | 0.545 |
| newstest2010-fraeng.fra.eng | 28.6 | 0.562 |
| newstest2010-spaeng.spa.eng | 31.4 | 0.581 |
| newstest2011-ceseng.ces.eng | 24.2 | 0.521 |
| newstest2011-deueng.deu.eng | 23.9 | 0.522 |
| newstest2011-fraeng.fra.eng | 29.5 | 0.570 |
| newstest2011-spaeng.spa.eng | 30.3 | 0.570 |
| newstest2012-ceseng.ces.eng | 23.5 | 0.516 |
| newstest2012-deueng.deu.eng | 24.9 | 0.529 |
| newstest2012-fraeng.fra.eng | 30.0 | 0.568 |
| newstest2012-ruseng.rus.eng | 29.9 | 0.565 |
| newstest2012-spaeng.spa.eng | 33.3 | 0.593 |
| newstest2013-ceseng.ces.eng | 25.6 | 0.531 |
| newstest2013-deueng.deu.eng | 27.7 | 0.545 |
| newstest2013-fraeng.fra.eng | 30.0 | 0.561 |
| newstest2013-ruseng.rus.eng | 24.4 | 0.514 |
| newstest2013-spaeng.spa.eng | 30.8 | 0.577 |
| newstest2014-csen-ceseng.ces.eng | 27.7 | 0.558 |
| newstest2014-deen-deueng.deu.eng | 27.7 | 0.545 |
| newstest2014-fren-fraeng.fra.eng | 32.2 | 0.592 |
| newstest2014-hien-hineng.hin.eng | 16.7 | 0.450 |
| newstest2014-ruen-ruseng.rus.eng | 27.2 | 0.552 |
| newstest2015-encs-ceseng.ces.eng | 25.4 | 0.518 |
| newstest2015-ende-deueng.deu.eng | 28.8 | 0.552 |
| newstest2015-enru-ruseng.rus.eng | 25.6 | 0.527 |
| newstest2016-encs-ceseng.ces.eng | 27.0 | 0.540 |
| newstest2016-ende-deueng.deu.eng | 33.5 | 0.592 |
| newstest2016-enro-roneng.ron.eng | 32.8 | 0.591 |
| newstest2016-enru-ruseng.rus.eng | 24.8 | 0.523 |
| newstest2017-encs-ceseng.ces.eng | 23.7 | 0.510 |
| newstest2017-ende-deueng.deu.eng | 29.3 | 0.556 |
| newstest2017-enlv-laveng.lav.eng | 18.9 | 0.486 |
| newstest2017-enru-ruseng.rus.eng | 28.0 | 0.546 |
| newstest2018-encs-ceseng.ces.eng | 24.9 | 0.521 |
| newstest2018-ende-deueng.deu.eng | 36.0 | 0.604 |
| newstest2018-enru-ruseng.rus.eng | 23.8 | 0.517 |
| newstest2019-deen-deueng.deu.eng | 31.5 | 0.570 |
| newstest2019-guen-gujeng.guj.eng | 12.1 | 0.377 |
| newstest2019-lten-liteng.lit.eng | 26.6 | 0.555 |
| newstest2019-ruen-ruseng.rus.eng | 27.5 | 0.541 |
| Tatoeba-test.afr-eng.afr.eng | 59.0 | 0.724 |
| Tatoeba-test.ang-eng.ang.eng | 9.9 | 0.254 |
| Tatoeba-test.arg-eng.arg.eng | 41.6 | 0.487 |
| Tatoeba-test.asm-eng.asm.eng | 22.8 | 0.392 |
| Tatoeba-test.ast-eng.ast.eng | 36.1 | 0.521 |
| Tatoeba-test.awa-eng.awa.eng | 11.6 | 0.280 |
| Tatoeba-test.bel-eng.bel.eng | 42.2 | 0.597 |
| Tatoeba-test.ben-eng.ben.eng | 45.8 | 0.598 |
| Tatoeba-test.bho-eng.bho.eng | 34.4 | 0.518 |
| Tatoeba-test.bre-eng.bre.eng | 24.4 | 0.405 |
| Tatoeba-test.bul-eng.bul.eng | 50.8 | 0.660 |
| Tatoeba-test.cat-eng.cat.eng | 51.2 | 0.677 |
| Tatoeba-test.ces-eng.ces.eng | 47.6 | 0.641 |
| Tatoeba-test.cor-eng.cor.eng | 5.4 | 0.214 |
| Tatoeba-test.cos-eng.cos.eng | 61.0 | 0.675 |
| Tatoeba-test.csb-eng.csb.eng | 22.5 | 0.394 |
| Tatoeba-test.cym-eng.cym.eng | 34.7 | 0.522 |
| Tatoeba-test.dan-eng.dan.eng | 56.2 | 0.708 |
| Tatoeba-test.deu-eng.deu.eng | 44.9 | 0.625 |
| Tatoeba-test.dsb-eng.dsb.eng | 21.0 | 0.383 |
| Tatoeba-test.egl-eng.egl.eng | 6.9 | 0.221 |
| Tatoeba-test.ell-eng.ell.eng | 62.1 | 0.741 |
| Tatoeba-test.enm-eng.enm.eng | 22.6 | 0.466 |
| Tatoeba-test.ext-eng.ext.eng | 33.2 | 0.496 |
| Tatoeba-test.fao-eng.fao.eng | 28.1 | 0.460 |
| Tatoeba-test.fas-eng.fas.eng | 9.6 | 0.306 |
| Tatoeba-test.fra-eng.fra.eng | 50.3 | 0.661 |
| Tatoeba-test.frm-eng.frm.eng | 30.0 | 0.457 |
| Tatoeba-test.frr-eng.frr.eng | 15.2 | 0.301 |
| Tatoeba-test.fry-eng.fry.eng | 34.4 | 0.525 |
| Tatoeba-test.gcf-eng.gcf.eng | 18.4 | 0.317 |
| Tatoeba-test.gla-eng.gla.eng | 24.1 | 0.400 |
| Tatoeba-test.gle-eng.gle.eng | 52.2 | 0.671 |
| Tatoeba-test.glg-eng.glg.eng | 50.5 | 0.669 |
| Tatoeba-test.glv-eng.glv.eng | 5.7 | 0.189 |
| Tatoeba-test.gos-eng.gos.eng | 19.2 | 0.378 |
| Tatoeba-test.got-eng.got.eng | 0.1 | 0.022 |
| Tatoeba-test.grc-eng.grc.eng | 0.9 | 0.095 |
| Tatoeba-test.gsw-eng.gsw.eng | 23.9 | 0.390 |
| Tatoeba-test.guj-eng.guj.eng | 28.0 | 0.428 |
| Tatoeba-test.hat-eng.hat.eng | 44.2 | 0.567 |
| Tatoeba-test.hbs-eng.hbs.eng | 51.6 | 0.666 |
| Tatoeba-test.hif-eng.hif.eng | 22.3 | 0.451 |
| Tatoeba-test.hin-eng.hin.eng | 41.7 | 0.585 |
| Tatoeba-test.hsb-eng.hsb.eng | 46.4 | 0.590 |
| Tatoeba-test.hye-eng.hye.eng | 40.4 | 0.564 |
| Tatoeba-test.isl-eng.isl.eng | 43.8 | 0.605 |
| Tatoeba-test.ita-eng.ita.eng | 60.7 | 0.735 |
| Tatoeba-test.jdt-eng.jdt.eng | 5.5 | 0.091 |
| Tatoeba-test.kok-eng.kok.eng | 7.8 | 0.205 |
| Tatoeba-test.ksh-eng.ksh.eng | 15.8 | 0.284 |
| Tatoeba-test.kur-eng.kur.eng | 11.6 | 0.232 |
| Tatoeba-test.lad-eng.lad.eng | 30.7 | 0.484 |
| Tatoeba-test.lah-eng.lah.eng | 11.0 | 0.286 |
| Tatoeba-test.lat-eng.lat.eng | 24.4 | 0.432 |
| Tatoeba-test.lav-eng.lav.eng | 47.2 | 0.646 |
| Tatoeba-test.lij-eng.lij.eng | 9.0 | 0.287 |
| Tatoeba-test.lit-eng.lit.eng | 51.7 | 0.670 |
| Tatoeba-test.lld-eng.lld.eng | 22.4 | 0.369 |
| Tatoeba-test.lmo-eng.lmo.eng | 26.1 | 0.381 |
| Tatoeba-test.ltz-eng.ltz.eng | 39.8 | 0.536 |
| Tatoeba-test.mai-eng.mai.eng | 72.3 | 0.758 |
| Tatoeba-test.mar-eng.mar.eng | 32.0 | 0.554 |
| Tatoeba-test.mfe-eng.mfe.eng | 63.1 | 0.822 |
| Tatoeba-test.mkd-eng.mkd.eng | 49.5 | 0.638 |
| Tatoeba-test.msa-eng.msa.eng | 38.6 | 0.566 |
| Tatoeba-test.multi.eng | 45.6 | 0.615 |
| Tatoeba-test.mwl-eng.mwl.eng | 40.4 | 0.767 |
| Tatoeba-test.nds-eng.nds.eng | 35.5 | 0.538 |
| Tatoeba-test.nep-eng.nep.eng | 4.9 | 0.209 |
| Tatoeba-test.nld-eng.nld.eng | 54.2 | 0.694 |
| Tatoeba-test.non-eng.non.eng | 39.3 | 0.573 |
| Tatoeba-test.nor-eng.nor.eng | 50.9 | 0.663 |
| Tatoeba-test.oci-eng.oci.eng | 19.6 | 0.386 |
| Tatoeba-test.ori-eng.ori.eng | 16.2 | 0.364 |
| Tatoeba-test.orv-eng.orv.eng | 13.6 | 0.288 |
| Tatoeba-test.oss-eng.oss.eng | 9.4 | 0.301 |
| Tatoeba-test.pan-eng.pan.eng | 17.1 | 0.389 |
| Tatoeba-test.pap-eng.pap.eng | 57.0 | 0.680 |
| Tatoeba-test.pdc-eng.pdc.eng | 41.6 | 0.526 |
| Tatoeba-test.pms-eng.pms.eng | 13.7 | 0.333 |
| Tatoeba-test.pol-eng.pol.eng | 46.5 | 0.632 |
| Tatoeba-test.por-eng.por.eng | 56.4 | 0.710 |
| Tatoeba-test.prg-eng.prg.eng | 2.3 | 0.193 |
| Tatoeba-test.pus-eng.pus.eng | 3.2 | 0.194 |
| Tatoeba-test.roh-eng.roh.eng | 17.5 | 0.420 |
| Tatoeba-test.rom-eng.rom.eng | 5.0 | 0.237 |
| Tatoeba-test.ron-eng.ron.eng | 51.4 | 0.670 |
| Tatoeba-test.rue-eng.rue.eng | 26.0 | 0.447 |
| Tatoeba-test.rus-eng.rus.eng | 47.8 | 0.634 |
| Tatoeba-test.san-eng.san.eng | 4.0 | 0.195 |
| Tatoeba-test.scn-eng.scn.eng | 45.1 | 0.440 |
| Tatoeba-test.sco-eng.sco.eng | 41.9 | 0.582 |
| Tatoeba-test.sgs-eng.sgs.eng | 38.7 | 0.498 |
| Tatoeba-test.sin-eng.sin.eng | 29.7 | 0.499 |
| Tatoeba-test.slv-eng.slv.eng | 38.2 | 0.564 |
| Tatoeba-test.snd-eng.snd.eng | 12.7 | 0.342 |
| Tatoeba-test.spa-eng.spa.eng | 53.2 | 0.687 |
| Tatoeba-test.sqi-eng.sqi.eng | 51.9 | 0.679 |
| Tatoeba-test.stq-eng.stq.eng | 9.0 | 0.391 |
| Tatoeba-test.swe-eng.swe.eng | 57.4 | 0.705 |
| Tatoeba-test.swg-eng.swg.eng | 18.0 | 0.338 |
| Tatoeba-test.tgk-eng.tgk.eng | 24.3 | 0.413 |
| Tatoeba-test.tly-eng.tly.eng | 1.1 | 0.094 |
| Tatoeba-test.ukr-eng.ukr.eng | 48.0 | 0.639 |
| Tatoeba-test.urd-eng.urd.eng | 27.2 | 0.471 |
| Tatoeba-test.vec-eng.vec.eng | 28.0 | 0.398 |
| Tatoeba-test.wln-eng.wln.eng | 17.5 | 0.320 |
| Tatoeba-test.yid-eng.yid.eng | 26.9 | 0.457 |
| Tatoeba-test.zza-eng.zza.eng | 1.7 | 0.131 |
System Info:
hf_name: ine-eng
source_languages: ine
target_languages: eng
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ine-eng/README.md
original_repo: Tatoeba-Challenge
tags: ['translation']
languages: ['ca', 'es', 'os', 'ro', 'fy', 'cy', 'sc', 'is', 'yi', 'lb', 'an', 'sq', 'fr', 'ht', 'rm', 'ps', 'af', 'uk', 'sl', 'lt', 'bg', 'be', 'gd', 'si', 'en', 'br', 'mk', 'or', 'mr', 'ru', 'fo', 'co', 'oc', 'pl', 'gl', 'nb', 'bn', 'id', 'hy', 'da', 'gv', 'nl', 'pt', 'hi', 'as', 'kw', 'ga', 'sv', 'gu', 'wa', 'lv', 'el', 'it', 'hr', 'ur', 'nn', 'de', 'cs', 'ine']
src_constituents: {'cat', 'spa', 'pap', 'mwl', 'lij', 'bos_Latn', 'lad_Latn', 'lat_Latn', 'pcd', 'oss', 'ron', 'fry', 'cym', 'awa', 'swg', 'zsm_Latn', 'srd', 'gcf_Latn', 'isl', 'yid', 'bho', 'ltz', 'kur_Latn', 'arg', 'pes_Thaa', 'sqi', 'csb_Latn', 'fra', 'hat', 'non_Latn', 'sco', 'pnb', 'roh', 'bul_Latn', 'pus', 'afr', 'ukr', 'slv', 'lit', 'tmw_Latn', 'hsb', 'tly_Latn', 'bul', 'bel', 'got_Goth', 'lat_Grek', 'ext', 'gla', 'mai', 'sin', 'hif_Latn', 'eng', 'bre', 'nob_Hebr', 'prg_Latn', 'ang_Latn', 'aln', 'mkd', 'ori', 'mar', 'afr_Arab', 'san_Deva', 'gos', 'rus', 'fao', 'orv_Cyrl', 'bel_Latn', 'cos', 'zza', 'grc_Grek', 'oci', 'mfe', 'gom', 'bjn', 'sgs', 'tgk_Cyrl', 'hye_Latn', 'pdc', 'srp_Cyrl', 'pol', 'ast', 'glg', 'pms', 'nob', 'ben', 'min', 'srp_Latn', 'zlm_Latn', 'ind', 'rom', 'hye', 'scn', 'enm_Latn', 'lmo', 'npi', 'pes', 'dan', 'rus_Latn', 'jdt_Cyrl', 'gsw', 'glv', 'nld', 'snd_Arab', 'kur_Arab', 'por', 'hin', 'dsb', 'asm', 'lad', 'frm_Latn', 'ksh', 'pan_Guru', 'cor', 'gle', 'swe', 'guj', 'wln', 'lav', 'ell', 'frr', 'rue', 'ita', 'hrv', 'urd', 'stq', 'nno', 'deu', 'lld_Latn', 'ces', 'egl', 'vec', 'max_Latn', 'pes_Latn', 'ltg', 'nds'}
tgt_constituents: {'eng'}
src_multilingual: True
tgt_multilingual: False
prepro: normalization + SentencePiece (spm32k,spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/ine-eng/opus2m-2020-08-01.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/ine-eng/opus2m-2020-08-01.test.txt
src_alpha3: ine
tgt_alpha3: eng
short_pair: ine-en
chrF2_score: 0.615
bleu: 45.6
brevity_penalty: 0.997
ref_len: 71872.0
src_name: Indo-European languages
tgt_name: English
train_date: 2020-08-01
src_alpha2: ine
tgt_alpha2: en
prefer_old: False
long_pair: ine-eng
helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
transformers_git_sha: 6bdf998dffa70030e42f512a586f33a15e648edd
port_machine: brutasse
port_time: 2020-08-19-00:09