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| 1 |
+
---
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| 2 |
+
language: ine
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| 3 |
+
tags:
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| 4 |
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- translation
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| 5 |
+
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| 6 |
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license: apache-2.0
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| 7 |
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---
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| 8 |
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| 9 |
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### ine-eng
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| 10 |
+
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| 11 |
+
* source group: Indo-European languages
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| 12 |
+
* target group: English
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| 13 |
+
* OPUS readme: [ine-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ine-eng/README.md)
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| 14 |
+
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| 15 |
+
* model: transformer
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| 16 |
+
* 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
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| 17 |
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* target language(s): eng
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| 18 |
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* model: transformer
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| 19 |
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* pre-processing: normalization + SentencePiece (spm32k,spm32k)
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| 20 |
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* download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/ine-eng/opus2m-2020-08-01.zip)
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| 21 |
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* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/ine-eng/opus2m-2020-08-01.test.txt)
|
| 22 |
+
* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/ine-eng/opus2m-2020-08-01.eval.txt)
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| 23 |
+
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| 24 |
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## Benchmarks
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| 25 |
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| 26 |
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| testset | BLEU | chr-F |
|
| 27 |
+
|-----------------------|-------|-------|
|
| 28 |
+
| newsdev2014-hineng.hin.eng | 11.2 | 0.375 |
|
| 29 |
+
| newsdev2016-enro-roneng.ron.eng | 35.5 | 0.614 |
|
| 30 |
+
| newsdev2017-enlv-laveng.lav.eng | 25.1 | 0.542 |
|
| 31 |
+
| newsdev2019-engu-gujeng.guj.eng | 16.0 | 0.420 |
|
| 32 |
+
| newsdev2019-enlt-liteng.lit.eng | 24.0 | 0.522 |
|
| 33 |
+
| newsdiscussdev2015-enfr-fraeng.fra.eng | 30.1 | 0.550 |
|
| 34 |
+
| newsdiscusstest2015-enfr-fraeng.fra.eng | 33.4 | 0.572 |
|
| 35 |
+
| newssyscomb2009-ceseng.ces.eng | 24.0 | 0.520 |
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| 36 |
+
| newssyscomb2009-deueng.deu.eng | 25.7 | 0.526 |
|
| 37 |
+
| newssyscomb2009-fraeng.fra.eng | 27.9 | 0.550 |
|
| 38 |
+
| newssyscomb2009-itaeng.ita.eng | 31.4 | 0.574 |
|
| 39 |
+
| newssyscomb2009-spaeng.spa.eng | 28.3 | 0.555 |
|
| 40 |
+
| news-test2008-deueng.deu.eng | 24.0 | 0.515 |
|
| 41 |
+
| news-test2008-fraeng.fra.eng | 24.5 | 0.524 |
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| 42 |
+
| news-test2008-spaeng.spa.eng | 25.5 | 0.533 |
|
| 43 |
+
| newstest2009-ceseng.ces.eng | 23.3 | 0.516 |
|
| 44 |
+
| newstest2009-deueng.deu.eng | 23.2 | 0.512 |
|
| 45 |
+
| newstest2009-fraeng.fra.eng | 27.3 | 0.545 |
|
| 46 |
+
| newstest2009-itaeng.ita.eng | 30.3 | 0.567 |
|
| 47 |
+
| newstest2009-spaeng.spa.eng | 27.9 | 0.549 |
|
| 48 |
+
| newstest2010-ceseng.ces.eng | 23.8 | 0.523 |
|
| 49 |
+
| newstest2010-deueng.deu.eng | 26.2 | 0.545 |
|
| 50 |
+
| newstest2010-fraeng.fra.eng | 28.6 | 0.562 |
|
| 51 |
+
| newstest2010-spaeng.spa.eng | 31.4 | 0.581 |
|
| 52 |
+
| newstest2011-ceseng.ces.eng | 24.2 | 0.521 |
|
| 53 |
+
| newstest2011-deueng.deu.eng | 23.9 | 0.522 |
|
| 54 |
+
| newstest2011-fraeng.fra.eng | 29.5 | 0.570 |
|
| 55 |
+
| newstest2011-spaeng.spa.eng | 30.3 | 0.570 |
|
| 56 |
+
| newstest2012-ceseng.ces.eng | 23.5 | 0.516 |
|
| 57 |
+
| newstest2012-deueng.deu.eng | 24.9 | 0.529 |
|
| 58 |
+
| newstest2012-fraeng.fra.eng | 30.0 | 0.568 |
|
| 59 |
+
| newstest2012-ruseng.rus.eng | 29.9 | 0.565 |
|
| 60 |
+
| newstest2012-spaeng.spa.eng | 33.3 | 0.593 |
|
| 61 |
+
| newstest2013-ceseng.ces.eng | 25.6 | 0.531 |
|
| 62 |
+
| newstest2013-deueng.deu.eng | 27.7 | 0.545 |
|
| 63 |
+
| newstest2013-fraeng.fra.eng | 30.0 | 0.561 |
|
| 64 |
+
| newstest2013-ruseng.rus.eng | 24.4 | 0.514 |
|
| 65 |
+
| newstest2013-spaeng.spa.eng | 30.8 | 0.577 |
|
| 66 |
+
| newstest2014-csen-ceseng.ces.eng | 27.7 | 0.558 |
|
| 67 |
+
| newstest2014-deen-deueng.deu.eng | 27.7 | 0.545 |
|
| 68 |
+
| newstest2014-fren-fraeng.fra.eng | 32.2 | 0.592 |
|
| 69 |
+
| newstest2014-hien-hineng.hin.eng | 16.7 | 0.450 |
|
| 70 |
+
| newstest2014-ruen-ruseng.rus.eng | 27.2 | 0.552 |
|
| 71 |
+
| newstest2015-encs-ceseng.ces.eng | 25.4 | 0.518 |
|
| 72 |
+
| newstest2015-ende-deueng.deu.eng | 28.8 | 0.552 |
|
| 73 |
+
| newstest2015-enru-ruseng.rus.eng | 25.6 | 0.527 |
|
| 74 |
+
| newstest2016-encs-ceseng.ces.eng | 27.0 | 0.540 |
|
| 75 |
+
| newstest2016-ende-deueng.deu.eng | 33.5 | 0.592 |
|
| 76 |
+
| newstest2016-enro-roneng.ron.eng | 32.8 | 0.591 |
|
| 77 |
+
| newstest2016-enru-ruseng.rus.eng | 24.8 | 0.523 |
|
| 78 |
+
| newstest2017-encs-ceseng.ces.eng | 23.7 | 0.510 |
|
| 79 |
+
| newstest2017-ende-deueng.deu.eng | 29.3 | 0.556 |
|
| 80 |
+
| newstest2017-enlv-laveng.lav.eng | 18.9 | 0.486 |
|
| 81 |
+
| newstest2017-enru-ruseng.rus.eng | 28.0 | 0.546 |
|
| 82 |
+
| newstest2018-encs-ceseng.ces.eng | 24.9 | 0.521 |
|
| 83 |
+
| newstest2018-ende-deueng.deu.eng | 36.0 | 0.604 |
|
| 84 |
+
| newstest2018-enru-ruseng.rus.eng | 23.8 | 0.517 |
|
| 85 |
+
| newstest2019-deen-deueng.deu.eng | 31.5 | 0.570 |
|
| 86 |
+
| newstest2019-guen-gujeng.guj.eng | 12.1 | 0.377 |
|
| 87 |
+
| newstest2019-lten-liteng.lit.eng | 26.6 | 0.555 |
|
| 88 |
+
| newstest2019-ruen-ruseng.rus.eng | 27.5 | 0.541 |
|
| 89 |
+
| Tatoeba-test.afr-eng.afr.eng | 59.0 | 0.724 |
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| 90 |
+
| Tatoeba-test.ang-eng.ang.eng | 9.9 | 0.254 |
|
| 91 |
+
| Tatoeba-test.arg-eng.arg.eng | 41.6 | 0.487 |
|
| 92 |
+
| Tatoeba-test.asm-eng.asm.eng | 22.8 | 0.392 |
|
| 93 |
+
| Tatoeba-test.ast-eng.ast.eng | 36.1 | 0.521 |
|
| 94 |
+
| Tatoeba-test.awa-eng.awa.eng | 11.6 | 0.280 |
|
| 95 |
+
| Tatoeba-test.bel-eng.bel.eng | 42.2 | 0.597 |
|
| 96 |
+
| Tatoeba-test.ben-eng.ben.eng | 45.8 | 0.598 |
|
| 97 |
+
| Tatoeba-test.bho-eng.bho.eng | 34.4 | 0.518 |
|
| 98 |
+
| Tatoeba-test.bre-eng.bre.eng | 24.4 | 0.405 |
|
| 99 |
+
| Tatoeba-test.bul-eng.bul.eng | 50.8 | 0.660 |
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| 100 |
+
| Tatoeba-test.cat-eng.cat.eng | 51.2 | 0.677 |
|
| 101 |
+
| Tatoeba-test.ces-eng.ces.eng | 47.6 | 0.641 |
|
| 102 |
+
| Tatoeba-test.cor-eng.cor.eng | 5.4 | 0.214 |
|
| 103 |
+
| Tatoeba-test.cos-eng.cos.eng | 61.0 | 0.675 |
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| 104 |
+
| Tatoeba-test.csb-eng.csb.eng | 22.5 | 0.394 |
|
| 105 |
+
| Tatoeba-test.cym-eng.cym.eng | 34.7 | 0.522 |
|
| 106 |
+
| Tatoeba-test.dan-eng.dan.eng | 56.2 | 0.708 |
|
| 107 |
+
| Tatoeba-test.deu-eng.deu.eng | 44.9 | 0.625 |
|
| 108 |
+
| Tatoeba-test.dsb-eng.dsb.eng | 21.0 | 0.383 |
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| 109 |
+
| Tatoeba-test.egl-eng.egl.eng | 6.9 | 0.221 |
|
| 110 |
+
| Tatoeba-test.ell-eng.ell.eng | 62.1 | 0.741 |
|
| 111 |
+
| Tatoeba-test.enm-eng.enm.eng | 22.6 | 0.466 |
|
| 112 |
+
| Tatoeba-test.ext-eng.ext.eng | 33.2 | 0.496 |
|
| 113 |
+
| Tatoeba-test.fao-eng.fao.eng | 28.1 | 0.460 |
|
| 114 |
+
| Tatoeba-test.fas-eng.fas.eng | 9.6 | 0.306 |
|
| 115 |
+
| Tatoeba-test.fra-eng.fra.eng | 50.3 | 0.661 |
|
| 116 |
+
| Tatoeba-test.frm-eng.frm.eng | 30.0 | 0.457 |
|
| 117 |
+
| Tatoeba-test.frr-eng.frr.eng | 15.2 | 0.301 |
|
| 118 |
+
| Tatoeba-test.fry-eng.fry.eng | 34.4 | 0.525 |
|
| 119 |
+
| Tatoeba-test.gcf-eng.gcf.eng | 18.4 | 0.317 |
|
| 120 |
+
| Tatoeba-test.gla-eng.gla.eng | 24.1 | 0.400 |
|
| 121 |
+
| Tatoeba-test.gle-eng.gle.eng | 52.2 | 0.671 |
|
| 122 |
+
| Tatoeba-test.glg-eng.glg.eng | 50.5 | 0.669 |
|
| 123 |
+
| Tatoeba-test.glv-eng.glv.eng | 5.7 | 0.189 |
|
| 124 |
+
| Tatoeba-test.gos-eng.gos.eng | 19.2 | 0.378 |
|
| 125 |
+
| Tatoeba-test.got-eng.got.eng | 0.1 | 0.022 |
|
| 126 |
+
| Tatoeba-test.grc-eng.grc.eng | 0.9 | 0.095 |
|
| 127 |
+
| Tatoeba-test.gsw-eng.gsw.eng | 23.9 | 0.390 |
|
| 128 |
+
| Tatoeba-test.guj-eng.guj.eng | 28.0 | 0.428 |
|
| 129 |
+
| Tatoeba-test.hat-eng.hat.eng | 44.2 | 0.567 |
|
| 130 |
+
| Tatoeba-test.hbs-eng.hbs.eng | 51.6 | 0.666 |
|
| 131 |
+
| Tatoeba-test.hif-eng.hif.eng | 22.3 | 0.451 |
|
| 132 |
+
| Tatoeba-test.hin-eng.hin.eng | 41.7 | 0.585 |
|
| 133 |
+
| Tatoeba-test.hsb-eng.hsb.eng | 46.4 | 0.590 |
|
| 134 |
+
| Tatoeba-test.hye-eng.hye.eng | 40.4 | 0.564 |
|
| 135 |
+
| Tatoeba-test.isl-eng.isl.eng | 43.8 | 0.605 |
|
| 136 |
+
| Tatoeba-test.ita-eng.ita.eng | 60.7 | 0.735 |
|
| 137 |
+
| Tatoeba-test.jdt-eng.jdt.eng | 5.5 | 0.091 |
|
| 138 |
+
| Tatoeba-test.kok-eng.kok.eng | 7.8 | 0.205 |
|
| 139 |
+
| Tatoeba-test.ksh-eng.ksh.eng | 15.8 | 0.284 |
|
| 140 |
+
| Tatoeba-test.kur-eng.kur.eng | 11.6 | 0.232 |
|
| 141 |
+
| Tatoeba-test.lad-eng.lad.eng | 30.7 | 0.484 |
|
| 142 |
+
| Tatoeba-test.lah-eng.lah.eng | 11.0 | 0.286 |
|
| 143 |
+
| Tatoeba-test.lat-eng.lat.eng | 24.4 | 0.432 |
|
| 144 |
+
| Tatoeba-test.lav-eng.lav.eng | 47.2 | 0.646 |
|
| 145 |
+
| Tatoeba-test.lij-eng.lij.eng | 9.0 | 0.287 |
|
| 146 |
+
| Tatoeba-test.lit-eng.lit.eng | 51.7 | 0.670 |
|
| 147 |
+
| Tatoeba-test.lld-eng.lld.eng | 22.4 | 0.369 |
|
| 148 |
+
| Tatoeba-test.lmo-eng.lmo.eng | 26.1 | 0.381 |
|
| 149 |
+
| Tatoeba-test.ltz-eng.ltz.eng | 39.8 | 0.536 |
|
| 150 |
+
| Tatoeba-test.mai-eng.mai.eng | 72.3 | 0.758 |
|
| 151 |
+
| Tatoeba-test.mar-eng.mar.eng | 32.0 | 0.554 |
|
| 152 |
+
| Tatoeba-test.mfe-eng.mfe.eng | 63.1 | 0.822 |
|
| 153 |
+
| Tatoeba-test.mkd-eng.mkd.eng | 49.5 | 0.638 |
|
| 154 |
+
| Tatoeba-test.msa-eng.msa.eng | 38.6 | 0.566 |
|
| 155 |
+
| Tatoeba-test.multi.eng | 45.6 | 0.615 |
|
| 156 |
+
| Tatoeba-test.mwl-eng.mwl.eng | 40.4 | 0.767 |
|
| 157 |
+
| Tatoeba-test.nds-eng.nds.eng | 35.5 | 0.538 |
|
| 158 |
+
| Tatoeba-test.nep-eng.nep.eng | 4.9 | 0.209 |
|
| 159 |
+
| Tatoeba-test.nld-eng.nld.eng | 54.2 | 0.694 |
|
| 160 |
+
| Tatoeba-test.non-eng.non.eng | 39.3 | 0.573 |
|
| 161 |
+
| Tatoeba-test.nor-eng.nor.eng | 50.9 | 0.663 |
|
| 162 |
+
| Tatoeba-test.oci-eng.oci.eng | 19.6 | 0.386 |
|
| 163 |
+
| Tatoeba-test.ori-eng.ori.eng | 16.2 | 0.364 |
|
| 164 |
+
| Tatoeba-test.orv-eng.orv.eng | 13.6 | 0.288 |
|
| 165 |
+
| Tatoeba-test.oss-eng.oss.eng | 9.4 | 0.301 |
|
| 166 |
+
| Tatoeba-test.pan-eng.pan.eng | 17.1 | 0.389 |
|
| 167 |
+
| Tatoeba-test.pap-eng.pap.eng | 57.0 | 0.680 |
|
| 168 |
+
| Tatoeba-test.pdc-eng.pdc.eng | 41.6 | 0.526 |
|
| 169 |
+
| Tatoeba-test.pms-eng.pms.eng | 13.7 | 0.333 |
|
| 170 |
+
| Tatoeba-test.pol-eng.pol.eng | 46.5 | 0.632 |
|
| 171 |
+
| Tatoeba-test.por-eng.por.eng | 56.4 | 0.710 |
|
| 172 |
+
| Tatoeba-test.prg-eng.prg.eng | 2.3 | 0.193 |
|
| 173 |
+
| Tatoeba-test.pus-eng.pus.eng | 3.2 | 0.194 |
|
| 174 |
+
| Tatoeba-test.roh-eng.roh.eng | 17.5 | 0.420 |
|
| 175 |
+
| Tatoeba-test.rom-eng.rom.eng | 5.0 | 0.237 |
|
| 176 |
+
| Tatoeba-test.ron-eng.ron.eng | 51.4 | 0.670 |
|
| 177 |
+
| Tatoeba-test.rue-eng.rue.eng | 26.0 | 0.447 |
|
| 178 |
+
| Tatoeba-test.rus-eng.rus.eng | 47.8 | 0.634 |
|
| 179 |
+
| Tatoeba-test.san-eng.san.eng | 4.0 | 0.195 |
|
| 180 |
+
| Tatoeba-test.scn-eng.scn.eng | 45.1 | 0.440 |
|
| 181 |
+
| Tatoeba-test.sco-eng.sco.eng | 41.9 | 0.582 |
|
| 182 |
+
| Tatoeba-test.sgs-eng.sgs.eng | 38.7 | 0.498 |
|
| 183 |
+
| Tatoeba-test.sin-eng.sin.eng | 29.7 | 0.499 |
|
| 184 |
+
| Tatoeba-test.slv-eng.slv.eng | 38.2 | 0.564 |
|
| 185 |
+
| Tatoeba-test.snd-eng.snd.eng | 12.7 | 0.342 |
|
| 186 |
+
| Tatoeba-test.spa-eng.spa.eng | 53.2 | 0.687 |
|
| 187 |
+
| Tatoeba-test.sqi-eng.sqi.eng | 51.9 | 0.679 |
|
| 188 |
+
| Tatoeba-test.stq-eng.stq.eng | 9.0 | 0.391 |
|
| 189 |
+
| Tatoeba-test.swe-eng.swe.eng | 57.4 | 0.705 |
|
| 190 |
+
| Tatoeba-test.swg-eng.swg.eng | 18.0 | 0.338 |
|
| 191 |
+
| Tatoeba-test.tgk-eng.tgk.eng | 24.3 | 0.413 |
|
| 192 |
+
| Tatoeba-test.tly-eng.tly.eng | 1.1 | 0.094 |
|
| 193 |
+
| Tatoeba-test.ukr-eng.ukr.eng | 48.0 | 0.639 |
|
| 194 |
+
| Tatoeba-test.urd-eng.urd.eng | 27.2 | 0.471 |
|
| 195 |
+
| Tatoeba-test.vec-eng.vec.eng | 28.0 | 0.398 |
|
| 196 |
+
| Tatoeba-test.wln-eng.wln.eng | 17.5 | 0.320 |
|
| 197 |
+
| Tatoeba-test.yid-eng.yid.eng | 26.9 | 0.457 |
|
| 198 |
+
| Tatoeba-test.zza-eng.zza.eng | 1.7 | 0.131 |
|
| 199 |
+
|
| 200 |
+
|
| 201 |
+
### System Info:
|
| 202 |
+
- hf_name: ine-eng
|
| 203 |
+
|
| 204 |
+
- source_languages: ine
|
| 205 |
+
|
| 206 |
+
- target_languages: eng
|
| 207 |
+
|
| 208 |
+
- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ine-eng/README.md
|
| 209 |
+
|
| 210 |
+
- original_repo: Tatoeba-Challenge
|
| 211 |
+
|
| 212 |
+
- tags: ['translation']
|
| 213 |
+
|
| 214 |
+
- prepro: normalization + SentencePiece (spm32k,spm32k)
|
| 215 |
+
|
| 216 |
+
- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/ine-eng/opus2m-2020-08-01.zip
|
| 217 |
+
|
| 218 |
+
- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/ine-eng/opus2m-2020-08-01.test.txt
|
| 219 |
+
|
| 220 |
+
- src_alpha3: ine
|
| 221 |
+
|
| 222 |
+
- tgt_alpha3: eng
|
| 223 |
+
|
| 224 |
+
- short_pair: ine-en
|
| 225 |
+
|
| 226 |
+
- chrF2_score: 0.615
|
| 227 |
+
|
| 228 |
+
- bleu: 45.6
|
| 229 |
+
|
| 230 |
+
- brevity_penalty: 0.997
|
| 231 |
+
|
| 232 |
+
- ref_len: 71872.0
|
| 233 |
+
|
| 234 |
+
- src_name: Indo-European languages
|
| 235 |
+
|
| 236 |
+
- tgt_name: English
|
| 237 |
+
|
| 238 |
+
- train_date: 2020-08-01
|
| 239 |
+
|
| 240 |
+
- src_alpha2: ine
|
| 241 |
+
|
| 242 |
+
- tgt_alpha2: en
|
| 243 |
+
|
| 244 |
+
- prefer_old: False
|
| 245 |
+
|
| 246 |
+
- long_pair: ine-eng
|
| 247 |
+
|
| 248 |
+
- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
|
| 249 |
+
|
| 250 |
+
- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
|
| 251 |
+
|
| 252 |
+
- port_machine: brutasse
|
| 253 |
+
|
| 254 |
+
- port_time: 2020-08-18-01:48
|