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+ ---
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+ language: en
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+ tags:
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+ - translation
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+
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+ license: apache-2.0
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+ ---
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+
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+ ### eng-mul
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+
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+ * source group: English
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+ * target group: Multiple languages
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+ * OPUS readme: [eng-mul](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-mul/README.md)
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+
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+ * model: transformer
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+ * source language(s): eng
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+ * target language(s): abk acm ady afb afh_Latn afr akl_Latn aln amh ang_Latn apc ara arg arq ary arz asm ast avk_Latn awa aze_Latn bak bam_Latn bel bel_Latn ben bho bod bos_Latn bre brx brx_Latn bul bul_Latn cat ceb ces cha che chr chv cjy_Hans cjy_Hant cmn cmn_Hans cmn_Hant cor cos crh crh_Latn csb_Latn cym dan deu dsb dtp dws_Latn egl ell enm_Latn epo est eus ewe ext fao fij fin fkv_Latn fra frm_Latn frr fry fuc fuv gan gcf_Latn gil gla gle glg glv gom gos got_Goth grc_Grek grn gsw guj hat hau_Latn haw heb hif_Latn hil hin hnj_Latn hoc hoc_Latn hrv hsb hun hye iba ibo ido ido_Latn ike_Latn ile_Latn ilo ina_Latn ind isl ita izh jav jav_Java jbo jbo_Cyrl jbo_Latn jdt_Cyrl jpn kab kal kan kat kaz_Cyrl kaz_Latn kek_Latn kha khm khm_Latn kin kir_Cyrl kjh kpv krl ksh kum kur_Arab kur_Latn lad lad_Latn lao lat_Latn lav ldn_Latn lfn_Cyrl lfn_Latn lij lin lit liv_Latn lkt lld_Latn lmo ltg ltz lug lzh lzh_Hans mad mah mai mal mar max_Latn mdf mfe mhr mic min mkd mlg mlt mnw moh mon mri mwl mww mya myv nan nau nav nds niu nld nno nob nob_Hebr nog non_Latn nov_Latn npi nya oci ori orv_Cyrl oss ota_Arab ota_Latn pag pan_Guru pap pau pdc pes pes_Latn pes_Thaa pms pnb pol por ppl_Latn prg_Latn pus quc qya qya_Latn rap rif_Latn roh rom ron rue run rus sag sah san_Deva scn sco sgs shs_Latn shy_Latn sin sjn_Latn slv sma sme smo sna snd_Arab som spa sqi srp_Cyrl srp_Latn stq sun swe swg swh tah tam tat tat_Arab tat_Latn tel tet tgk_Cyrl tha tir tlh_Latn tly_Latn tmw_Latn toi_Latn ton tpw_Latn tso tuk tuk_Latn tur tvl tyv tzl tzl_Latn udm uig_Arab uig_Cyrl ukr umb urd uzb_Cyrl uzb_Latn vec vie vie_Hani vol_Latn vro war wln wol wuu xal xho yid yor yue yue_Hans yue_Hant zho zho_Hans zho_Hant zlm_Latn zsm_Latn zul zza
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+ * model: transformer
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+ * pre-processing: normalization + SentencePiece (spm32k,spm32k)
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+ * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID)
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+ * download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-mul/opus2m-2020-08-01.zip)
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+ * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-mul/opus2m-2020-08-01.test.txt)
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+ * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-mul/opus2m-2020-08-01.eval.txt)
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+
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+ ## Benchmarks
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+
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+ | testset | BLEU | chr-F |
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+ |-----------------------|-------|-------|
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+ | newsdev2014-enghin.eng.hin | 5.0 | 0.288 |
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+ | newsdev2015-enfi-engfin.eng.fin | 9.3 | 0.418 |
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+ | newsdev2016-enro-engron.eng.ron | 17.2 | 0.488 |
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+ | newsdev2016-entr-engtur.eng.tur | 8.2 | 0.402 |
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+ | newsdev2017-enlv-englav.eng.lav | 12.9 | 0.444 |
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+ | newsdev2017-enzh-engzho.eng.zho | 17.6 | 0.170 |
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+ | newsdev2018-enet-engest.eng.est | 10.9 | 0.423 |
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+ | newsdev2019-engu-engguj.eng.guj | 5.2 | 0.284 |
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+ | newsdev2019-enlt-englit.eng.lit | 11.0 | 0.431 |
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+ | newsdiscussdev2015-enfr-engfra.eng.fra | 22.6 | 0.521 |
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+ | newsdiscusstest2015-enfr-engfra.eng.fra | 25.9 | 0.546 |
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+ | newssyscomb2009-engces.eng.ces | 10.3 | 0.394 |
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+ | newssyscomb2009-engdeu.eng.deu | 13.3 | 0.459 |
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+ | newssyscomb2009-engfra.eng.fra | 21.5 | 0.522 |
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+ | newssyscomb2009-enghun.eng.hun | 8.1 | 0.371 |
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+ | newssyscomb2009-engita.eng.ita | 22.1 | 0.540 |
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+ | newssyscomb2009-engspa.eng.spa | 23.8 | 0.531 |
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+ | news-test2008-engces.eng.ces | 9.0 | 0.376 |
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+ | news-test2008-engdeu.eng.deu | 14.2 | 0.451 |
48
+ | news-test2008-engfra.eng.fra | 19.8 | 0.500 |
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+ | news-test2008-engspa.eng.spa | 22.8 | 0.518 |
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+ | newstest2009-engces.eng.ces | 9.8 | 0.392 |
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+ | newstest2009-engdeu.eng.deu | 13.7 | 0.454 |
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+ | newstest2009-engfra.eng.fra | 20.7 | 0.514 |
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+ | newstest2009-enghun.eng.hun | 8.4 | 0.370 |
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+ | newstest2009-engita.eng.ita | 22.4 | 0.538 |
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+ | newstest2009-engspa.eng.spa | 23.5 | 0.532 |
56
+ | newstest2010-engces.eng.ces | 10.0 | 0.393 |
57
+ | newstest2010-engdeu.eng.deu | 15.2 | 0.463 |
58
+ | newstest2010-engfra.eng.fra | 22.0 | 0.524 |
59
+ | newstest2010-engspa.eng.spa | 27.2 | 0.556 |
60
+ | newstest2011-engces.eng.ces | 10.8 | 0.392 |
61
+ | newstest2011-engdeu.eng.deu | 14.2 | 0.449 |
62
+ | newstest2011-engfra.eng.fra | 24.3 | 0.544 |
63
+ | newstest2011-engspa.eng.spa | 28.3 | 0.559 |
64
+ | newstest2012-engces.eng.ces | 9.9 | 0.377 |
65
+ | newstest2012-engdeu.eng.deu | 14.3 | 0.449 |
66
+ | newstest2012-engfra.eng.fra | 23.2 | 0.530 |
67
+ | newstest2012-engrus.eng.rus | 16.0 | 0.463 |
68
+ | newstest2012-engspa.eng.spa | 27.8 | 0.555 |
69
+ | newstest2013-engces.eng.ces | 11.0 | 0.392 |
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+ | newstest2013-engdeu.eng.deu | 16.4 | 0.469 |
71
+ | newstest2013-engfra.eng.fra | 22.6 | 0.515 |
72
+ | newstest2013-engrus.eng.rus | 12.1 | 0.414 |
73
+ | newstest2013-engspa.eng.spa | 24.9 | 0.532 |
74
+ | newstest2014-hien-enghin.eng.hin | 7.2 | 0.311 |
75
+ | newstest2015-encs-engces.eng.ces | 10.9 | 0.396 |
76
+ | newstest2015-ende-engdeu.eng.deu | 18.3 | 0.490 |
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+ | newstest2015-enfi-engfin.eng.fin | 10.1 | 0.421 |
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+ | newstest2015-enru-engrus.eng.rus | 14.5 | 0.445 |
79
+ | newstest2016-encs-engces.eng.ces | 12.2 | 0.408 |
80
+ | newstest2016-ende-engdeu.eng.deu | 21.4 | 0.517 |
81
+ | newstest2016-enfi-engfin.eng.fin | 11.2 | 0.435 |
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+ | newstest2016-enro-engron.eng.ron | 16.6 | 0.472 |
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+ | newstest2016-enru-engrus.eng.rus | 13.4 | 0.435 |
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+ | newstest2016-entr-engtur.eng.tur | 8.1 | 0.385 |
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+ | newstest2017-encs-engces.eng.ces | 9.6 | 0.377 |
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+ | newstest2017-ende-engdeu.eng.deu | 17.9 | 0.482 |
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+ | newstest2017-enfi-engfin.eng.fin | 11.8 | 0.440 |
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+ | newstest2017-enlv-englav.eng.lav | 9.6 | 0.412 |
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+ | newstest2017-enru-engrus.eng.rus | 14.1 | 0.446 |
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+ | newstest2017-entr-engtur.eng.tur | 8.0 | 0.378 |
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+ | newstest2017-enzh-engzho.eng.zho | 16.8 | 0.175 |
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+ | newstest2018-encs-engces.eng.ces | 9.8 | 0.380 |
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+ | newstest2018-ende-engdeu.eng.deu | 23.8 | 0.536 |
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+ | newstest2018-enet-engest.eng.est | 11.8 | 0.433 |
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+ | newstest2018-enfi-engfin.eng.fin | 7.8 | 0.398 |
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+ | newstest2018-enru-engrus.eng.rus | 12.2 | 0.434 |
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+ | newstest2018-entr-engtur.eng.tur | 7.5 | 0.383 |
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+ | newstest2018-enzh-engzho.eng.zho | 18.3 | 0.179 |
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+ | newstest2019-encs-engces.eng.ces | 10.7 | 0.389 |
100
+ | newstest2019-ende-engdeu.eng.deu | 21.0 | 0.512 |
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+ | newstest2019-enfi-engfin.eng.fin | 10.4 | 0.420 |
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+ | newstest2019-engu-engguj.eng.guj | 5.8 | 0.297 |
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+ | newstest2019-enlt-englit.eng.lit | 8.0 | 0.388 |
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+ | newstest2019-enru-engrus.eng.rus | 13.0 | 0.415 |
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+ | newstest2019-enzh-engzho.eng.zho | 15.0 | 0.192 |
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+ | newstestB2016-enfi-engfin.eng.fin | 9.0 | 0.414 |
107
+ | newstestB2017-enfi-engfin.eng.fin | 9.5 | 0.415 |
108
+ | Tatoeba-test.eng-abk.eng.abk | 4.2 | 0.275 |
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+ | Tatoeba-test.eng-ady.eng.ady | 0.4 | 0.006 |
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+ | Tatoeba-test.eng-afh.eng.afh | 1.0 | 0.058 |
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+ | Tatoeba-test.eng-afr.eng.afr | 47.0 | 0.663 |
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+ | Tatoeba-test.eng-akl.eng.akl | 2.7 | 0.080 |
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+ | Tatoeba-test.eng-amh.eng.amh | 8.5 | 0.455 |
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+ | Tatoeba-test.eng-ang.eng.ang | 6.2 | 0.138 |
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+ | Tatoeba-test.eng-ara.eng.ara | 6.3 | 0.325 |
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+ | Tatoeba-test.eng-arg.eng.arg | 1.5 | 0.107 |
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+ | Tatoeba-test.eng-asm.eng.asm | 2.1 | 0.265 |
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+ | Tatoeba-test.eng-ast.eng.ast | 15.7 | 0.393 |
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+ | Tatoeba-test.eng-avk.eng.avk | 0.2 | 0.095 |
120
+ | Tatoeba-test.eng-awa.eng.awa | 0.1 | 0.002 |
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+ | Tatoeba-test.eng-aze.eng.aze | 19.0 | 0.500 |
122
+ | Tatoeba-test.eng-bak.eng.bak | 12.7 | 0.379 |
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+ | Tatoeba-test.eng-bam.eng.bam | 8.3 | 0.037 |
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+ | Tatoeba-test.eng-bel.eng.bel | 13.5 | 0.396 |
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+ | Tatoeba-test.eng-ben.eng.ben | 10.0 | 0.383 |
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+ | Tatoeba-test.eng-bho.eng.bho | 0.1 | 0.003 |
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+ | Tatoeba-test.eng-bod.eng.bod | 0.0 | 0.147 |
128
+ | Tatoeba-test.eng-bre.eng.bre | 7.6 | 0.275 |
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+ | Tatoeba-test.eng-brx.eng.brx | 0.8 | 0.060 |
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+ | Tatoeba-test.eng-bul.eng.bul | 32.1 | 0.542 |
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+ | Tatoeba-test.eng-cat.eng.cat | 37.0 | 0.595 |
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+ | Tatoeba-test.eng-ceb.eng.ceb | 9.6 | 0.409 |
133
+ | Tatoeba-test.eng-ces.eng.ces | 24.0 | 0.475 |
134
+ | Tatoeba-test.eng-cha.eng.cha | 3.9 | 0.228 |
135
+ | Tatoeba-test.eng-che.eng.che | 0.7 | 0.013 |
136
+ | Tatoeba-test.eng-chm.eng.chm | 2.6 | 0.212 |
137
+ | Tatoeba-test.eng-chr.eng.chr | 6.0 | 0.190 |
138
+ | Tatoeba-test.eng-chv.eng.chv | 6.5 | 0.369 |
139
+ | Tatoeba-test.eng-cor.eng.cor | 0.9 | 0.086 |
140
+ | Tatoeba-test.eng-cos.eng.cos | 4.2 | 0.174 |
141
+ | Tatoeba-test.eng-crh.eng.crh | 9.9 | 0.361 |
142
+ | Tatoeba-test.eng-csb.eng.csb | 3.4 | 0.230 |
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+ | Tatoeba-test.eng-cym.eng.cym | 18.0 | 0.418 |
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+ | Tatoeba-test.eng-dan.eng.dan | 42.5 | 0.624 |
145
+ | Tatoeba-test.eng-deu.eng.deu | 25.2 | 0.505 |
146
+ | Tatoeba-test.eng-dsb.eng.dsb | 0.9 | 0.121 |
147
+ | Tatoeba-test.eng-dtp.eng.dtp | 0.3 | 0.084 |
148
+ | Tatoeba-test.eng-dws.eng.dws | 0.2 | 0.040 |
149
+ | Tatoeba-test.eng-egl.eng.egl | 0.4 | 0.085 |
150
+ | Tatoeba-test.eng-ell.eng.ell | 28.7 | 0.543 |
151
+ | Tatoeba-test.eng-enm.eng.enm | 3.3 | 0.295 |
152
+ | Tatoeba-test.eng-epo.eng.epo | 33.4 | 0.570 |
153
+ | Tatoeba-test.eng-est.eng.est | 30.3 | 0.545 |
154
+ | Tatoeba-test.eng-eus.eng.eus | 18.5 | 0.486 |
155
+ | Tatoeba-test.eng-ewe.eng.ewe | 6.8 | 0.272 |
156
+ | Tatoeba-test.eng-ext.eng.ext | 5.0 | 0.228 |
157
+ | Tatoeba-test.eng-fao.eng.fao | 5.2 | 0.277 |
158
+ | Tatoeba-test.eng-fas.eng.fas | 6.9 | 0.265 |
159
+ | Tatoeba-test.eng-fij.eng.fij | 31.5 | 0.365 |
160
+ | Tatoeba-test.eng-fin.eng.fin | 18.5 | 0.459 |
161
+ | Tatoeba-test.eng-fkv.eng.fkv | 0.9 | 0.132 |
162
+ | Tatoeba-test.eng-fra.eng.fra | 31.5 | 0.546 |
163
+ | Tatoeba-test.eng-frm.eng.frm | 0.9 | 0.128 |
164
+ | Tatoeba-test.eng-frr.eng.frr | 3.0 | 0.025 |
165
+ | Tatoeba-test.eng-fry.eng.fry | 14.4 | 0.387 |
166
+ | Tatoeba-test.eng-ful.eng.ful | 0.4 | 0.061 |
167
+ | Tatoeba-test.eng-gcf.eng.gcf | 0.3 | 0.075 |
168
+ | Tatoeba-test.eng-gil.eng.gil | 47.4 | 0.706 |
169
+ | Tatoeba-test.eng-gla.eng.gla | 10.9 | 0.341 |
170
+ | Tatoeba-test.eng-gle.eng.gle | 26.8 | 0.493 |
171
+ | Tatoeba-test.eng-glg.eng.glg | 32.5 | 0.565 |
172
+ | Tatoeba-test.eng-glv.eng.glv | 21.5 | 0.395 |
173
+ | Tatoeba-test.eng-gos.eng.gos | 0.3 | 0.124 |
174
+ | Tatoeba-test.eng-got.eng.got | 0.2 | 0.010 |
175
+ | Tatoeba-test.eng-grc.eng.grc | 0.0 | 0.005 |
176
+ | Tatoeba-test.eng-grn.eng.grn | 1.5 | 0.129 |
177
+ | Tatoeba-test.eng-gsw.eng.gsw | 0.6 | 0.106 |
178
+ | Tatoeba-test.eng-guj.eng.guj | 15.4 | 0.347 |
179
+ | Tatoeba-test.eng-hat.eng.hat | 31.1 | 0.527 |
180
+ | Tatoeba-test.eng-hau.eng.hau | 6.5 | 0.385 |
181
+ | Tatoeba-test.eng-haw.eng.haw | 0.2 | 0.066 |
182
+ | Tatoeba-test.eng-hbs.eng.hbs | 28.7 | 0.531 |
183
+ | Tatoeba-test.eng-heb.eng.heb | 21.3 | 0.443 |
184
+ | Tatoeba-test.eng-hif.eng.hif | 2.8 | 0.268 |
185
+ | Tatoeba-test.eng-hil.eng.hil | 12.0 | 0.463 |
186
+ | Tatoeba-test.eng-hin.eng.hin | 13.0 | 0.401 |
187
+ | Tatoeba-test.eng-hmn.eng.hmn | 0.2 | 0.073 |
188
+ | Tatoeba-test.eng-hoc.eng.hoc | 0.2 | 0.077 |
189
+ | Tatoeba-test.eng-hsb.eng.hsb | 5.7 | 0.308 |
190
+ | Tatoeba-test.eng-hun.eng.hun | 17.1 | 0.431 |
191
+ | Tatoeba-test.eng-hye.eng.hye | 15.0 | 0.378 |
192
+ | Tatoeba-test.eng-iba.eng.iba | 16.0 | 0.437 |
193
+ | Tatoeba-test.eng-ibo.eng.ibo | 2.9 | 0.221 |
194
+ | Tatoeba-test.eng-ido.eng.ido | 11.5 | 0.403 |
195
+ | Tatoeba-test.eng-iku.eng.iku | 2.3 | 0.089 |
196
+ | Tatoeba-test.eng-ile.eng.ile | 4.3 | 0.282 |
197
+ | Tatoeba-test.eng-ilo.eng.ilo | 26.4 | 0.522 |
198
+ | Tatoeba-test.eng-ina.eng.ina | 20.9 | 0.493 |
199
+ | Tatoeba-test.eng-isl.eng.isl | 12.5 | 0.375 |
200
+ | Tatoeba-test.eng-ita.eng.ita | 33.9 | 0.592 |
201
+ | Tatoeba-test.eng-izh.eng.izh | 4.6 | 0.050 |
202
+ | Tatoeba-test.eng-jav.eng.jav | 7.8 | 0.328 |
203
+ | Tatoeba-test.eng-jbo.eng.jbo | 0.1 | 0.123 |
204
+ | Tatoeba-test.eng-jdt.eng.jdt | 6.4 | 0.008 |
205
+ | Tatoeba-test.eng-jpn.eng.jpn | 0.0 | 0.000 |
206
+ | Tatoeba-test.eng-kab.eng.kab | 5.9 | 0.261 |
207
+ | Tatoeba-test.eng-kal.eng.kal | 13.4 | 0.382 |
208
+ | Tatoeba-test.eng-kan.eng.kan | 4.8 | 0.358 |
209
+ | Tatoeba-test.eng-kat.eng.kat | 1.8 | 0.115 |
210
+ | Tatoeba-test.eng-kaz.eng.kaz | 8.8 | 0.354 |
211
+ | Tatoeba-test.eng-kek.eng.kek | 3.7 | 0.188 |
212
+ | Tatoeba-test.eng-kha.eng.kha | 0.5 | 0.094 |
213
+ | Tatoeba-test.eng-khm.eng.khm | 0.4 | 0.243 |
214
+ | Tatoeba-test.eng-kin.eng.kin | 5.2 | 0.362 |
215
+ | Tatoeba-test.eng-kir.eng.kir | 17.2 | 0.416 |
216
+ | Tatoeba-test.eng-kjh.eng.kjh | 0.6 | 0.009 |
217
+ | Tatoeba-test.eng-kok.eng.kok | 5.5 | 0.005 |
218
+ | Tatoeba-test.eng-kom.eng.kom | 2.4 | 0.012 |
219
+ | Tatoeba-test.eng-krl.eng.krl | 2.0 | 0.099 |
220
+ | Tatoeba-test.eng-ksh.eng.ksh | 0.4 | 0.074 |
221
+ | Tatoeba-test.eng-kum.eng.kum | 0.9 | 0.007 |
222
+ | Tatoeba-test.eng-kur.eng.kur | 9.1 | 0.174 |
223
+ | Tatoeba-test.eng-lad.eng.lad | 1.2 | 0.154 |
224
+ | Tatoeba-test.eng-lah.eng.lah | 0.1 | 0.001 |
225
+ | Tatoeba-test.eng-lao.eng.lao | 0.6 | 0.426 |
226
+ | Tatoeba-test.eng-lat.eng.lat | 8.2 | 0.366 |
227
+ | Tatoeba-test.eng-lav.eng.lav | 20.4 | 0.475 |
228
+ | Tatoeba-test.eng-ldn.eng.ldn | 0.3 | 0.059 |
229
+ | Tatoeba-test.eng-lfn.eng.lfn | 0.5 | 0.104 |
230
+ | Tatoeba-test.eng-lij.eng.lij | 0.2 | 0.094 |
231
+ | Tatoeba-test.eng-lin.eng.lin | 1.2 | 0.276 |
232
+ | Tatoeba-test.eng-lit.eng.lit | 17.4 | 0.488 |
233
+ | Tatoeba-test.eng-liv.eng.liv | 0.3 | 0.039 |
234
+ | Tatoeba-test.eng-lkt.eng.lkt | 0.3 | 0.041 |
235
+ | Tatoeba-test.eng-lld.eng.lld | 0.1 | 0.083 |
236
+ | Tatoeba-test.eng-lmo.eng.lmo | 1.4 | 0.154 |
237
+ | Tatoeba-test.eng-ltz.eng.ltz | 19.1 | 0.395 |
238
+ | Tatoeba-test.eng-lug.eng.lug | 4.2 | 0.382 |
239
+ | Tatoeba-test.eng-mad.eng.mad | 2.1 | 0.075 |
240
+ | Tatoeba-test.eng-mah.eng.mah | 9.5 | 0.331 |
241
+ | Tatoeba-test.eng-mai.eng.mai | 9.3 | 0.372 |
242
+ | Tatoeba-test.eng-mal.eng.mal | 8.3 | 0.437 |
243
+ | Tatoeba-test.eng-mar.eng.mar | 13.5 | 0.410 |
244
+ | Tatoeba-test.eng-mdf.eng.mdf | 2.3 | 0.008 |
245
+ | Tatoeba-test.eng-mfe.eng.mfe | 83.6 | 0.905 |
246
+ | Tatoeba-test.eng-mic.eng.mic | 7.6 | 0.214 |
247
+ | Tatoeba-test.eng-mkd.eng.mkd | 31.8 | 0.540 |
248
+ | Tatoeba-test.eng-mlg.eng.mlg | 31.3 | 0.464 |
249
+ | Tatoeba-test.eng-mlt.eng.mlt | 11.7 | 0.427 |
250
+ | Tatoeba-test.eng-mnw.eng.mnw | 0.1 | 0.000 |
251
+ | Tatoeba-test.eng-moh.eng.moh | 0.6 | 0.067 |
252
+ | Tatoeba-test.eng-mon.eng.mon | 8.5 | 0.323 |
253
+ | Tatoeba-test.eng-mri.eng.mri | 8.5 | 0.320 |
254
+ | Tatoeba-test.eng-msa.eng.msa | 24.5 | 0.498 |
255
+ | Tatoeba-test.eng.multi | 22.4 | 0.451 |
256
+ | Tatoeba-test.eng-mwl.eng.mwl | 3.8 | 0.169 |
257
+ | Tatoeba-test.eng-mya.eng.mya | 0.2 | 0.123 |
258
+ | Tatoeba-test.eng-myv.eng.myv | 1.1 | 0.014 |
259
+ | Tatoeba-test.eng-nau.eng.nau | 0.6 | 0.109 |
260
+ | Tatoeba-test.eng-nav.eng.nav | 1.8 | 0.149 |
261
+ | Tatoeba-test.eng-nds.eng.nds | 11.3 | 0.365 |
262
+ | Tatoeba-test.eng-nep.eng.nep | 0.5 | 0.004 |
263
+ | Tatoeba-test.eng-niu.eng.niu | 34.4 | 0.501 |
264
+ | Tatoeba-test.eng-nld.eng.nld | 37.6 | 0.598 |
265
+ | Tatoeba-test.eng-nog.eng.nog | 0.2 | 0.010 |
266
+ | Tatoeba-test.eng-non.eng.non | 0.2 | 0.096 |
267
+ | Tatoeba-test.eng-nor.eng.nor | 36.3 | 0.577 |
268
+ | Tatoeba-test.eng-nov.eng.nov | 0.9 | 0.180 |
269
+ | Tatoeba-test.eng-nya.eng.nya | 9.8 | 0.524 |
270
+ | Tatoeba-test.eng-oci.eng.oci | 6.3 | 0.288 |
271
+ | Tatoeba-test.eng-ori.eng.ori | 5.3 | 0.273 |
272
+ | Tatoeba-test.eng-orv.eng.orv | 0.2 | 0.007 |
273
+ | Tatoeba-test.eng-oss.eng.oss | 3.0 | 0.230 |
274
+ | Tatoeba-test.eng-ota.eng.ota | 0.2 | 0.053 |
275
+ | Tatoeba-test.eng-pag.eng.pag | 20.2 | 0.513 |
276
+ | Tatoeba-test.eng-pan.eng.pan | 6.4 | 0.301 |
277
+ | Tatoeba-test.eng-pap.eng.pap | 44.7 | 0.624 |
278
+ | Tatoeba-test.eng-pau.eng.pau | 0.8 | 0.098 |
279
+ | Tatoeba-test.eng-pdc.eng.pdc | 2.9 | 0.143 |
280
+ | Tatoeba-test.eng-pms.eng.pms | 0.6 | 0.124 |
281
+ | Tatoeba-test.eng-pol.eng.pol | 22.7 | 0.500 |
282
+ | Tatoeba-test.eng-por.eng.por | 31.6 | 0.570 |
283
+ | Tatoeba-test.eng-ppl.eng.ppl | 0.5 | 0.085 |
284
+ | Tatoeba-test.eng-prg.eng.prg | 0.1 | 0.078 |
285
+ | Tatoeba-test.eng-pus.eng.pus | 0.9 | 0.137 |
286
+ | Tatoeba-test.eng-quc.eng.quc | 2.7 | 0.255 |
287
+ | Tatoeba-test.eng-qya.eng.qya | 0.4 | 0.084 |
288
+ | Tatoeba-test.eng-rap.eng.rap | 1.9 | 0.050 |
289
+ | Tatoeba-test.eng-rif.eng.rif | 1.3 | 0.102 |
290
+ | Tatoeba-test.eng-roh.eng.roh | 1.4 | 0.169 |
291
+ | Tatoeba-test.eng-rom.eng.rom | 7.8 | 0.329 |
292
+ | Tatoeba-test.eng-ron.eng.ron | 27.0 | 0.530 |
293
+ | Tatoeba-test.eng-rue.eng.rue | 0.1 | 0.009 |
294
+ | Tatoeba-test.eng-run.eng.run | 9.8 | 0.434 |
295
+ | Tatoeba-test.eng-rus.eng.rus | 22.2 | 0.465 |
296
+ | Tatoeba-test.eng-sag.eng.sag | 4.8 | 0.155 |
297
+ | Tatoeba-test.eng-sah.eng.sah | 0.2 | 0.007 |
298
+ | Tatoeba-test.eng-san.eng.san | 1.7 | 0.143 |
299
+ | Tatoeba-test.eng-scn.eng.scn | 1.5 | 0.083 |
300
+ | Tatoeba-test.eng-sco.eng.sco | 30.3 | 0.514 |
301
+ | Tatoeba-test.eng-sgs.eng.sgs | 1.6 | 0.104 |
302
+ | Tatoeba-test.eng-shs.eng.shs | 0.7 | 0.049 |
303
+ | Tatoeba-test.eng-shy.eng.shy | 0.6 | 0.064 |
304
+ | Tatoeba-test.eng-sin.eng.sin | 5.4 | 0.317 |
305
+ | Tatoeba-test.eng-sjn.eng.sjn | 0.3 | 0.074 |
306
+ | Tatoeba-test.eng-slv.eng.slv | 12.8 | 0.313 |
307
+ | Tatoeba-test.eng-sma.eng.sma | 0.8 | 0.063 |
308
+ | Tatoeba-test.eng-sme.eng.sme | 13.2 | 0.290 |
309
+ | Tatoeba-test.eng-smo.eng.smo | 12.1 | 0.416 |
310
+ | Tatoeba-test.eng-sna.eng.sna | 27.1 | 0.533 |
311
+ | Tatoeba-test.eng-snd.eng.snd | 6.0 | 0.359 |
312
+ | Tatoeba-test.eng-som.eng.som | 16.0 | 0.274 |
313
+ | Tatoeba-test.eng-spa.eng.spa | 36.7 | 0.603 |
314
+ | Tatoeba-test.eng-sqi.eng.sqi | 32.3 | 0.573 |
315
+ | Tatoeba-test.eng-stq.eng.stq | 0.6 | 0.198 |
316
+ | Tatoeba-test.eng-sun.eng.sun | 39.0 | 0.447 |
317
+ | Tatoeba-test.eng-swa.eng.swa | 1.1 | 0.109 |
318
+ | Tatoeba-test.eng-swe.eng.swe | 42.7 | 0.614 |
319
+ | Tatoeba-test.eng-swg.eng.swg | 0.6 | 0.118 |
320
+ | Tatoeba-test.eng-tah.eng.tah | 12.4 | 0.294 |
321
+ | Tatoeba-test.eng-tam.eng.tam | 5.0 | 0.404 |
322
+ | Tatoeba-test.eng-tat.eng.tat | 9.9 | 0.326 |
323
+ | Tatoeba-test.eng-tel.eng.tel | 4.7 | 0.326 |
324
+ | Tatoeba-test.eng-tet.eng.tet | 0.7 | 0.100 |
325
+ | Tatoeba-test.eng-tgk.eng.tgk | 5.5 | 0.304 |
326
+ | Tatoeba-test.eng-tha.eng.tha | 2.2 | 0.456 |
327
+ | Tatoeba-test.eng-tir.eng.tir | 1.5 | 0.197 |
328
+ | Tatoeba-test.eng-tlh.eng.tlh | 0.0 | 0.032 |
329
+ | Tatoeba-test.eng-tly.eng.tly | 0.3 | 0.061 |
330
+ | Tatoeba-test.eng-toi.eng.toi | 8.3 | 0.219 |
331
+ | Tatoeba-test.eng-ton.eng.ton | 32.7 | 0.619 |
332
+ | Tatoeba-test.eng-tpw.eng.tpw | 1.4 | 0.136 |
333
+ | Tatoeba-test.eng-tso.eng.tso | 9.6 | 0.465 |
334
+ | Tatoeba-test.eng-tuk.eng.tuk | 9.4 | 0.383 |
335
+ | Tatoeba-test.eng-tur.eng.tur | 24.1 | 0.542 |
336
+ | Tatoeba-test.eng-tvl.eng.tvl | 8.9 | 0.398 |
337
+ | Tatoeba-test.eng-tyv.eng.tyv | 10.4 | 0.249 |
338
+ | Tatoeba-test.eng-tzl.eng.tzl | 0.2 | 0.098 |
339
+ | Tatoeba-test.eng-udm.eng.udm | 6.5 | 0.212 |
340
+ | Tatoeba-test.eng-uig.eng.uig | 2.1 | 0.266 |
341
+ | Tatoeba-test.eng-ukr.eng.ukr | 24.3 | 0.479 |
342
+ | Tatoeba-test.eng-umb.eng.umb | 4.4 | 0.274 |
343
+ | Tatoeba-test.eng-urd.eng.urd | 8.6 | 0.344 |
344
+ | Tatoeba-test.eng-uzb.eng.uzb | 6.9 | 0.343 |
345
+ | Tatoeba-test.eng-vec.eng.vec | 1.0 | 0.094 |
346
+ | Tatoeba-test.eng-vie.eng.vie | 23.2 | 0.420 |
347
+ | Tatoeba-test.eng-vol.eng.vol | 0.3 | 0.086 |
348
+ | Tatoeba-test.eng-war.eng.war | 11.4 | 0.415 |
349
+ | Tatoeba-test.eng-wln.eng.wln | 8.4 | 0.218 |
350
+ | Tatoeba-test.eng-wol.eng.wol | 11.5 | 0.252 |
351
+ | Tatoeba-test.eng-xal.eng.xal | 0.1 | 0.007 |
352
+ | Tatoeba-test.eng-xho.eng.xho | 19.5 | 0.552 |
353
+ | Tatoeba-test.eng-yid.eng.yid | 4.0 | 0.256 |
354
+ | Tatoeba-test.eng-yor.eng.yor | 8.8 | 0.247 |
355
+ | Tatoeba-test.eng-zho.eng.zho | 21.8 | 0.192 |
356
+ | Tatoeba-test.eng-zul.eng.zul | 34.3 | 0.655 |
357
+ | Tatoeba-test.eng-zza.eng.zza | 0.5 | 0.080 |
358
+
359
+
360
+ ### System Info:
361
+ - hf_name: eng-mul
362
+
363
+ - source_languages: eng
364
+
365
+ - target_languages: mul
366
+
367
+ - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-mul/README.md
368
+
369
+ - original_repo: Tatoeba-Challenge
370
+
371
+ - tags: ['translation']
372
+
373
+ - prepro: normalization + SentencePiece (spm32k,spm32k)
374
+
375
+ - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-mul/opus2m-2020-08-01.zip
376
+
377
+ - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-mul/opus2m-2020-08-01.test.txt
378
+
379
+ - src_alpha3: eng
380
+
381
+ - tgt_alpha3: mul
382
+
383
+ - short_pair: en-mul
384
+
385
+ - chrF2_score: 0.451
386
+
387
+ - bleu: 22.4
388
+
389
+ - brevity_penalty: 0.987
390
+
391
+ - ref_len: 68724.0
392
+
393
+ - src_name: English
394
+
395
+ - tgt_name: Multiple languages
396
+
397
+ - train_date: 2020-08-01
398
+
399
+ - src_alpha2: en
400
+
401
+ - tgt_alpha2: mul
402
+
403
+ - prefer_old: False
404
+
405
+ - long_pair: eng-mul
406
+
407
+ - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
408
+
409
+ - transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
410
+
411
+ - port_machine: brutasse
412
+
413
+ - port_time: 2020-08-18-01:48