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opus1m+bt-2021-04-10.yml
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opus1m+bt-2021-04-10.yml
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release: eng-itc/opus1m+bt-2021-04-10.zip
release-date: 2021-04-10
dataset-name: opus1m+bt
modeltype: transformer-align
vocabulary:
source: opus1m+bt.spm32k-spm32k.vocab.yml
target: opus1m+bt.spm32k-spm32k.vocab.yml
pre-processing: normalization + SentencePiece (spm32k,spm32k)
subwords:
source: spm32k
target: spm32k
subword-models:
source: source.spm
target: target.spm
source-languages:
- eng
target-languages:
- arg
- ast
- cat
- cbk
- cos
- egl
- ext
- fra
- frm
- gcf
- glg
- hat
- ita
- lad
- lat
- lij
- lld
- lmo
- mfe
- mol
- mwl
- oci
- osp
- pap
- pms
- pob
- por
- roh
- ron
- scn
- spa
- vec
- wln
use-target-labels:
- ">>arg<<"
- ">>ast<<"
- ">>cat<<"
- ">>cbk_Latn<<"
- ">>cos<<"
- ">>egl<<"
- ">>ext<<"
- ">>fra<<"
- ">>frm_Latn<<"
- ">>gcf_Latn<<"
- ">>glg<<"
- ">>hat<<"
- ">>ita<<"
- ">>lad<<"
- ">>lad_Latn<<"
- ">>lat_Latn<<"
- ">>lij<<"
- ">>lld_Latn<<"
- ">>lmo<<"
- ">>mfe<<"
- ">>mol<<"
- ">>mwl<<"
- ">>oci<<"
- ">>osp_Latn<<"
- ">>pap<<"
- ">>pms<<"
- ">>pob<<"
- ">>por<<"
- ">>roh<<"
- ">>ron<<"
- ">>scn<<"
- ">>spa<<"
- ">>vec<<"
- ">>wln<<"
training-data:
eng-arg: Tatoeba-train (11151) wiki.aa (170732)
eng-ast: Tatoeba-train (181561) wiki.aa (930535) wiki.ab (931041) wiki.ac (32805) wikibooks.aa (84) wikiquote.aa (325)
eng-cat: Tatoeba-train (936576) wiki.aa (954729) wiki.ab (954660) wiki.ac (954148) wiki.ad (954534) wiki.ae (954455) wiki.af (954649) wiki.ag (954669) wiki.ah (538851) wikibooks.aa (39436) wikinews.aa (8897) wikiquote.aa (52251) wikisource.aa (158807)
eng-cbk_Latn: Tatoeba-train (5)
eng-cos: wiki.aa (28306) wikibooks.aa (423) wikiquote.aa (372)
eng-ext: wiki.aa.ext-eng (20776)
eng-fra: Tatoeba-train (1000000) wiki.aa.fra-eng (935620) wiki.ab.fra-eng (936213) wiki.ac.fra-eng (936067) wiki.ad.fra-eng (935869) wiki.ae.fra-eng (936118) wiki.af.fra-eng (935646) wiki.ag.fra-eng (936104) wiki.ah.fra-eng (935625) wiki.ai.fra-eng (936039) wiki.aj.fra-eng (935966) wiki.ak.fra-eng (936320) wiki.al.fra-eng (935840) wiki.am.fra-eng (936023) wiki.an.fra-eng (935744) wiki.ao.fra-eng (935858) wiki.ap.fra-eng (935631) wiki.aq.fra-eng (935711) wiki.ar.fra-eng (936272) wiki.as.fra-eng (936056) wiki.at.fra-eng (935866) wiki.au.fra-eng (946440) wiki.av.fra-eng (947586) wiki.aw.fra-eng (947881) wiki.ax.fra-eng (948194) wiki.ay.fra-eng (947457) wiki.az.fra-eng (948042) wiki.ba.fra-eng (948056) wiki.bb.fra-eng (947946) wiki.bc.fra-eng (947780) wiki.bd.fra-eng (947899) wiki.be.fra-eng (947676) wiki.bf.fra-eng (948079) wiki.bg.fra-eng (721919) wikibooks.aa.fra-eng (175350) wikinews.aa.fra-eng (153939) wikiquote.aa.fra-eng (127852) wikisource.aa.fra-eng (949635) wikisource.ab.fra-eng (949313) wikisource.ac.fra-eng (948945) wikisource.ad.fra-eng (949740) wikisource.ae.fra-eng (949568) wikisource.af.fra-eng (949251) wikisource.ag.fra-eng (949415) wikisource.ah.fra-eng (949323) wikisource.ai.fra-eng (949941) wikisource.aj.fra-eng (949287) wikisource.ak.fra-eng (949564) wikisource.al.fra-eng (949369) wikisource.am.fra-eng (949096) wikisource.an.fra-eng (949484) wikisource.ao.fra-eng (949565) wikisource.ap.fra-eng (949363) wikisource.aq.fra-eng (949559) wikisource.ar.fra-eng (949432) wikisource.as.fra-eng (949957) wikisource.at.fra-eng (949348) wikisource.au.fra-eng (949622) wikisource.av.fra-eng (949590) wikisource.aw.fra-eng (949602) wikisource.ax.fra-eng (949449) wikisource.ay.fra-eng (949183) wikisource.az.fra-eng (949534) wikisource.ba.fra-eng (949730) wikisource.bb.fra-eng (300650)
eng-glg: Tatoeba-train (557887) wiki.aa.glg-eng (970849) wiki.ab.glg-eng (945712) wikibooks.aa.glg-eng (11090) wikiquote.aa.glg-eng (3891) wikisource.aa.glg-eng (21806)
eng-hat: Tatoeba-train (215472) wiki.aa.hat-eng (84089) wikisource.aa.hat-eng (1419)
eng-ita: Tatoeba-train (1000000) wiki.aa.ita-eng (963938) wiki.ab.ita-eng (964009) wiki.ac.ita-eng (963763) wiki.ad.ita-eng (963847) wiki.ae.ita-eng (963958) wiki.af.ita-eng (963876) wiki.ag.ita-eng (964250) wiki.ah.ita-eng (963629) wiki.ai.ita-eng (963852) wiki.aj.ita-eng (963923) wiki.ak.ita-eng (963829) wiki.al.ita-eng (964273) wiki.am.ita-eng (964212) wiki.an.ita-eng (963810) wiki.ao.ita-eng (963653) wiki.ap.ita-eng (963764) wiki.aq.ita-eng (963947) wiki.ar.ita-eng (805544) wikibooks.aa.ita-eng (136077) wikinews.aa.ita-eng (78931) wikiquote.aa.ita-eng (606161) wikisource.aa.ita-eng (956602) wikisource.ab.ita-eng (939738)
eng-lad: wiki.aa.lad-eng (21232)
eng-lat_Latn: Tatoeba-train (65145)
eng-lij: wiki.aa.lij-eng (14231)
eng-lmo: wiki.aa.lmo-eng (138358)
eng-mfe: Tatoeba-train (159717)
eng-mol: Tatoeba-train (27)
eng-mwl: wiki.aa.mwl-eng (70179)
eng-oci: Tatoeba-train (94749) wiki.aa.oci-eng (383193) wikibooks.aa.oci-eng (714)
eng-pap: Tatoeba-train (322780) wiki.aa.pap-eng (8438)
eng-pms: wiki.aa.pms-eng (664) wikisource.aa.pms-eng (67185)
eng-pob: Tatoeba-train (1000000)
eng-por: Tatoeba-train (1000000)
eng-roh: wiki.aa.roh-eng (78759)
eng-ron: Tatoeba-train (1000000) wiki.aa.ron-eng (955315) wiki.ab.ron-eng (955189) wiki.ac.ron-eng (955103) wiki.ad.ron-eng (425254) wikibooks.aa.ron-eng (7285) wikinews.aa.ron-eng (11336) wikiquote.aa.ron-eng (8822) wikisource.aa.ron-eng (792617)
eng-scn: wiki.aa.scn-eng (74264)
eng-spa: Tatoeba-train (1000000) wiki.aa.spa-eng (944705) wiki.ab.spa-eng (944800) wiki.ac.spa-eng (944652) wiki.ad.spa-eng (944925) wiki.ae.spa-eng (944831) wiki.af.spa-eng (945241) wiki.ag.spa-eng (944584) wiki.ah.spa-eng (944533) wiki.ai.spa-eng (944811) wiki.aj.spa-eng (944939) wiki.ak.spa-eng (944824) wiki.al.spa-eng (944687) wiki.am.spa-eng (944465) wiki.an.spa-eng (944354) wiki.ao.spa-eng (944503) wiki.ap.spa-eng (944756) wiki.aq.spa-eng (944075) wiki.ar.spa-eng (945208) wiki.as.spa-eng (944464) wiki.at.spa-eng (944877) wiki.au.spa-eng (944873) wiki.av.spa-eng (944665) wiki.aw.spa-eng (944716) wiki.ax.spa-eng (944534) wiki.ay.spa-eng (703227) wikibooks.aa.spa-eng (179533) wikinews.aa.spa-eng (122072) wikiquote.aa.spa-eng (145726) wikisource.aa.spa-eng (955939) wikisource.ab.spa-eng (955646) wikisource.ac.spa-eng (864285)
eng-vec: wiki.aa.vec-eng (60124) wikisource.aa.vec-eng (31661)
eng-wln: Tatoeba-train (290233) wiki.aa.wln-eng (53084) wikibooks.aa.wln-eng (4)
validation-data:
arg-eng: Tatoeba-dev, 1000
ast-eng: Tatoeba-dev, 1000
cat-eng: Tatoeba-dev, 1000
cbk_Latn-eng: Tatoeba-dev, 1000
cos-eng: Tatoeba-dev, 294
eng-ext: Tatoeba-dev, 7
eng-fra: Tatoeba-dev, 250098
eng-frm_Latn: Tatoeba-dev, 28
eng-glg: Tatoeba-dev, 1000
eng-hat: Tatoeba-dev, 1000
eng-ita: Tatoeba-dev, 470055
eng-lad: Tatoeba-dev, 7
eng-lad_Latn: Tatoeba-dev, 7
eng-lat_Latn: Tatoeba-dev, 13717
eng-lij: Tatoeba-dev, 9
eng-lld_Latn: Tatoeba-dev, 269
eng-lmo: Tatoeba-dev, 45
eng-mfe: Tatoeba-dev, 1000
eng-oci: Tatoeba-dev, 1000
eng-pap: Tatoeba-dev, 1000
eng-pms: Tatoeba-dev, 139
eng-por: Tatoeba-dev, 198580
eng-roh: Tatoeba-dev, 175
eng-ron: Tatoeba-dev, 9627
eng-scn: Tatoeba-dev, 1
eng-spa: Tatoeba-dev, 195195
eng-vec: Tatoeba-dev, 818
eng-wln: Tatoeba-dev, 1000
total-size-shuffled: 16341
devset-selected: top 5000 lines of Tatoeba-dev.src.shuffled!
test-data:
newsdev2016-enro.eng-ron: 1999/51566
newsdiscussdev2015-enfr.eng-fra: 1500/27986
newsdiscusstest2015-enfr.eng-fra: 1500/28027
newssyscomb2009.eng-fra: 502/12334
newssyscomb2009.eng-ita: 502/11551
newssyscomb2009.eng-spa: 502/12506
news-test2008.eng-fra: 2051/52685
news-test2008.eng-spa: 2051/52596
newstest2009.eng-fra: 2525/69278
newstest2009.eng-ita: 2525/63474
newstest2009.eng-spa: 2525/68114
newstest2010.eng-fra: 2489/66043
newstest2010.eng-spa: 2489/65522
newstest2011.eng-fra: 3003/80626
newstest2011.eng-spa: 3003/79476
newstest2012.eng-fra: 3003/78011
newstest2012.eng-spa: 3003/79006
newstest2013.eng-fra: 3000/70037
newstest2013.eng-spa: 3000/70528
newstest2016-enro.eng-ron: 1999/49094
Tatoeba-test.eng-arg: 105/405
Tatoeba-test.eng-ast: 99/720
Tatoeba-test.eng-cat: 1631/12342
Tatoeba-test.eng-cbk: 1498/10591
Tatoeba-test.eng-cos: 5/45
Tatoeba-test.eng-egl: 84/438
Tatoeba-test.eng-ext: 69/353
Tatoeba-test.eng-fra: 10000/80759
Tatoeba-test.eng-frm: 18/211
Tatoeba-test.eng-gcf: 99/560
Tatoeba-test.eng-glg: 1008/7828
Tatoeba-test.eng-hat: 64/416
Tatoeba-test.eng-ita: 10000/65498
Tatoeba-test.eng-lad_Latn: 582/3097
Tatoeba-test.eng-lad: 629/3354
Tatoeba-test.eng-lat: 10000/74902
Tatoeba-test.eng-lij: 94/711
Tatoeba-test.eng-lld: 21/228
Tatoeba-test.eng-lmo: 17/124
Tatoeba-test.eng-mfe: 7/36
Tatoeba-test.eng-mwl: 4/21
Tatoeba-test.eng-oci: 841/5219
Tatoeba-test.eng-osp: 3/20
Tatoeba-test.eng-pap: 70/376
Tatoeba-test.eng-pms: 268/2244
Tatoeba-test.eng-por: 10000/75353
Tatoeba-test.eng-roh: 16/198
Tatoeba-test.eng-ron: 5000/36833
Tatoeba-test.eng-scn: 4/42
Tatoeba-test.eng-spa: 10000/77291
Tatoeba-test.eng-vec: 19/127
Tatoeba-test.eng-wln: 89/520
Tatoeba-test.eng-multi: 10000/74243
tico19-test.eng-fra: 2100/64655
tico19-test.eng-pob: 2100/62729
tico19-test.eng-por: 2100/62729
tico19-test.eng-spa: 2100/66591
BLEU-scores:
newsdev2016-enro.eng-ron: 21.4
newsdiscussdev2015-enfr.eng-fra: 27.7
newsdiscusstest2015-enfr.eng-fra: 32.1
newssyscomb2009.eng-fra: 26.6
newssyscomb2009.eng-ita: 27.4
newssyscomb2009.eng-spa: 28.8
news-test2008.eng-fra: 23.8
news-test2008.eng-spa: 26.3
newstest2009.eng-fra: 24.9
newstest2009.eng-ita: 27.3
newstest2009.eng-spa: 27.8
newstest2010.eng-fra: 27.1
newstest2010.eng-spa: 32.2
newstest2011.eng-fra: 29.2
newstest2011.eng-spa: 33.8
newstest2012.eng-fra: 27.3
newstest2012.eng-spa: 33.5
newstest2013.eng-fra: 27.7
newstest2013.eng-spa: 30.3
newstest2016-enro.eng-ron: 20.8
Tatoeba-test.eng-arg: 12.4
Tatoeba-test.eng-ast: 24.4
Tatoeba-test.eng-cat: 44.5
Tatoeba-test.eng-cbk: 4.4
Tatoeba-test.eng-cos: 39.5
Tatoeba-test.eng-egl: 0.4
Tatoeba-test.eng-ext: 11.4
Tatoeba-test.eng-fra: 39.8
Tatoeba-test.eng-frm: 2.1
Tatoeba-test.eng-gcf: 0.8
Tatoeba-test.eng-glg: 41.5
Tatoeba-test.eng-hat: 33.1
Tatoeba-test.eng-ita: 42.5
Tatoeba-test.eng-lad_Latn: 8.0
Tatoeba-test.eng-lad: 7.5
Tatoeba-test.eng-lat: 10.4
Tatoeba-test.eng-lij: 4.0
Tatoeba-test.eng-lld: 1.0
Tatoeba-test.eng-lmo: 8.8
Tatoeba-test.eng-mfe: 83.6
Tatoeba-test.eng-mwl: 7.8
Tatoeba-test.eng-oci: 9.9
Tatoeba-test.eng-osp: 13.9
Tatoeba-test.eng-pap: 49.0
Tatoeba-test.eng-pms: 14.3
Tatoeba-test.eng-por: 41.6
Tatoeba-test.eng-roh: 22.5
Tatoeba-test.eng-ron: 33.6
Tatoeba-test.eng-scn: 38.9
Tatoeba-test.eng-spa: 45.4
Tatoeba-test.eng-vec: 5.6
Tatoeba-test.eng-wln: 11.9
Tatoeba-test.eng-multi: 35.1
tico19-test.eng-fra: 33.2
tico19-test.eng-pob: 41.4
tico19-test.eng-por: 40.7
tico19-test.eng-spa: 42.4
chr-F-scores:
newsdev2016-enro.eng-ron: 0.524
newsdiscussdev2015-enfr.eng-fra: 0.556
newsdiscusstest2015-enfr.eng-fra: 0.588
newssyscomb2009.eng-fra: 0.558
newssyscomb2009.eng-ita: 0.578
newssyscomb2009.eng-spa: 0.565
news-test2008.eng-fra: 0.527
news-test2008.eng-spa: 0.541
newstest2009.eng-fra: 0.544
newstest2009.eng-ita: 0.572
newstest2009.eng-spa: 0.560
newstest2010.eng-fra: 0.559
newstest2010.eng-spa: 0.588
newstest2011.eng-fra: 0.576
newstest2011.eng-spa: 0.591
newstest2012.eng-fra: 0.560
newstest2012.eng-spa: 0.590
newstest2013.eng-fra: 0.549
newstest2013.eng-spa: 0.566
newstest2016-enro.eng-ron: 0.510
Tatoeba-test.eng-arg: 0.328
Tatoeba-test.eng-ast: 0.476
Tatoeba-test.eng-cat: 0.648
Tatoeba-test.eng-cbk: 0.253
Tatoeba-test.eng-cos: 0.680
Tatoeba-test.eng-egl: 0.118
Tatoeba-test.eng-ext: 0.345
Tatoeba-test.eng-fra: 0.605
Tatoeba-test.eng-frm: 0.221
Tatoeba-test.eng-gcf: 0.118
Tatoeba-test.eng-glg: 0.627
Tatoeba-test.eng-hat: 0.549
Tatoeba-test.eng-ita: 0.651
Tatoeba-test.eng-lad_Latn: 0.314
Tatoeba-test.eng-lad: 0.288
Tatoeba-test.eng-lat: 0.371
Tatoeba-test.eng-lij: 0.278
Tatoeba-test.eng-lld: 0.213
Tatoeba-test.eng-lmo: 0.317
Tatoeba-test.eng-mfe: 0.905
Tatoeba-test.eng-mwl: 0.505
Tatoeba-test.eng-oci: 0.330
Tatoeba-test.eng-osp: 0.331
Tatoeba-test.eng-pap: 0.673
Tatoeba-test.eng-pms: 0.359
Tatoeba-test.eng-por: 0.640
Tatoeba-test.eng-roh: 0.476
Tatoeba-test.eng-ron: 0.580
Tatoeba-test.eng-scn: 0.482
Tatoeba-test.eng-spa: 0.657
Tatoeba-test.eng-vec: 0.315
Tatoeba-test.eng-wln: 0.299
Tatoeba-test.eng-multi: 0.564
tico19-test.eng-fra: 0.588
tico19-test.eng-pob: 0.686
tico19-test.eng-por: 0.683
tico19-test.eng-spa: 0.681