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opus4m+btTCv20210807-2021-09-30.yml
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opus4m+btTCv20210807-2021-09-30.yml
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release: fiu-fiu/opus4m+btTCv20210807-2021-09-30.zip
release-date: 2021-09-30
dataset-name: opus4m+btTCv20210807
modeltype: transformer
vocabulary:
source: opus4m+btTCv20210807.spm32k-spm32k.vocab.yml
target: opus4m+btTCv20210807.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
- est
- fin
- fkv
- hun
- izh
- koi
- kom
- kpv
- krl
- liv
- mdf
- mhr
- mrj
- myv
- sma
- sme
- udm
- vep
- vot
- vro
target-languages:
- eng
- est
- fin
- fkv
- hun
- izh
- koi
- kom
- kpv
- krl
- liv
- mdf
- mhr
- mrj
- myv
- sma
- sme
- udm
- vep
- vot
- vro
use-target-labels:
- ">>eng<<"
- ">>est<<"
- ">>fin<<"
- ">>hun<<"
- ">>sme<<"
- ">>mhr<<"
- ">>udm<<"
- ">>vro<<"
- ">>mrj<<"
training-data:
eng-est: Tatoeba-train-v2021-08-07 (4000000) wiki.aa.est-eng (983568) wiki.ab.est-eng (983133) wiki.ac.est-eng (495025) wikibooks.aa.est-eng (3297) wikiquote.aa.est-eng (14449) wikisource.aa.est-eng (335870)
eng-fin: Tatoeba-train-v2021-08-07 (4000000) wiki.aa.fin-eng (989793) wiki.ab.fin-eng (989863) wiki.ac.fin-eng (989739) wiki.ad.fin-eng (989710) wiki.ae.fin-eng (989743) wiki.af.fin-eng (989850) wiki.ag.fin-eng (989780) wiki.ah.fin-eng (479612) wikibooks.aa.fin-eng (65843) wikinews.aa.fin-eng (21283) wikiquote.aa.fin-eng (32622) wikisource.aa.fin-eng (273356)
eng-hun: Tatoeba-train-v2021-08-07 (4000000) wiki.aa.hun-eng (973640) wiki.ab.hun-eng (973430) wiki.ac.hun-eng (973452) wiki.ad.hun-eng (973459) wiki.ae.hun-eng (973446) wiki.af.hun-eng (973808) wiki.ag.hun-eng (973751) wiki.ah.hun-eng (847756) wikibooks.aa.hun-eng (172375) wikinews.aa.hun-eng (8746) wikiquote.aa.hun-eng (61771) wikisource.aa.hun-eng (653918)
eng-mdf: wiki.aa.mdf-eng (9116)
eng-mhr: Tatoeba-train-v2021-08-07 (13945)
eng-mrj: Tatoeba-train-v2021-08-07 (2)
eng-myv: wiki.aa.myv-eng (45550)
eng-sme: Tatoeba-train-v2021-08-07 (50476) wiki.aa.sme-eng (19591) wikibooks.aa.sme-eng (1)
eng-udm: Tatoeba-train-v2021-08-07 (9326) wiki.aa.udm-eng (36609)
eng-udm_Latn: Tatoeba-train-v2021-08-07 (1)
est-eng: Tatoeba-train-v2021-08-07 (4000000) wikibooks.aa (992135) wikinews.aa (457165) wikipedia.aa (982415) wikipedia.ab (982545) wikipedia.ac (982582) wikipedia.ad (982357) wikiquote.aa (996877)
est-est: Tatoeba-train-v2021-08-07.est-est.clean.est1.gz (3073550)
est-fin: Tatoeba-train-v2021-08-07 (4000000) wiki.aa.fin-est (987305) wiki.ab.fin-est (987491) wiki.ac.fin-est (987254) wiki.ad.fin-est (987246) wiki.ae.fin-est (987265) wiki.af.fin-est (987362) wiki.ag.fin-est (987384) wiki.ah.fin-est (478370) wikibooks.aa.fin-est (65688) wikinews.aa.fin-est (21242) wikiquote.aa.fin-est (32512) wikisource.aa.fin-est (272075)
est-vro: Tatoeba-train-v2021-08-07 (944)
fin-eng: Tatoeba-train-v2021-08-07 (4000000) wikibooks.aa (992334) wikinews.aa (457233) wikipedia.aa (983013) wikipedia.ab (983150) wikipedia.ac (983127) wikipedia.ad (982918) wikiquote.aa (997039)
fin-est: Tatoeba-train-v2021-08-07 (4000000) wiki.aa (978705) wiki.ab (978075) wiki.ac (492614) wikibooks.aa (3249) wikiquote.aa (14410) wikisource.aa (334378)
fin-fin: Tatoeba-train-v2021-08-07.fin-fin.clean.fin1.gz (4000000)
fin-hun: Tatoeba-train-v2021-08-07 (4000000)
hun-eng: Tatoeba-train-v2021-08-07 (4000000) wikibooks.aa (992417) wikinews.aa (457398) wikipedia.aa (983945) wikipedia.ab (984162) wikipedia.ac (984097) wikipedia.ad (983931) wikiquote.aa (997214)
hun-fin: Tatoeba-train-v2021-08-07 (4000000)
hun-hun: Tatoeba-train-v2021-08-07.hun-hun.clean.hun1.gz (4000000)
mhr-eng: Tatoeba-train-v2021-08-07 (13945)
mrj-eng: Tatoeba-train-v2021-08-07 (2)
sme-eng: Tatoeba-train-v2021-08-07 (50476)
udm-eng: Tatoeba-train-v2021-08-07 (9326)
udm_Latn-eng: Tatoeba-train-v2021-08-07 (1)
vro-est: Tatoeba-train-v2021-08-07 (944)
validation-data:
eng-est: Tatoeba-dev-v2021-08-07, 1093
eng-fin: Tatoeba-dev-v2021-08-07, 69896
eng-hun: Tatoeba-dev-v2021-08-07, 97144
eng-koi: Tatoeba-dev-v2021-08-07, 5
eng-kom: Tatoeba-dev-v2021-08-07, 4
eng-kpv: Tatoeba-dev-v2021-08-07, 985
eng-kpv_Latn: Tatoeba-dev-v2021-08-07, 8
eng-mdf: Tatoeba-dev-v2021-08-07, 32
eng-mhr: Tatoeba-dev-v2021-08-07, 952
eng-myv: Tatoeba-dev-v2021-08-07, 939
eng-sme: Tatoeba-dev-v2021-08-07, 1000
eng-udm: Tatoeba-dev-v2021-08-07, 1000
eng-vot_Cyrl: Tatoeba-dev-v2021-08-07, 696
eng-vot_Latn: Tatoeba-dev-v2021-08-07, 193
eng-vro: Tatoeba-dev-v2021-08-07, 3
eng-est: Tatoeba-dev-v2021-08-07, 1093
est-est: Tatoeba-dev-v2021-08-07, 1000
est-fin: Tatoeba-dev-v2021-08-07, 1000
eng-fin: Tatoeba-dev-v2021-08-07, 69896
est-fin: Tatoeba-dev-v2021-08-07, 1000
fin-fin: Tatoeba-dev-v2021-08-07, 349
fin-fkv_Latn: Tatoeba-dev-v2021-08-07, 68
fin-hun: Tatoeba-dev-v2021-08-07, 1008
fin-krl: Tatoeba-dev-v2021-08-07, 5
fin-fkv_Latn: Tatoeba-dev-v2021-08-07, 68
eng-hun: Tatoeba-dev-v2021-08-07, 97144
fin-hun: Tatoeba-dev-v2021-08-07, 1008
hun-hun: Tatoeba-dev-v2021-08-07, 1000
eng-koi: Tatoeba-dev-v2021-08-07, 5
eng-kom: Tatoeba-dev-v2021-08-07, 4
eng-kpv: Tatoeba-dev-v2021-08-07, 985
eng-kpv_Latn: Tatoeba-dev-v2021-08-07, 8
fin-krl: Tatoeba-dev-v2021-08-07, 5
eng-mdf: Tatoeba-dev-v2021-08-07, 32
eng-mhr: Tatoeba-dev-v2021-08-07, 952
eng-myv: Tatoeba-dev-v2021-08-07, 939
eng-sme: Tatoeba-dev-v2021-08-07, 1000
eng-udm: Tatoeba-dev-v2021-08-07, 1000
eng-vot_Cyrl: Tatoeba-dev-v2021-08-07, 696
eng-vot_Latn: Tatoeba-dev-v2021-08-07, 193
eng-vro: Tatoeba-dev-v2021-08-07, 3
total-size-shuffled: 21201
devset-selected: top 5000 lines of Tatoeba-dev-v2021-08-07.src.shuffled
test-data:
newsdev2015-enfi.eng-fin: 1500/23375
newsdev2015-enfi.fin-eng: 1500/32104
newsdev2018-enet.eng-est: 2000/34508
newsdev2018-enet.est-eng: 2000/43194
newssyscomb2009.eng-hun: 502/9733
newssyscomb2009.hun-eng: 502/11821
newstest2009.eng-hun: 2525/54965
newstest2009.hun-eng: 2525/65402
newstest2015-enfi.eng-fin: 1370/19968
newstest2015-enfi.fin-eng: 1370/27356
newstest2016-enfi.eng-fin: 3000/48116
newstest2016-enfi.fin-eng: 3000/63043
newstest2017-enfi.eng-fin: 3002/45718
newstest2017-enfi.fin-eng: 3002/61936
newstest2018-enet.eng-est: 2000/36236
newstest2018-enet.est-eng: 2000/45521
newstest2018-enfi.eng-fin: 3000/45475
newstest2018-enfi.fin-eng: 3000/62325
newstest2019-enfi.eng-fin: 1997/38369
newstest2019-fien.fin-eng: 1996/36227
newstestB2016-enfi.eng-fin: 3000/45766
newstestB2016-enfi.fin-eng: 3000/63043
newstestB2017-enfi.eng-fin: 3002/45506
newstestB2017-enfi.fin-eng: 3002/61936
newstestB2017-fien.fin-eng: 3002/61936
Tatoeba-test-v2021-08-07.multi-multi: 10000/63872
BLEU-scores:
newsdev2015-enfi.eng-fin: 16.9
newsdev2015-enfi.fin-eng: 21.2
newsdev2018-enet.eng-est: 18.3
newsdev2018-enet.est-eng: 23.6
newssyscomb2009.eng-hun: 13.8
newssyscomb2009.hun-eng: 18.1
newstest2009.eng-hun: 14.3
newstest2009.hun-eng: 18.0
newstest2015-enfi.eng-fin: 18.8
newstest2015-enfi.fin-eng: 22.1
newstest2016-enfi.eng-fin: 20.3
newstest2016-enfi.fin-eng: 24.2
newstest2017-enfi.eng-fin: 22.6
newstest2017-enfi.fin-eng: 26.1
newstest2018-enet.eng-est: 18.8
newstest2018-enet.est-eng: 24.3
newstest2018-enfi.eng-fin: 14.3
newstest2018-enfi.fin-eng: 19.5
newstest2019-enfi.eng-fin: 19.3
newstest2019-fien.fin-eng: 24.2
newstestB2016-enfi.eng-fin: 15.8
newstestB2016-enfi.fin-eng: 19.9
newstestB2017-enfi.eng-fin: 18.1
newstestB2017-enfi.fin-eng: 22.4
newstestB2017-fien.fin-eng: 22.4
Tatoeba-test-v2021-08-07.multi-multi: 36.7
chr-F-scores:
newsdev2015-enfi.eng-fin: 0.505
newsdev2015-enfi.fin-eng: 0.500
newsdev2018-enet.eng-est: 0.504
newsdev2018-enet.est-eng: 0.520
newssyscomb2009.eng-hun: 0.456
newssyscomb2009.hun-eng: 0.472
newstest2009.eng-hun: 0.450
newstest2009.hun-eng: 0.470
newstest2015-enfi.eng-fin: 0.518
newstest2015-enfi.fin-eng: 0.504
newstest2016-enfi.eng-fin: 0.531
newstest2016-enfi.fin-eng: 0.528
newstest2017-enfi.eng-fin: 0.552
newstest2017-enfi.fin-eng: 0.540
newstest2018-enet.eng-est: 0.512
newstest2018-enet.est-eng: 0.531
newstest2018-enfi.eng-fin: 0.483
newstest2018-enfi.fin-eng: 0.477
newstest2019-enfi.eng-fin: 0.508
newstest2019-fien.fin-eng: 0.518
newstestB2016-enfi.eng-fin: 0.498
newstestB2016-enfi.fin-eng: 0.488
newstestB2017-enfi.eng-fin: 0.514
newstestB2017-enfi.fin-eng: 0.508
newstestB2017-fien.fin-eng: 0.508
Tatoeba-test-v2021-08-07.multi-multi: 0.565