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opus-2020-07-19.yml
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opus-2020-07-19.yml
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release: ine-eng/opus-2020-07-19.zip
release-date: 2020-07-19
dataset-name: opus
modeltype: transformer
pre-processing: normalization + SentencePiece (spm32k,spm32k)
subwords:
source: spm32k
target: spm32k
subword-models:
source: source.spm
target: target.spm
source-languages:
- afr
- aln
- ang
- arg
- asm
- ast
- awa
- bel
- ben
- bho
- bos
- bre
- bul
- cat
- ces
- cor
- cos
- csb
- cym
- dan
- deu
- dsb
- egl
- ell
- enm
- ext
- fao
- fra
- frm
- frr
- fry
- gcf
- gla
- gle
- glg
- glv
- gom
- gos
- got
- grc
- gsw
- guj
- hat
- hif
- hin
- hrv
- hsb
- hye
- ind
- isl
- ita
- jdt
- ksh
- kur
- lad
- lat
- lav
- lij
- lit
- lld
- lmo
- ltg
- ltz
- mai
- mar
- max
- mfe
- min
- mkd
- mwl
- nds
- nld
- nno
- nob
- non
- npi
- oci
- ori
- orv
- oss
- pan
- pap
- pdc
- pes
- pms
- pnb
- pol
- por
- prg
- pus
- roh
- rom
- ron
- rue
- rus
- san
- scn
- sco
- sgs
- sin
- slv
- snd
- spa
- sqi
- srp
- stq
- swe
- swg
- tgk
- tly
- tmw
- ukr
- urd
- vec
- wln
- yid
- zlm
- zsm
- zza
target-languages:
- eng
test-data:
Tatoeba-test.afr-eng: 1374/8101
Tatoeba-test.ang-eng: 189/1693
Tatoeba-test.arg-eng: 105/343
Tatoeba-test.asm-eng: 117/573
Tatoeba-test.ast-eng: 99/682
Tatoeba-test.awa-eng: 279/1042
Tatoeba-test.bel-eng: 2500/15535
Tatoeba-test.ben-eng: 2500/11321
Tatoeba-test.bho-eng: 42/229
Tatoeba-test.bre-eng: 383/1644
Tatoeba-test.bul-eng: 10000/60705
Tatoeba-test.cat-eng: 1631/10625
Tatoeba-test.ces-eng: 10000/64235
Tatoeba-test.cor-eng: 3198/13500
Tatoeba-test.cos-eng: 5/28
Tatoeba-test.csb-eng: 27/197
Tatoeba-test.cym-eng: 818/4618
Tatoeba-test.dan-eng: 10000/62015
Tatoeba-test.deu-eng: 10000/69484
Tatoeba-test.dsb-eng: 34/168
Tatoeba-test.egl-eng: 84/348
Tatoeba-test.ell-eng: 10000/50149
Tatoeba-test.enm-eng: 49/238
Tatoeba-test.ext-eng: 69/279
Tatoeba-test.fao-eng: 294/1631
Tatoeba-test.fas-eng: 3768/26936
Tatoeba-test.fra-eng: 10000/65688
Tatoeba-test.frm-eng: 18/183
Tatoeba-test.frr-eng: 2/7
Tatoeba-test.fry-eng: 205/1234
Tatoeba-test.gcf-eng: 99/455
Tatoeba-test.gla-eng: 917/5130
Tatoeba-test.gle-eng: 1924/9187
Tatoeba-test.glg-eng: 1008/7171
Tatoeba-test.glv-eng: 5/22
Tatoeba-test.gos-eng: 1152/4319
Tatoeba-test.got-eng: 207/865
Tatoeba-test.grc-eng: 592/4157
Tatoeba-test.gsw-eng: 205/770
Tatoeba-test.guj-eng: 154/767
Tatoeba-test.hat-eng: 64/281
Tatoeba-test.hbs-eng: 10000/57608
Tatoeba-test.hif-eng: 36/187
Tatoeba-test.hin-eng: 5000/28315
Tatoeba-test.hsb-eng: 40/194
Tatoeba-test.hye-eng: 1121/3888
Tatoeba-test.isl-eng: 2500/16860
Tatoeba-test.ita-eng: 10000/56443
Tatoeba-test.jdt-eng: 2/6
Tatoeba-test.kok-eng: 1/6
Tatoeba-test.ksh-eng: 26/175
Tatoeba-test.kur-eng: 296/1404
Tatoeba-test.lad-eng: 629/2774
Tatoeba-test.lah-eng: 32/162
Tatoeba-test.lat-eng: 10000/81934
Tatoeba-test.lav-eng: 1631/9273
Tatoeba-test.lij-eng: 94/586
Tatoeba-test.lit-eng: 2500/14897
Tatoeba-test.lld-eng: 21/189
Tatoeba-test.lmo-eng: 17/104
Tatoeba-test.ltz-eng: 283/1378
Tatoeba-test.mai-eng: 8/17
Tatoeba-test.mar-eng: 10000/53713
Tatoeba-test.mfe-eng: 7/28
Tatoeba-test.mkd-eng: 10000/54846
Tatoeba-test.msa-eng: 5000/31183
Tatoeba-test.multi-eng: 10000/60375
Tatoeba-test.mwl-eng: 4/19
Tatoeba-test.nds-eng: 2500/14803
Tatoeba-test.nep-eng: 115/389
Tatoeba-test.nld-eng: 10000/58489
Tatoeba-test.non-eng: 15/112
Tatoeba-test.nor-eng: 5000/34479
Tatoeba-test.oci-eng: 841/4376
Tatoeba-test.ori-eng: 33/198
Tatoeba-test.orv-eng: 322/1713
Tatoeba-test.oss-eng: 57/312
Tatoeba-test.pan-eng: 87/514
Tatoeba-test.pap-eng: 70/275
Tatoeba-test.pdc-eng: 53/295
Tatoeba-test.pms-eng: 268/1708
Tatoeba-test.pol-eng: 10000/63754
Tatoeba-test.por-eng: 10000/63761
Tatoeba-test.prg-eng: 213/1410
Tatoeba-test.pus-eng: 31/239
Tatoeba-test.roh-eng: 16/186
Tatoeba-test.rom-eng: 671/3765
Tatoeba-test.ron-eng: 5000/31418
Tatoeba-test.rue-eng: 120/566
Tatoeba-test.rus-eng: 10000/61769
Tatoeba-test.san-eng: 144/504
Tatoeba-test.scn-eng: 4/31
Tatoeba-test.sco-eng: 27/183
Tatoeba-test.sgs-eng: 52/128
Tatoeba-test.sin-eng: 45/210
Tatoeba-test.slv-eng: 2007/11389
Tatoeba-test.snd-eng: 4/15
Tatoeba-test.spa-eng: 10000/67744
Tatoeba-test.sqi-eng: 1065/6477
Tatoeba-test.stq-eng: 5/28
Tatoeba-test.swe-eng: 10000/54997
Tatoeba-test.swg-eng: 33/205
Tatoeba-test.tgk-eng: 29/176
Tatoeba-test.tly-eng: 46/167
Tatoeba-test.ukr-eng: 10000/55352
Tatoeba-test.urd-eng: 1663/10180
Tatoeba-test.vec-eng: 19/90
Tatoeba-test.wln-eng: 89/363
Tatoeba-test.yid-eng: 1168/6380
Tatoeba-test.zza-eng: 523/2522
BLEU-scores:
Tatoeba-test.afr-eng: 58.3
Tatoeba-test.ang-eng: 9.0
Tatoeba-test.arg-eng: 31.4
Tatoeba-test.asm-eng: 21.9
Tatoeba-test.ast-eng: 34.6
Tatoeba-test.awa-eng: 10.9
Tatoeba-test.bel-eng: 41.3
Tatoeba-test.ben-eng: 45.2
Tatoeba-test.bho-eng: 30.0
Tatoeba-test.bre-eng: 22.0
Tatoeba-test.bul-eng: 50.4
Tatoeba-test.cat-eng: 51.3
Tatoeba-test.ces-eng: 46.8
Tatoeba-test.cor-eng: 4.9
Tatoeba-test.cos-eng: 53.3
Tatoeba-test.csb-eng: 22.3
Tatoeba-test.cym-eng: 33.8
Tatoeba-test.dan-eng: 55.9
Tatoeba-test.deu-eng: 44.2
Tatoeba-test.dsb-eng: 23.3
Tatoeba-test.egl-eng: 4.7
Tatoeba-test.ell-eng: 61.6
Tatoeba-test.enm-eng: 22.1
Tatoeba-test.ext-eng: 16.9
Tatoeba-test.fao-eng: 27.7
Tatoeba-test.fas-eng: 8.8
Tatoeba-test.fra-eng: 49.9
Tatoeba-test.frm-eng: 25.5
Tatoeba-test.frr-eng: 3.9
Tatoeba-test.fry-eng: 28.0
Tatoeba-test.gcf-eng: 15.6
Tatoeba-test.gla-eng: 22.5
Tatoeba-test.gle-eng: 52.1
Tatoeba-test.glg-eng: 49.7
Tatoeba-test.glv-eng: 9.9
Tatoeba-test.gos-eng: 17.7
Tatoeba-test.got-eng: 0.1
Tatoeba-test.grc-eng: 1.6
Tatoeba-test.gsw-eng: 20.5
Tatoeba-test.guj-eng: 25.5
Tatoeba-test.hat-eng: 42.7
Tatoeba-test.hbs-eng: 51.0
Tatoeba-test.hif-eng: 19.3
Tatoeba-test.hin-eng: 41.0
Tatoeba-test.hsb-eng: 48.2
Tatoeba-test.hye-eng: 38.0
Tatoeba-test.isl-eng: 43.1
Tatoeba-test.ita-eng: 60.3
Tatoeba-test.jdt-eng: 4.3
Tatoeba-test.kok-eng: 5.7
Tatoeba-test.ksh-eng: 11.7
Tatoeba-test.kur-eng: 9.6
Tatoeba-test.lad-eng: 29.0
Tatoeba-test.lah-eng: 11.8
Tatoeba-test.lat-eng: 24.0
Tatoeba-test.lav-eng: 47.1
Tatoeba-test.lij-eng: 7.2
Tatoeba-test.lit-eng: 51.3
Tatoeba-test.lld-eng: 21.4
Tatoeba-test.lmo-eng: 35.7
Tatoeba-test.ltz-eng: 35.1
Tatoeba-test.mai-eng: 74.0
Tatoeba-test.mar-eng: 31.2
Tatoeba-test.mfe-eng: 63.1
Tatoeba-test.mkd-eng: 49.2
Tatoeba-test.msa-eng: 38.4
Tatoeba-test.multi-eng: 45.3
Tatoeba-test.mwl-eng: 28.1
Tatoeba-test.nds-eng: 33.8
Tatoeba-test.nep-eng: 4.5
Tatoeba-test.nld-eng: 53.7
Tatoeba-test.non-eng: 39.4
Tatoeba-test.nor-eng: 50.5
Tatoeba-test.oci-eng: 19.1
Tatoeba-test.ori-eng: 16.8
Tatoeba-test.orv-eng: 11.6
Tatoeba-test.oss-eng: 7.0
Tatoeba-test.pan-eng: 19.7
Tatoeba-test.pap-eng: 58.0
Tatoeba-test.pdc-eng: 38.8
Tatoeba-test.pms-eng: 12.8
Tatoeba-test.pol-eng: 46.3
Tatoeba-test.por-eng: 56.3
Tatoeba-test.prg-eng: 3.1
Tatoeba-test.pus-eng: 2.5
Tatoeba-test.roh-eng: 19.3
Tatoeba-test.rom-eng: 4.6
Tatoeba-test.ron-eng: 50.9
Tatoeba-test.rue-eng: 26.1
Tatoeba-test.rus-eng: 47.3
Tatoeba-test.san-eng: 5.7
Tatoeba-test.scn-eng: 44.4
Tatoeba-test.sco-eng: 45.8
Tatoeba-test.sgs-eng: 29.2
Tatoeba-test.sin-eng: 25.6
Tatoeba-test.slv-eng: 37.8
Tatoeba-test.snd-eng: 15.9
Tatoeba-test.spa-eng: 52.8
Tatoeba-test.sqi-eng: 52.5
Tatoeba-test.stq-eng: 18.6
Tatoeba-test.swe-eng: 57.1
Tatoeba-test.swg-eng: 19.0
Tatoeba-test.tgk-eng: 28.1
Tatoeba-test.tly-eng: 1.3
Tatoeba-test.ukr-eng: 48.0
Tatoeba-test.urd-eng: 27.5
Tatoeba-test.vec-eng: 42.5
Tatoeba-test.wln-eng: 10.8
Tatoeba-test.yid-eng: 22.9
Tatoeba-test.zza-eng: 1.5
chr-F-scores:
Tatoeba-test.afr-eng: 0.720
Tatoeba-test.ang-eng: 0.247
Tatoeba-test.arg-eng: 0.461
Tatoeba-test.asm-eng: 0.390
Tatoeba-test.ast-eng: 0.498
Tatoeba-test.awa-eng: 0.280
Tatoeba-test.bel-eng: 0.590
Tatoeba-test.ben-eng: 0.593
Tatoeba-test.bho-eng: 0.504
Tatoeba-test.bre-eng: 0.392
Tatoeba-test.bul-eng: 0.658
Tatoeba-test.cat-eng: 0.677
Tatoeba-test.ces-eng: 0.636
Tatoeba-test.cor-eng: 0.198
Tatoeba-test.cos-eng: 0.616
Tatoeba-test.csb-eng: 0.399
Tatoeba-test.cym-eng: 0.514
Tatoeba-test.dan-eng: 0.706
Tatoeba-test.deu-eng: 0.619
Tatoeba-test.dsb-eng: 0.445
Tatoeba-test.egl-eng: 0.204
Tatoeba-test.ell-eng: 0.738
Tatoeba-test.enm-eng: 0.477
Tatoeba-test.ext-eng: 0.424
Tatoeba-test.fao-eng: 0.464
Tatoeba-test.fas-eng: 0.301
Tatoeba-test.fra-eng: 0.658
Tatoeba-test.frm-eng: 0.431
Tatoeba-test.frr-eng: 0.068
Tatoeba-test.fry-eng: 0.482
Tatoeba-test.gcf-eng: 0.295
Tatoeba-test.gla-eng: 0.384
Tatoeba-test.gle-eng: 0.671
Tatoeba-test.glg-eng: 0.661
Tatoeba-test.glv-eng: 0.269
Tatoeba-test.gos-eng: 0.361
Tatoeba-test.got-eng: 0.031
Tatoeba-test.grc-eng: 0.133
Tatoeba-test.gsw-eng: 0.379
Tatoeba-test.guj-eng: 0.406
Tatoeba-test.hat-eng: 0.586
Tatoeba-test.hbs-eng: 0.663
Tatoeba-test.hif-eng: 0.441
Tatoeba-test.hin-eng: 0.579
Tatoeba-test.hsb-eng: 0.606
Tatoeba-test.hye-eng: 0.548
Tatoeba-test.isl-eng: 0.599
Tatoeba-test.ita-eng: 0.732
Tatoeba-test.jdt-eng: 0.114
Tatoeba-test.kok-eng: 0.249
Tatoeba-test.ksh-eng: 0.286
Tatoeba-test.kur-eng: 0.221
Tatoeba-test.lad-eng: 0.473
Tatoeba-test.lah-eng: 0.331
Tatoeba-test.lat-eng: 0.427
Tatoeba-test.lav-eng: 0.644
Tatoeba-test.lij-eng: 0.293
Tatoeba-test.lit-eng: 0.667
Tatoeba-test.lld-eng: 0.367
Tatoeba-test.lmo-eng: 0.417
Tatoeba-test.ltz-eng: 0.512
Tatoeba-test.mai-eng: 0.769
Tatoeba-test.mar-eng: 0.550
Tatoeba-test.mfe-eng: 0.805
Tatoeba-test.mkd-eng: 0.635
Tatoeba-test.msa-eng: 0.564
Tatoeba-test.multi-eng: 0.613
Tatoeba-test.mwl-eng: 0.624
Tatoeba-test.nds-eng: 0.528
Tatoeba-test.nep-eng: 0.193
Tatoeba-test.nld-eng: 0.691
Tatoeba-test.non-eng: 0.533
Tatoeba-test.nor-eng: 0.660
Tatoeba-test.oci-eng: 0.386
Tatoeba-test.ori-eng: 0.345
Tatoeba-test.orv-eng: 0.270
Tatoeba-test.oss-eng: 0.267
Tatoeba-test.pan-eng: 0.388
Tatoeba-test.pap-eng: 0.693
Tatoeba-test.pdc-eng: 0.499
Tatoeba-test.pms-eng: 0.333
Tatoeba-test.pol-eng: 0.631
Tatoeba-test.por-eng: 0.709
Tatoeba-test.prg-eng: 0.198
Tatoeba-test.pus-eng: 0.202
Tatoeba-test.roh-eng: 0.422
Tatoeba-test.rom-eng: 0.237
Tatoeba-test.ron-eng: 0.667
Tatoeba-test.rue-eng: 0.450
Tatoeba-test.rus-eng: 0.629
Tatoeba-test.san-eng: 0.206
Tatoeba-test.scn-eng: 0.437
Tatoeba-test.sco-eng: 0.592
Tatoeba-test.sgs-eng: 0.374
Tatoeba-test.sin-eng: 0.481
Tatoeba-test.slv-eng: 0.560
Tatoeba-test.snd-eng: 0.409
Tatoeba-test.spa-eng: 0.684
Tatoeba-test.sqi-eng: 0.681
Tatoeba-test.stq-eng: 0.445
Tatoeba-test.swe-eng: 0.704
Tatoeba-test.swg-eng: 0.342
Tatoeba-test.tgk-eng: 0.447
Tatoeba-test.tly-eng: 0.110
Tatoeba-test.ukr-eng: 0.638
Tatoeba-test.urd-eng: 0.470
Tatoeba-test.vec-eng: 0.458
Tatoeba-test.wln-eng: 0.264
Tatoeba-test.yid-eng: 0.422
Tatoeba-test.zza-eng: 0.129