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opus-2020-07-14.yml
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release: ine-eng/opus-2020-07-14.zip
release-date: 2020-07-14
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.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.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.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: 58.1
- Tatoeba-test.ang-eng: 9.5
- Tatoeba-test.arg-eng: 36.0
- Tatoeba-test.asm-eng: 21.4
- Tatoeba-test.ast-eng: 35.5
- Tatoeba-test.awa-eng: 11.7
- Tatoeba-test.bel-eng: 40.4
- Tatoeba-test.ben-eng: 44.8
- Tatoeba-test.bho-eng: 32.7
- Tatoeba-test.bre-eng: 22.0
- Tatoeba-test.bul-eng: 50.2
- Tatoeba-test.cat-eng: 51.1
- Tatoeba-test.ces-eng: 46.3
- Tatoeba-test.cor-eng: 5.0
- Tatoeba-test.cos-eng: 57.5
- Tatoeba-test.csb-eng: 22.6
- Tatoeba-test.cym-eng: 33.8
- Tatoeba-test.dan-eng: 55.5
- Tatoeba-test.deu-eng: 43.7
- Tatoeba-test.dsb-eng: 16.4
- Tatoeba-test.egl-eng: 4.4
- Tatoeba-test.ell-eng: 61.0
- Tatoeba-test.enm-eng: 24.3
- Tatoeba-test.ext-eng: 27.9
- Tatoeba-test.fao-eng: 29.0
- Tatoeba-test.fas-eng: 9.4
- Tatoeba-test.fra-eng: 49.3
- Tatoeba-test.frm-eng: 28.0
- Tatoeba-test.frr-eng: 4.8
- Tatoeba-test.fry-eng: 26.9
- Tatoeba-test.gcf-eng: 17.4
- Tatoeba-test.gla-eng: 21.7
- Tatoeba-test.gle-eng: 51.0
- Tatoeba-test.glg-eng: 49.1
- Tatoeba-test.glv-eng: 3.2
- Tatoeba-test.gos-eng: 17.5
- Tatoeba-test.got-eng: 0.0
- Tatoeba-test.grc-eng: 1.4
- Tatoeba-test.gsw-eng: 23.9
- Tatoeba-test.guj-eng: 26.6
- Tatoeba-test.hat-eng: 42.8
- Tatoeba-test.hif-eng: 23.4
- Tatoeba-test.hin-eng: 40.5
- Tatoeba-test.hsb-eng: 46.7
- Tatoeba-test.hye-eng: 36.7
- Tatoeba-test.isl-eng: 42.8
- Tatoeba-test.ita-eng: 59.9
- Tatoeba-test.jdt-eng: 3.0
- Tatoeba-test.kok-eng: 4.0
- Tatoeba-test.ksh-eng: 11.7
- Tatoeba-test.kur-eng: 9.1
- Tatoeba-test.lad-eng: 30.2
- Tatoeba-test.lah-eng: 13.8
- Tatoeba-test.lat-eng: 23.7
- Tatoeba-test.lav-eng: 46.3
- Tatoeba-test.lij-eng: 9.1
- Tatoeba-test.lit-eng: 50.2
- Tatoeba-test.lld-eng: 21.0
- Tatoeba-test.lmo-eng: 16.4
- Tatoeba-test.ltz-eng: 36.3
- Tatoeba-test.mai-eng: 37.0
- Tatoeba-test.mar-eng: 30.1
- Tatoeba-test.mfe-eng: 63.1
- Tatoeba-test.mkd-eng: 48.6
- Tatoeba-test.multi-eng: 45.1
- Tatoeba-test.mwl-eng: 28.1
- Tatoeba-test.nds-eng: 33.1
- Tatoeba-test.nep-eng: 2.4
- Tatoeba-test.nld-eng: 53.4
- Tatoeba-test.non-eng: 39.5
- Tatoeba-test.oci-eng: 19.4
- Tatoeba-test.ori-eng: 15.5
- Tatoeba-test.orv-eng: 11.5
- Tatoeba-test.oss-eng: 4.4
- Tatoeba-test.pan-eng: 17.9
- Tatoeba-test.pap-eng: 58.1
- Tatoeba-test.pdc-eng: 42.2
- Tatoeba-test.pms-eng: 11.2
- Tatoeba-test.pol-eng: 45.7
- Tatoeba-test.por-eng: 56.1
- Tatoeba-test.prg-eng: 3.9
- Tatoeba-test.pus-eng: 2.3
- Tatoeba-test.roh-eng: 20.2
- Tatoeba-test.rom-eng: 4.7
- Tatoeba-test.ron-eng: 50.7
- Tatoeba-test.rue-eng: 26.0
- Tatoeba-test.rus-eng: 46.9
- Tatoeba-test.san-eng: 4.3
- Tatoeba-test.scn-eng: 35.9
- Tatoeba-test.sco-eng: 41.9
- Tatoeba-test.sgs-eng: 15.6
- Tatoeba-test.sin-eng: 31.0
- Tatoeba-test.slv-eng: 37.6
- Tatoeba-test.snd-eng: 15.9
- Tatoeba-test.spa-eng: 52.3
- Tatoeba-test.sqi-eng: 51.4
- Tatoeba-test.stq-eng: 8.3
- Tatoeba-test.swe-eng: 56.6
- Tatoeba-test.swg-eng: 15.9
- Tatoeba-test.tgk-eng: 27.8
- Tatoeba-test.tly-eng: 1.1
- Tatoeba-test.ukr-eng: 47.6
- Tatoeba-test.urd-eng: 26.8
- Tatoeba-test.vec-eng: 36.0
- Tatoeba-test.wln-eng: 12.0
- Tatoeba-test.yid-eng: 22.4
- Tatoeba-test.zza-eng: 1.4
chr-F-scores:
- Tatoeba-test.afr-eng: 0.719
- Tatoeba-test.ang-eng: 0.257
- Tatoeba-test.arg-eng: 0.467
- Tatoeba-test.asm-eng: 0.384
- Tatoeba-test.ast-eng: 0.511
- Tatoeba-test.awa-eng: 0.280
- Tatoeba-test.bel-eng: 0.581
- Tatoeba-test.ben-eng: 0.588
- Tatoeba-test.bho-eng: 0.515
- Tatoeba-test.bre-eng: 0.386
- Tatoeba-test.bul-eng: 0.656
- Tatoeba-test.cat-eng: 0.675
- Tatoeba-test.ces-eng: 0.631
- Tatoeba-test.cor-eng: 0.202
- Tatoeba-test.cos-eng: 0.624
- Tatoeba-test.csb-eng: 0.405
- Tatoeba-test.cym-eng: 0.513
- Tatoeba-test.dan-eng: 0.702
- Tatoeba-test.deu-eng: 0.614
- Tatoeba-test.dsb-eng: 0.358
- Tatoeba-test.egl-eng: 0.189
- Tatoeba-test.ell-eng: 0.733
- Tatoeba-test.enm-eng: 0.479
- Tatoeba-test.ext-eng: 0.429
- Tatoeba-test.fao-eng: 0.467
- Tatoeba-test.fas-eng: 0.302
- Tatoeba-test.fra-eng: 0.653
- Tatoeba-test.frm-eng: 0.439
- Tatoeba-test.frr-eng: 0.120
- Tatoeba-test.fry-eng: 0.476
- Tatoeba-test.gcf-eng: 0.294
- Tatoeba-test.gla-eng: 0.377
- Tatoeba-test.gle-eng: 0.662
- Tatoeba-test.glg-eng: 0.657
- Tatoeba-test.glv-eng: 0.179
- Tatoeba-test.gos-eng: 0.359
- Tatoeba-test.got-eng: 0.020
- Tatoeba-test.grc-eng: 0.131
- Tatoeba-test.gsw-eng: 0.393
- Tatoeba-test.guj-eng: 0.407
- Tatoeba-test.hat-eng: 0.566
- Tatoeba-test.hif-eng: 0.456
- Tatoeba-test.hin-eng: 0.574
- Tatoeba-test.hsb-eng: 0.596
- Tatoeba-test.hye-eng: 0.541
- Tatoeba-test.isl-eng: 0.593
- Tatoeba-test.ita-eng: 0.728
- Tatoeba-test.jdt-eng: 0.087
- Tatoeba-test.kok-eng: 0.229
- Tatoeba-test.ksh-eng: 0.283
- Tatoeba-test.kur-eng: 0.211
- Tatoeba-test.lad-eng: 0.475
- Tatoeba-test.lah-eng: 0.309
- Tatoeba-test.lat-eng: 0.424
- Tatoeba-test.lav-eng: 0.635
- Tatoeba-test.lij-eng: 0.282
- Tatoeba-test.lit-eng: 0.656
- Tatoeba-test.lld-eng: 0.361
- Tatoeba-test.lmo-eng: 0.304
- Tatoeba-test.ltz-eng: 0.523
- Tatoeba-test.mai-eng: 0.614
- Tatoeba-test.mar-eng: 0.538
- Tatoeba-test.mfe-eng: 0.810
- Tatoeba-test.mkd-eng: 0.629
- Tatoeba-test.multi-eng: 0.609
- Tatoeba-test.mwl-eng: 0.624
- Tatoeba-test.nds-eng: 0.522
- Tatoeba-test.nep-eng: 0.174
- Tatoeba-test.nld-eng: 0.688
- Tatoeba-test.non-eng: 0.565
- Tatoeba-test.oci-eng: 0.389
- Tatoeba-test.ori-eng: 0.326
- Tatoeba-test.orv-eng: 0.262
- Tatoeba-test.oss-eng: 0.268
- Tatoeba-test.pan-eng: 0.386
- Tatoeba-test.pap-eng: 0.697
- Tatoeba-test.pdc-eng: 0.533
- Tatoeba-test.pms-eng: 0.322
- Tatoeba-test.pol-eng: 0.626
- Tatoeba-test.por-eng: 0.707
- Tatoeba-test.prg-eng: 0.203
- Tatoeba-test.pus-eng: 0.199
- Tatoeba-test.roh-eng: 0.420
- Tatoeba-test.rom-eng: 0.230
- Tatoeba-test.ron-eng: 0.666
- Tatoeba-test.rue-eng: 0.447
- Tatoeba-test.rus-eng: 0.626
- Tatoeba-test.san-eng: 0.202
- Tatoeba-test.scn-eng: 0.389
- Tatoeba-test.sco-eng: 0.584
- Tatoeba-test.sgs-eng: 0.310
- Tatoeba-test.sin-eng: 0.505
- Tatoeba-test.slv-eng: 0.558
- Tatoeba-test.snd-eng: 0.409
- Tatoeba-test.spa-eng: 0.682
- Tatoeba-test.sqi-eng: 0.675
- Tatoeba-test.stq-eng: 0.344
- Tatoeba-test.swe-eng: 0.699
- Tatoeba-test.swg-eng: 0.326
- Tatoeba-test.tgk-eng: 0.467
- Tatoeba-test.tly-eng: 0.088
- Tatoeba-test.ukr-eng: 0.635
- Tatoeba-test.urd-eng: 0.460
- Tatoeba-test.vec-eng: 0.434
- Tatoeba-test.wln-eng: 0.284
- Tatoeba-test.yid-eng: 0.420
- Tatoeba-test.zza-eng: 0.124