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opus-2020-07-19.yml
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opus-2020-07-19.yml
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release: eng-ine/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:
- eng
target-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
use-target-labels:
- >>afr<<
- >>aln<<
- >>ang_Latn<<
- >>arg<<
- >>asm<<
- >>ast<<
- >>awa<<
- >>bel<<
- >>bel_Latn<<
- >>ben<<
- >>bho<<
- >>bos_Latn<<
- >>bre<<
- >>bul<<
- >>bul_Latn<<
- >>cat<<
- >>ces<<
- >>cor<<
- >>cos<<
- >>csb_Latn<<
- >>cym<<
- >>dan<<
- >>deu<<
- >>dsb<<
- >>egl<<
- >>ell<<
- >>enm_Latn<<
- >>ext<<
- >>fao<<
- >>fra<<
- >>frm_Latn<<
- >>frr<<
- >>fry<<
- >>gcf_Latn<<
- >>gla<<
- >>gle<<
- >>glg<<
- >>glv<<
- >>gom<<
- >>gos<<
- >>got_Goth<<
- >>grc_Grek<<
- >>gsw<<
- >>guj<<
- >>hat<<
- >>hif_Latn<<
- >>hin<<
- >>hrv<<
- >>hsb<<
- >>hye<<
- >>ind<<
- >>isl<<
- >>ita<<
- >>jdt_Cyrl<<
- >>ksh<<
- >>kur_Arab<<
- >>kur_Latn<<
- >>lad<<
- >>lad_Latn<<
- >>lat_Latn<<
- >>lav<<
- >>lij<<
- >>lit<<
- >>lld_Latn<<
- >>lmo<<
- >>ltg<<
- >>ltz<<
- >>mai<<
- >>mar<<
- >>max_Latn<<
- >>mfe<<
- >>min<<
- >>mkd<<
- >>mwl<<
- >>nds<<
- >>nld<<
- >>nno<<
- >>nob<<
- >>nob_Hebr<<
- >>non_Latn<<
- >>npi<<
- >>oci<<
- >>ori<<
- >>orv_Cyrl<<
- >>oss<<
- >>pan_Guru<<
- >>pap<<
- >>pdc<<
- >>pes<<
- >>pes_Latn<<
- >>pes_Thaa<<
- >>pms<<
- >>pnb<<
- >>pol<<
- >>por<<
- >>prg_Latn<<
- >>pus<<
- >>roh<<
- >>rom<<
- >>ron<<
- >>rue<<
- >>rus<<
- >>san_Deva<<
- >>scn<<
- >>sco<<
- >>sgs<<
- >>sin<<
- >>slv<<
- >>snd_Arab<<
- >>spa<<
- >>sqi<<
- >>srp_Cyrl<<
- >>srp_Latn<<
- >>stq<<
- >>swe<<
- >>swg<<
- >>tgk_Cyrl<<
- >>tly_Latn<<
- >>tmw_Latn<<
- >>ukr<<
- >>urd<<
- >>vec<<
- >>wln<<
- >>yid<<
- >>zlm_Latn<<
- >>zsm_Latn<<
- >>zza<<
test-data:
- Tatoeba-test.eng-afr: 1374/8813
- Tatoeba-test.eng-ang: 189/1596
- Tatoeba-test.eng-arg: 105/292
- Tatoeba-test.eng-asm: 117/530
- Tatoeba-test.eng-ast: 99/596
- Tatoeba-test.eng-awa: 279/1087
- Tatoeba-test.eng-bel: 2500/12908
- Tatoeba-test.eng-ben: 2500/10942
- Tatoeba-test.eng-bho: 42/224
- Tatoeba-test.eng-bre: 383/1864
- Tatoeba-test.eng-bul: 10000/56740
- Tatoeba-test.eng-cat: 1631/10387
- Tatoeba-test.eng-ces: 10000/52129
- Tatoeba-test.eng-cor: 3198/14464
- Tatoeba-test.eng-cos: 5/31
- Tatoeba-test.eng-csb: 27/196
- Tatoeba-test.eng-cym: 818/5073
- Tatoeba-test.eng-dan: 10000/61469
- Tatoeba-test.eng-deu: 10000/69441
- Tatoeba-test.eng-dsb: 34/140
- Tatoeba-test.eng-egl: 84/343
- Tatoeba-test.eng-ell: 10000/48882
- Tatoeba-test.eng-enm: 49/243
- Tatoeba-test.eng-ext: 69/235
- Tatoeba-test.eng-fao: 294/1564
- Tatoeba-test.eng-fas: 3768/27610
- Tatoeba-test.eng-fra: 10000/71144
- Tatoeba-test.eng-frm: 18/177
- Tatoeba-test.eng-frr: 2/7
- Tatoeba-test.eng-fry: 205/1265
- Tatoeba-test.eng-gcf: 99/457
- Tatoeba-test.eng-gla: 917/5898
- Tatoeba-test.eng-gle: 1924/10141
- Tatoeba-test.eng-glg: 1008/6655
- Tatoeba-test.eng-glv: 5/20
- Tatoeba-test.eng-gos: 1152/4241
- Tatoeba-test.eng-got: 207/685
- Tatoeba-test.eng-grc: 592/3105
- Tatoeba-test.eng-gsw: 205/761
- Tatoeba-test.eng-guj: 154/680
- Tatoeba-test.eng-hat: 64/311
- Tatoeba-test.eng-hbs: 10000/52571
- Tatoeba-test.eng-hif: 36/177
- Tatoeba-test.eng-hin: 5000/31361
- Tatoeba-test.eng-hsb: 40/156
- Tatoeba-test.eng-hye: 1121/3852
- Tatoeba-test.eng-isl: 2500/16288
- Tatoeba-test.eng-ita: 10000/54596
- Tatoeba-test.eng-jdt: 2/4
- Tatoeba-test.eng-kok: 1/5
- Tatoeba-test.eng-ksh: 26/170
- Tatoeba-test.eng-kur: 296/1410
- Tatoeba-test.eng-lad: 629/2666
- Tatoeba-test.eng-lah: 32/180
- Tatoeba-test.eng-lat: 10000/59372
- Tatoeba-test.eng-lav: 1631/7915
- Tatoeba-test.eng-lij: 94/602
- Tatoeba-test.eng-lit: 2500/11920
- Tatoeba-test.eng-lld: 21/191
- Tatoeba-test.eng-lmo: 17/95
- Tatoeba-test.eng-ltz: 283/1351
- Tatoeba-test.eng-mai: 8/16
- Tatoeba-test.eng-mar: 10000/47665
- Tatoeba-test.eng-mfe: 7/29
- Tatoeba-test.eng-mkd: 10000/51245
- Tatoeba-test.eng-msa: 5000/27896
- Tatoeba-test.eng-multi: 10000/57126
- Tatoeba-test.eng-mwl: 4/16
- Tatoeba-test.eng-nds: 2500/15228
- Tatoeba-test.eng-nep: 115/398
- Tatoeba-test.eng-nld: 10000/60278
- Tatoeba-test.eng-non: 15/109
- Tatoeba-test.eng-nor: 5000/33820
- Tatoeba-test.eng-oci: 841/4498
- Tatoeba-test.eng-ori: 33/190
- Tatoeba-test.eng-orv: 322/1364
- Tatoeba-test.eng-oss: 57/260
- Tatoeba-test.eng-pan: 87/570
- Tatoeba-test.eng-pap: 70/287
- Tatoeba-test.eng-pdc: 53/281
- Tatoeba-test.eng-pms: 268/1904
- Tatoeba-test.eng-pol: 10000/52166
- Tatoeba-test.eng-por: 10000/63828
- Tatoeba-test.eng-prg: 213/1243
- Tatoeba-test.eng-pus: 31/273
- Tatoeba-test.eng-roh: 16/172
- Tatoeba-test.eng-rom: 671/4283
- Tatoeba-test.eng-ron: 5000/31187
- Tatoeba-test.eng-rue: 120/369
- Tatoeba-test.eng-rus: 10000/53367
- Tatoeba-test.eng-san: 144/366
- Tatoeba-test.eng-scn: 4/29
- Tatoeba-test.eng-sco: 27/185
- Tatoeba-test.eng-sgs: 52/80
- Tatoeba-test.eng-sin: 45/189
- Tatoeba-test.eng-slv: 2007/9410
- Tatoeba-test.eng-snd: 4/17
- Tatoeba-test.eng-spa: 10000/65686
- Tatoeba-test.eng-sqi: 1065/6611
- Tatoeba-test.eng-stq: 5/26
- Tatoeba-test.eng-swe: 10000/54832
- Tatoeba-test.eng-swg: 33/195
- Tatoeba-test.eng-tgk: 29/147
- Tatoeba-test.eng-tly: 46/109
- Tatoeba-test.eng-ukr: 10000/47921
- Tatoeba-test.eng-urd: 1663/12106
- Tatoeba-test.eng-vec: 19/90
- Tatoeba-test.eng-wln: 89/431
- Tatoeba-test.eng-yid: 1168/6754
- Tatoeba-test.eng-zza: 523/2388
BLEU-scores:
- Tatoeba-test.eng-afr: 52.1
- Tatoeba-test.eng-ang: 4.7
- Tatoeba-test.eng-arg: 1.3
- Tatoeba-test.eng-asm: 3.0
- Tatoeba-test.eng-ast: 13.8
- Tatoeba-test.eng-awa: 0.2
- Tatoeba-test.eng-bel: 17.4
- Tatoeba-test.eng-ben: 12.8
- Tatoeba-test.eng-bho: 0.3
- Tatoeba-test.eng-bre: 9.3
- Tatoeba-test.eng-bul: 38.4
- Tatoeba-test.eng-cat: 41.4
- Tatoeba-test.eng-ces: 31.5
- Tatoeba-test.eng-cor: 0.7
- Tatoeba-test.eng-cos: 2.8
- Tatoeba-test.eng-csb: 5.1
- Tatoeba-test.eng-cym: 22.1
- Tatoeba-test.eng-dan: 49.3
- Tatoeba-test.eng-deu: 30.9
- Tatoeba-test.eng-dsb: 1.0
- Tatoeba-test.eng-egl: 0.5
- Tatoeba-test.eng-ell: 42.0
- Tatoeba-test.eng-enm: 4.6
- Tatoeba-test.eng-ext: 6.8
- Tatoeba-test.eng-fao: 7.8
- Tatoeba-test.eng-fas: 5.6
- Tatoeba-test.eng-fra: 37.6
- Tatoeba-test.eng-frm: 0.9
- Tatoeba-test.eng-frr: 7.6
- Tatoeba-test.eng-fry: 18.8
- Tatoeba-test.eng-gcf: 0.6
- Tatoeba-test.eng-gla: 11.7
- Tatoeba-test.eng-gle: 32.5
- Tatoeba-test.eng-glg: 37.1
- Tatoeba-test.eng-glv: 23.1
- Tatoeba-test.eng-gos: 0.6
- Tatoeba-test.eng-got: 0.2
- Tatoeba-test.eng-grc: 0.0
- Tatoeba-test.eng-gsw: 0.5
- Tatoeba-test.eng-guj: 21.6
- Tatoeba-test.eng-hat: 30.0
- Tatoeba-test.eng-hbs: 32.8
- Tatoeba-test.eng-hif: 2.3
- Tatoeba-test.eng-hin: 15.3
- Tatoeba-test.eng-hsb: 7.0
- Tatoeba-test.eng-hye: 17.0
- Tatoeba-test.eng-isl: 16.7
- Tatoeba-test.eng-ita: 39.0
- Tatoeba-test.eng-jdt: 5.3
- Tatoeba-test.eng-kok: 6.6
- Tatoeba-test.eng-ksh: 0.8
- Tatoeba-test.eng-kur: 9.9
- Tatoeba-test.eng-lad: 0.8
- Tatoeba-test.eng-lah: 0.2
- Tatoeba-test.eng-lat: 9.3
- Tatoeba-test.eng-lav: 28.2
- Tatoeba-test.eng-lij: 0.9
- Tatoeba-test.eng-lit: 23.8
- Tatoeba-test.eng-lld: 0.4
- Tatoeba-test.eng-lmo: 1.6
- Tatoeba-test.eng-ltz: 16.2
- Tatoeba-test.eng-mai: 16.7
- Tatoeba-test.eng-mar: 17.3
- Tatoeba-test.eng-mfe: 69.1
- Tatoeba-test.eng-mkd: 36.7
- Tatoeba-test.eng-msa: 27.5
- Tatoeba-test.eng-multi: 31.9
- Tatoeba-test.eng-mwl: 3.3
- Tatoeba-test.eng-nds: 14.1
- Tatoeba-test.eng-nep: 0.3
- Tatoeba-test.eng-nld: 43.4
- Tatoeba-test.eng-non: 0.6
- Tatoeba-test.eng-nor: 41.6
- Tatoeba-test.eng-oci: 6.9
- Tatoeba-test.eng-ori: 3.1
- Tatoeba-test.eng-orv: 0.2
- Tatoeba-test.eng-oss: 2.5
- Tatoeba-test.eng-pan: 6.8
- Tatoeba-test.eng-pap: 50.6
- Tatoeba-test.eng-pdc: 2.1
- Tatoeba-test.eng-pms: 0.8
- Tatoeba-test.eng-pol: 30.3
- Tatoeba-test.eng-por: 36.6
- Tatoeba-test.eng-prg: 0.2
- Tatoeba-test.eng-pus: 1.0
- Tatoeba-test.eng-roh: 2.2
- Tatoeba-test.eng-rom: 7.4
- Tatoeba-test.eng-ron: 33.9
- Tatoeba-test.eng-rue: 0.2
- Tatoeba-test.eng-rus: 28.5
- Tatoeba-test.eng-san: 2.0
- Tatoeba-test.eng-scn: 1.9
- Tatoeba-test.eng-sco: 27.5
- Tatoeba-test.eng-sgs: 2.9
- Tatoeba-test.eng-sin: 9.6
- Tatoeba-test.eng-slv: 15.6
- Tatoeba-test.eng-snd: 6.2
- Tatoeba-test.eng-spa: 42.3
- Tatoeba-test.eng-sqi: 38.0
- Tatoeba-test.eng-stq: 6.9
- Tatoeba-test.eng-swe: 49.1
- Tatoeba-test.eng-swg: 0.9
- Tatoeba-test.eng-tgk: 5.4
- Tatoeba-test.eng-tly: 0.4
- Tatoeba-test.eng-ukr: 30.0
- Tatoeba-test.eng-urd: 11.0
- Tatoeba-test.eng-vec: 1.4
- Tatoeba-test.eng-wln: 6.0
- Tatoeba-test.eng-yid: 5.0
- Tatoeba-test.eng-zza: 0.5
chr-F-scores:
- Tatoeba-test.eng-afr: 0.705
- Tatoeba-test.eng-ang: 0.115
- Tatoeba-test.eng-arg: 0.103
- Tatoeba-test.eng-asm: 0.271
- Tatoeba-test.eng-ast: 0.387
- Tatoeba-test.eng-awa: 0.002
- Tatoeba-test.eng-bel: 0.441
- Tatoeba-test.eng-ben: 0.424
- Tatoeba-test.eng-bho: 0.003
- Tatoeba-test.eng-bre: 0.309
- Tatoeba-test.eng-bul: 0.592
- Tatoeba-test.eng-cat: 0.627
- Tatoeba-test.eng-ces: 0.538
- Tatoeba-test.eng-cor: 0.084
- Tatoeba-test.eng-cos: 0.150
- Tatoeba-test.eng-csb: 0.224
- Tatoeba-test.eng-cym: 0.465
- Tatoeba-test.eng-dan: 0.667
- Tatoeba-test.eng-deu: 0.548
- Tatoeba-test.eng-dsb: 0.131
- Tatoeba-test.eng-egl: 0.093
- Tatoeba-test.eng-ell: 0.633
- Tatoeba-test.eng-enm: 0.270
- Tatoeba-test.eng-ext: 0.220
- Tatoeba-test.eng-fao: 0.288
- Tatoeba-test.eng-fas: 0.254
- Tatoeba-test.eng-fra: 0.587
- Tatoeba-test.eng-frm: 0.166
- Tatoeba-test.eng-frr: 0.090
- Tatoeba-test.eng-fry: 0.410
- Tatoeba-test.eng-gcf: 0.099
- Tatoeba-test.eng-gla: 0.357
- Tatoeba-test.eng-gle: 0.542
- Tatoeba-test.eng-glg: 0.596
- Tatoeba-test.eng-glv: 0.418
- Tatoeba-test.eng-gos: 0.141
- Tatoeba-test.eng-got: 0.008
- Tatoeba-test.eng-grc: 0.005
- Tatoeba-test.eng-gsw: 0.111
- Tatoeba-test.eng-guj: 0.396
- Tatoeba-test.eng-hat: 0.504
- Tatoeba-test.eng-hbs: 0.563
- Tatoeba-test.eng-hif: 0.268
- Tatoeba-test.eng-hin: 0.430
- Tatoeba-test.eng-hsb: 0.311
- Tatoeba-test.eng-hye: 0.413
- Tatoeba-test.eng-isl: 0.428
- Tatoeba-test.eng-ita: 0.626
- Tatoeba-test.eng-jdt: 0.008
- Tatoeba-test.eng-kok: 0.005
- Tatoeba-test.eng-ksh: 0.110
- Tatoeba-test.eng-kur: 0.202
- Tatoeba-test.eng-lad: 0.160
- Tatoeba-test.eng-lah: 0.000
- Tatoeba-test.eng-lat: 0.370
- Tatoeba-test.eng-lav: 0.547
- Tatoeba-test.eng-lij: 0.137
- Tatoeba-test.eng-lit: 0.548
- Tatoeba-test.eng-lld: 0.153
- Tatoeba-test.eng-lmo: 0.158
- Tatoeba-test.eng-ltz: 0.357
- Tatoeba-test.eng-mai: 0.458
- Tatoeba-test.eng-mar: 0.437
- Tatoeba-test.eng-mfe: 0.847
- Tatoeba-test.eng-mkd: 0.580
- Tatoeba-test.eng-msa: 0.517
- Tatoeba-test.eng-multi: 0.532
- Tatoeba-test.eng-mwl: 0.149
- Tatoeba-test.eng-nds: 0.398
- Tatoeba-test.eng-nep: 0.001
- Tatoeba-test.eng-nld: 0.637
- Tatoeba-test.eng-non: 0.111
- Tatoeba-test.eng-nor: 0.616
- Tatoeba-test.eng-oci: 0.290
- Tatoeba-test.eng-ori: 0.259
- Tatoeba-test.eng-orv: 0.009
- Tatoeba-test.eng-oss: 0.252
- Tatoeba-test.eng-pan: 0.330
- Tatoeba-test.eng-pap: 0.667
- Tatoeba-test.eng-pdc: 0.153
- Tatoeba-test.eng-pms: 0.141
- Tatoeba-test.eng-pol: 0.556
- Tatoeba-test.eng-por: 0.602
- Tatoeba-test.eng-prg: 0.105
- Tatoeba-test.eng-pus: 0.138
- Tatoeba-test.eng-roh: 0.230
- Tatoeba-test.eng-rom: 0.337
- Tatoeba-test.eng-ron: 0.580
- Tatoeba-test.eng-rue: 0.008
- Tatoeba-test.eng-rus: 0.515
- Tatoeba-test.eng-san: 0.142
- Tatoeba-test.eng-scn: 0.072
- Tatoeba-test.eng-sco: 0.494
- Tatoeba-test.eng-sgs: 0.106
- Tatoeba-test.eng-sin: 0.360
- Tatoeba-test.eng-slv: 0.333
- Tatoeba-test.eng-snd: 0.331
- Tatoeba-test.eng-spa: 0.638
- Tatoeba-test.eng-sqi: 0.617
- Tatoeba-test.eng-stq: 0.332
- Tatoeba-test.eng-swe: 0.657
- Tatoeba-test.eng-swg: 0.141
- Tatoeba-test.eng-tgk: 0.349
- Tatoeba-test.eng-tly: 0.058
- Tatoeba-test.eng-ukr: 0.524
- Tatoeba-test.eng-urd: 0.385
- Tatoeba-test.eng-vec: 0.106
- Tatoeba-test.eng-wln: 0.209
- Tatoeba-test.eng-yid: 0.289
- Tatoeba-test.eng-zza: 0.086