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opus-2020-09-26.yml
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release: trk-trk/opus-2020-09-26.zip
release-date: 2020-09-26
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:
- aze
- bak
- chg
- chv
- crh
- eng
- gag
- kaa
- kaz
- kir
- kjh
- krc
- kum
- ota
- sah
- tat
- tuk
- tur
- tyv
- uig
- uzb
target-languages:
- aze
- bak
- chg
- chv
- crh
- eng
- gag
- kaa
- kaz
- kir
- kjh
- krc
- kum
- ota
- sah
- tat
- tuk
- tur
- tyv
- uig
- uzb
use-target-labels:
- ">>aze_Arab<<"
- ">>bak<<"
- ">>chg_Arab<<"
- ">>chg_Latn<<"
- ">>chv<<"
- ">>crh<<"
- ">>crh_Latn<<"
- ">>eng<<"
- ">>gag<<"
- ">>kaa_Latn<<"
- ">>kaz_Cyrl<<"
- ">>kaz_Latn<<"
- ">>kir_Cyrl<<"
- ">>kjh<<"
- ">>krc<<"
- ">>kum<<"
- ">>ota_Arab<<"
- ">>ota_Latn<<"
- ">>sah<<"
- ">>tat<<"
- ">>tat_Arab<<"
- ">>tat_Latn<<"
- ">>tuk<<"
- ">>tuk_Cyrl<<"
- ">>tuk_Latn<<"
- ">>tur<<"
- ">>tyv<<"
- ">>uig_Arab<<"
- ">>uig_Cyrl<<"
- ">>uig_Latn<<"
- ">>uzb_Cyrl<<"
- ">>uzb_Latn<<"
test-data:
Tatoeba-test.aze-eng: 2659/13295
Tatoeba-test.aze-tur: 1126/4106
Tatoeba-test.bak-eng: 39/173
Tatoeba-test.bak-kaz: 1/4
Tatoeba-test.bak-tat: 4/24
Tatoeba-test.bak-tur: 8/20
Tatoeba-test.bak-uzb: 1/4
Tatoeba-test.chg-tur: 6/58
Tatoeba-test.chv-eng: 333/1876
Tatoeba-test.chv-tat: 1/3
Tatoeba-test.chv-tur: 504/2036
Tatoeba-test.crh-eng: 22/92
Tatoeba-test.crh-tat: 1/4
Tatoeba-test.crh-tur: 207/791
Tatoeba-test.eng-aze: 2659/10046
Tatoeba-test.eng-bak: 39/140
Tatoeba-test.eng-chv: 333/1358
Tatoeba-test.eng-crh: 22/81
Tatoeba-test.eng-kaz: 397/1668
Tatoeba-test.eng-kir: 118/428
Tatoeba-test.eng-kjh: 17/48
Tatoeba-test.eng-kum: 8/25
Tatoeba-test.eng-ota: 678/3328
Tatoeba-test.eng-sah: 39/131
Tatoeba-test.eng-tat: 1451/6996
Tatoeba-test.eng-tuk: 2500/12809
Tatoeba-test.eng-tur: 10000/49076
Tatoeba-test.eng-tyv: 5/19
Tatoeba-test.eng-uig: 3024/13084
Tatoeba-test.eng-uzb: 457/1514
Tatoeba-test.gag-tur: 6/20
Tatoeba-test.kaa-tur: 1/2
Tatoeba-test.kaz-bak: 1/4
Tatoeba-test.kaz-eng: 397/2176
Tatoeba-test.kaz-tat: 4/16
Tatoeba-test.kaz-tur: 67/243
Tatoeba-test.kaz-uzb: 1/4
Tatoeba-test.kir-eng: 118/583
Tatoeba-test.kir-tur: 16/54
Tatoeba-test.kjh-eng: 17/60
Tatoeba-test.kjh-tur: 1/4
Tatoeba-test.krc-tur: 1/2
Tatoeba-test.kum-eng: 8/41
Tatoeba-test.kum-tur: 2/5
Tatoeba-test.multi-multi: 10000/53253
Tatoeba-test.ota-eng: 678/3612
Tatoeba-test.ota-tur: 268/1207
Tatoeba-test.sah-eng: 39/183
Tatoeba-test.sah-tur: 4/10
Tatoeba-test.tat-bak: 4/24
Tatoeba-test.tat-chv: 1/4
Tatoeba-test.tat-crh: 1/3
Tatoeba-test.tat-eng: 1451/9447
Tatoeba-test.tat-kaz: 4/18
Tatoeba-test.tat-tuk: 1/9
Tatoeba-test.tat-tur: 518/2140
Tatoeba-test.tat-uzb: 2/8
Tatoeba-test.tuk-eng: 2500/16260
Tatoeba-test.tuk-tat: 1/9
Tatoeba-test.tuk-tur: 22/74
Tatoeba-test.tur-aze: 1126/4159
Tatoeba-test.tur-bak: 8/20
Tatoeba-test.tur-chg: 6/57
Tatoeba-test.tur-chv: 504/2057
Tatoeba-test.tur-crh: 207/821
Tatoeba-test.tur-eng: 10000/66526
Tatoeba-test.tur-gag: 6/20
Tatoeba-test.tur-kaa: 1/3
Tatoeba-test.tur-kaz: 67/265
Tatoeba-test.tur-kir: 16/59
Tatoeba-test.tur-kjh: 1/4
Tatoeba-test.tur-krc: 1/2
Tatoeba-test.tur-kum: 2/4
Tatoeba-test.tur-ota: 268/1418
Tatoeba-test.tur-sah: 4/11
Tatoeba-test.tur-tat: 518/2258
Tatoeba-test.tur-tuk: 22/83
Tatoeba-test.tur-tyv: 1/4
Tatoeba-test.tur-uig: 1400/6252
Tatoeba-test.tur-uzb: 203/729
Tatoeba-test.tyv-eng: 5/20
Tatoeba-test.tyv-tur: 1/4
Tatoeba-test.uig-eng: 3024/19231
Tatoeba-test.uig-tur: 1400/6421
Tatoeba-test.uig-uzb: 1/3
Tatoeba-test.uzb-bak: 1/4
Tatoeba-test.uzb-eng: 457/2184
Tatoeba-test.uzb-kaz: 1/4
Tatoeba-test.uzb-tat: 2/8
Tatoeba-test.uzb-tur: 203/719
Tatoeba-test.uzb-uig: 1/3
newsdev2016-entr.eng-tur: 1001/14044
newsdev2016-entr.tur-eng: 1001/19474
newstest2016-entr.eng-tur: 3000/44195
newstest2016-entr.tur-eng: 3000/58396
newstest2017-entr.eng-tur: 3007/45049
newstest2017-entr.tur-eng: 3007/59741
newstest2018-entr.eng-tur: 3000/45944
newstest2018-entr.tur-eng: 3000/60232
BLEU-scores:
Tatoeba-test.aze-eng: 10.5
Tatoeba-test.aze-tur: 7.7
Tatoeba-test.bak-eng: 13.9
Tatoeba-test.bak-kaz: 14.8
Tatoeba-test.bak-tat: 4.5
Tatoeba-test.bak-tur: 34.3
Tatoeba-test.bak-uzb: 14.8
Tatoeba-test.chg-tur: 0.7
Tatoeba-test.chv-eng: 14.9
Tatoeba-test.chv-tat: 19.0
Tatoeba-test.chv-tur: 7.1
Tatoeba-test.crh-eng: 32.3
Tatoeba-test.crh-tat: 8.1
Tatoeba-test.crh-tur: 22.3
Tatoeba-test.eng-aze: 0.0
Tatoeba-test.eng-bak: 8.5
Tatoeba-test.eng-chv: 7.0
Tatoeba-test.eng-crh: 5.4
Tatoeba-test.eng-kaz: 11.8
Tatoeba-test.eng-kir: 21.2
Tatoeba-test.eng-kjh: 0.0
Tatoeba-test.eng-kum: 0.1
Tatoeba-test.eng-ota: 0.0
Tatoeba-test.eng-sah: 0.1
Tatoeba-test.eng-tat: 9.1
Tatoeba-test.eng-tuk: 8.0
Tatoeba-test.eng-tur: 27.4
Tatoeba-test.eng-tyv: 11.5
Tatoeba-test.eng-uig: 0.2
Tatoeba-test.eng-uzb: 2.5
Tatoeba-test.gag-tur: 14.6
Tatoeba-test.kaa-tur: 0.0
Tatoeba-test.kaz-bak: 53.7
Tatoeba-test.kaz-eng: 20.7
Tatoeba-test.kaz-tat: 9.0
Tatoeba-test.kaz-tur: 8.3
Tatoeba-test.kaz-uzb: 23.6
Tatoeba-test.kir-eng: 38.4
Tatoeba-test.kir-tur: 23.2
Tatoeba-test.kjh-eng: 3.1
Tatoeba-test.kjh-tur: 16.2
Tatoeba-test.krc-tur: 0.0
Tatoeba-test.kum-eng: 31.0
Tatoeba-test.kum-tur: 44.2
Tatoeba-test.multi-multi: 17.5
Tatoeba-test.ota-eng: 2.8
Tatoeba-test.ota-tur: 3.8
Tatoeba-test.sah-eng: 1.3
Tatoeba-test.sah-tur: 4.3
Tatoeba-test.tat-bak: 4.0
Tatoeba-test.tat-chv: 24.9
Tatoeba-test.tat-crh: 16.0
Tatoeba-test.tat-eng: 13.9
Tatoeba-test.tat-kaz: 9.5
Tatoeba-test.tat-tuk: 15.9
Tatoeba-test.tat-tur: 15.5
Tatoeba-test.tat-uzb: 11.6
Tatoeba-test.tuk-eng: 19.3
Tatoeba-test.tuk-tat: 17.7
Tatoeba-test.tuk-tur: 17.4
Tatoeba-test.tur-aze: 0.0
Tatoeba-test.tur-bak: 12.0
Tatoeba-test.tur-chg: 0.1
Tatoeba-test.tur-chv: 6.0
Tatoeba-test.tur-crh: 9.2
Tatoeba-test.tur-eng: 36.6
Tatoeba-test.tur-gag: 0.3
Tatoeba-test.tur-kaa: 0.8
Tatoeba-test.tur-kaz: 4.6
Tatoeba-test.tur-kir: 21.0
Tatoeba-test.tur-kjh: 0.8
Tatoeba-test.tur-krc: 1.1
Tatoeba-test.tur-kum: 0.6
Tatoeba-test.tur-ota: 0.0
Tatoeba-test.tur-sah: 0.2
Tatoeba-test.tur-tat: 12.0
Tatoeba-test.tur-tuk: 29.2
Tatoeba-test.tur-tyv: 8.4
Tatoeba-test.tur-uig: 0.1
Tatoeba-test.tur-uzb: 6.2
Tatoeba-test.tyv-eng: 32.2
Tatoeba-test.tyv-tur: 30.2
Tatoeba-test.uig-eng: 8.2
Tatoeba-test.uig-tur: 5.9
Tatoeba-test.uig-uzb: 8.1
Tatoeba-test.uzb-bak: 18.0
Tatoeba-test.uzb-eng: 20.8
Tatoeba-test.uzb-kaz: 14.8
Tatoeba-test.uzb-tat: 19.5
Tatoeba-test.uzb-tur: 18.2
Tatoeba-test.uzb-uig: 8.0
newsdev2016-entr.eng-tur: 7.4
newsdev2016-entr.tur-eng: 11.6
newstest2016-entr.eng-tur: 7.0
newstest2016-entr.tur-eng: 10.5
newstest2017-entr.eng-tur: 6.9
newstest2017-entr.tur-eng: 10.8
newstest2018-entr.eng-tur: 7.0
newstest2018-entr.tur-eng: 10.7
chr-F-scores:
Tatoeba-test.aze-eng: 0.281
Tatoeba-test.aze-tur: 0.298
Tatoeba-test.bak-eng: 0.360
Tatoeba-test.bak-kaz: 0.413
Tatoeba-test.bak-tat: 0.449
Tatoeba-test.bak-tur: 0.507
Tatoeba-test.bak-uzb: 0.147
Tatoeba-test.chg-tur: 0.125
Tatoeba-test.chv-eng: 0.327
Tatoeba-test.chv-tat: 0.394
Tatoeba-test.chv-tur: 0.327
Tatoeba-test.crh-eng: 0.447
Tatoeba-test.crh-tat: 0.062
Tatoeba-test.crh-tur: 0.484
Tatoeba-test.eng-aze: 0.049
Tatoeba-test.eng-bak: 0.340
Tatoeba-test.eng-chv: 0.335
Tatoeba-test.eng-crh: 0.297
Tatoeba-test.eng-kaz: 0.366
Tatoeba-test.eng-kir: 0.484
Tatoeba-test.eng-kjh: 0.000
Tatoeba-test.eng-kum: 0.000
Tatoeba-test.eng-ota: 0.024
Tatoeba-test.eng-sah: 0.005
Tatoeba-test.eng-tat: 0.292
Tatoeba-test.eng-tuk: 0.346
Tatoeba-test.eng-tur: 0.553
Tatoeba-test.eng-tyv: 0.268
Tatoeba-test.eng-uig: 0.163
Tatoeba-test.eng-uzb: 0.266
Tatoeba-test.gag-tur: 0.277
Tatoeba-test.kaa-tur: 0.234
Tatoeba-test.kaz-bak: 0.851
Tatoeba-test.kaz-eng: 0.402
Tatoeba-test.kaz-tat: 0.330
Tatoeba-test.kaz-tur: 0.269
Tatoeba-test.kaz-uzb: 0.239
Tatoeba-test.kir-eng: 0.533
Tatoeba-test.kir-tur: 0.434
Tatoeba-test.kjh-eng: 0.177
Tatoeba-test.kjh-tur: 0.196
Tatoeba-test.krc-tur: 0.092
Tatoeba-test.kum-eng: 0.432
Tatoeba-test.kum-tur: 0.400
Tatoeba-test.multi-multi: 0.392
Tatoeba-test.ota-eng: 0.163
Tatoeba-test.ota-tur: 0.181
Tatoeba-test.sah-eng: 0.149
Tatoeba-test.sah-tur: 0.094
Tatoeba-test.tat-bak: 0.385
Tatoeba-test.tat-chv: 0.730
Tatoeba-test.tat-crh: 0.110
Tatoeba-test.tat-eng: 0.325
Tatoeba-test.tat-kaz: 0.358
Tatoeba-test.tat-tuk: 0.477
Tatoeba-test.tat-tur: 0.397
Tatoeba-test.tat-uzb: 0.171
Tatoeba-test.tuk-eng: 0.400
Tatoeba-test.tuk-tat: 0.504
Tatoeba-test.tuk-tur: 0.500
Tatoeba-test.tur-aze: 0.049
Tatoeba-test.tur-bak: 0.417
Tatoeba-test.tur-chg: 0.026
Tatoeba-test.tur-chv: 0.330
Tatoeba-test.tur-crh: 0.362
Tatoeba-test.tur-eng: 0.550
Tatoeba-test.tur-gag: 0.049
Tatoeba-test.tur-kaa: 0.007
Tatoeba-test.tur-kaz: 0.140
Tatoeba-test.tur-kir: 0.574
Tatoeba-test.tur-kjh: 0.000
Tatoeba-test.tur-krc: 0.000
Tatoeba-test.tur-kum: 0.006
Tatoeba-test.tur-ota: 0.029
Tatoeba-test.tur-sah: 0.007
Tatoeba-test.tur-tat: 0.354
Tatoeba-test.tur-tuk: 0.554
Tatoeba-test.tur-tyv: 0.208
Tatoeba-test.tur-uig: 0.160
Tatoeba-test.tur-uzb: 0.341
Tatoeba-test.tyv-eng: 0.472
Tatoeba-test.tyv-tur: 0.272
Tatoeba-test.uig-eng: 0.243
Tatoeba-test.uig-tur: 0.260
Tatoeba-test.uig-uzb: 0.162
Tatoeba-test.uzb-bak: 0.296
Tatoeba-test.uzb-eng: 0.344
Tatoeba-test.uzb-kaz: 0.188
Tatoeba-test.uzb-tat: 0.308
Tatoeba-test.uzb-tur: 0.427
Tatoeba-test.uzb-uig: 0.148
newsdev2016-entr.eng-tur: 0.367
newsdev2016-entr.tur-eng: 0.361
newstest2016-entr.eng-tur: 0.349
newstest2016-entr.tur-eng: 0.355
newstest2017-entr.eng-tur: 0.342
newstest2017-entr.tur-eng: 0.354
newstest2018-entr.eng-tur: 0.345
newstest2018-entr.tur-eng: 0.354