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opus2m-2020-08-02.yml
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release: eng-tut/opus2m-2020-08-02.zip
release-date: 2020-08-02
dataset-name: opus2m
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:
- aze
- bak
- chv
- crh
- kaz
- kir
- kjh
- kum
- mon
- nog
- ota
- sah
- tat
- tuk
- tur
- tyv
- uig
- uzb
- xal
use-target-labels:
- >>aze_Latn<<
- >>bak<<
- >>chv<<
- >>crh<<
- >>crh_Latn<<
- >>kaz_Cyrl<<
- >>kaz_Latn<<
- >>kir_Cyrl<<
- >>kjh<<
- >>kum<<
- >>mon<<
- >>nog<<
- >>ota_Arab<<
- >>ota_Latn<<
- >>sah<<
- >>tat<<
- >>tat_Arab<<
- >>tat_Latn<<
- >>tuk<<
- >>tuk_Latn<<
- >>tur<<
- >>tyv<<
- >>uig_Arab<<
- >>uig_Cyrl<<
- >>uzb_Cyrl<<
- >>uzb_Latn<<
- >>xal<<
test-data:
- 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-mon: 337/1971
- Tatoeba-test.eng-multi: 10000/46477
- Tatoeba-test.eng-nog: 83/250
- 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.eng-xal: 281/1366
- newsdev2016-entr.eng-tur: 1001/14044
- newstest2016-entr.eng-tur: 3000/44195
- newstest2017-entr.eng-tur: 3007/45049
- newstest2018-entr.eng-tur: 3000/45944
BLEU-scores:
- Tatoeba-test.eng-aze: 27.2
- Tatoeba-test.eng-bak: 5.8
- Tatoeba-test.eng-chv: 4.6
- Tatoeba-test.eng-crh: 6.5
- Tatoeba-test.eng-kaz: 11.8
- Tatoeba-test.eng-kir: 24.6
- Tatoeba-test.eng-kjh: 2.2
- Tatoeba-test.eng-kum: 8.0
- Tatoeba-test.eng-mon: 10.3
- Tatoeba-test.eng-multi: 19.5
- Tatoeba-test.eng-nog: 1.5
- Tatoeba-test.eng-ota: 0.2
- Tatoeba-test.eng-sah: 0.7
- Tatoeba-test.eng-tat: 10.8
- Tatoeba-test.eng-tuk: 5.6
- Tatoeba-test.eng-tur: 34.2
- Tatoeba-test.eng-tyv: 8.1
- Tatoeba-test.eng-uig: 0.1
- Tatoeba-test.eng-uzb: 4.2
- Tatoeba-test.eng-xal: 0.1
- newsdev2016-entr.eng-tur: 10.4
- newstest2016-entr.eng-tur: 9.1
- newstest2017-entr.eng-tur: 9.5
- newstest2018-entr.eng-tur: 9.5
chr-F-scores:
- Tatoeba-test.eng-aze: 0.580
- Tatoeba-test.eng-bak: 0.298
- Tatoeba-test.eng-chv: 0.301
- Tatoeba-test.eng-crh: 0.342
- Tatoeba-test.eng-kaz: 0.360
- Tatoeba-test.eng-kir: 0.499
- Tatoeba-test.eng-kjh: 0.052
- Tatoeba-test.eng-kum: 0.229
- Tatoeba-test.eng-mon: 0.362
- Tatoeba-test.eng-multi: 0.451
- Tatoeba-test.eng-nog: 0.117
- Tatoeba-test.eng-ota: 0.035
- Tatoeba-test.eng-sah: 0.080
- Tatoeba-test.eng-tat: 0.320
- Tatoeba-test.eng-tuk: 0.323
- Tatoeba-test.eng-tur: 0.623
- Tatoeba-test.eng-tyv: 0.192
- Tatoeba-test.eng-uig: 0.158
- Tatoeba-test.eng-uzb: 0.298
- Tatoeba-test.eng-xal: 0.061
- newsdev2016-entr.eng-tur: 0.438
- newstest2016-entr.eng-tur: 0.414
- newstest2017-entr.eng-tur: 0.414
- newstest2018-entr.eng-tur: 0.415