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opusTCv20210807_transformer-big_2022-09-15.yml
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release: sla-gmq/opusTCv20210807_transformer-big_2022-09-15.zip
release-date: 2022-09-15
dataset-name: opusTCv20210807
modeltype: transformer-big
vocabulary:
source: opusTCv20210807.spm32k-spm32k.vocab.yml
target: opusTCv20210807.spm32k-spm32k.vocab.yml
pre-processing: normalization + SentencePiece (spm32k,spm32k)
subwords:
source: spm32k
target: spm32k
subword-models:
source: source.spm
target: target.spm
source-languages:
- bel
- bel_Latn
- bos_Cyrl
- bos_Latn
- bul
- ces
- hbs
- hbs_Cyrl
- hrv
- mkd
- pol
- rus
- slv
- srp_Cyrl
- srp_Latn
- ukr
target-languages:
- dan
- fao
- isl
- nno
- nob
- swe
raw-source-languages:
- bel
- bos
- bul
- ces
- hbs
- hrv
- mkd
- pol
- rus
- slv
- srp
- ukr
raw-target-languages:
- dan
- fao
- isl
- nno
- nob
- swe
use-target-labels:
training-data:
bel-dan: Tatoeba-train-v2021-08-07.bel-dan.strict (720527)
bel-nno: Tatoeba-train-v2021-08-07.bel-nno.strict (56155)
bel-nob: Tatoeba-train-v2021-08-07.bel-nob.strict (655477)
bel_Latn-dan: Tatoeba-train-v2021-08-07.bel_Latn-dan.strict (1833)
bel_Latn-nno: Tatoeba-train-v2021-08-07.bel_Latn-nno.strict (547)
bel_Latn-nob: Tatoeba-train-v2021-08-07.bel_Latn-nob.strict (1561)
bos_Cyrl-nob: Tatoeba-train-v2021-08-07.bos_Cyrl-nob.strict (42)
bos_Cyrl-swe: Tatoeba-train-v2021-08-07.bos_Cyrl-swe.strict (45)
bos_Latn-nno: Tatoeba-train-v2021-08-07.bos_Latn-nno.strict (175987)
bos_Latn-nob: Tatoeba-train-v2021-08-07.bos_Latn-nob.strict (2678658)
bos_Latn-swe: Tatoeba-train-v2021-08-07.bos_Latn-swe.strict (3833910)
bul-dan: Tatoeba-train-v2021-08-07.bul-dan.strict (7492751)
bul-nno: Tatoeba-train-v2021-08-07.bul-nno.strict (72420)
bul-nob: Tatoeba-train-v2021-08-07.bul-nob.strict (6186205)
bul-swe: Tatoeba-train-v2021-08-07.bul-swe.strict (7736869)
ces-dan: Tatoeba-train-v2021-08-07.ces-dan.strict (8312881)
ces-fao: Tatoeba-train-v2021-08-07.ces-fao.strict (11410)
ces-nno: Tatoeba-train-v2021-08-07.ces-nno.strict (98030)
ces-nob: Tatoeba-train-v2021-08-07.ces-nob.strict (7262121)
ces-swe: Tatoeba-train-v2021-08-07.ces-swe.strict (9764344)
hbs-nob: Tatoeba-train-v2021-08-07.hbs-nob.strict (407)
hbs-swe: Tatoeba-train-v2021-08-07.hbs-swe.strict (12445)
hbs_Cyrl-nob: Tatoeba-train-v2021-08-07.hbs_Cyrl-nob.strict (33)
hbs_Cyrl-swe: Tatoeba-train-v2021-08-07.hbs_Cyrl-swe.strict (319)
hrv-nno: Tatoeba-train-v2021-08-07.hrv-nno.strict (81121)
hrv-nob: Tatoeba-train-v2021-08-07.hrv-nob.strict (5697849)
hrv-swe: Tatoeba-train-v2021-08-07.hrv-swe.strict (6205017)
mkd-swe: Tatoeba-train-v2021-08-07.mkd-swe.strict (3694216)
pol-dan: Tatoeba-train-v2021-08-07.dan-pol.strict (8241432)
pol-fao: Tatoeba-train-v2021-08-07.fao-pol.strict (22356)
pol-isl: Tatoeba-train-v2021-08-07.isl-pol.strict (3291624)
pol-nno: Tatoeba-train-v2021-08-07.nno-pol.strict (106718)
pol-nob: Tatoeba-train-v2021-08-07.nob-pol.strict (6858589)
pol-swe: Tatoeba-train-v2021-08-07.pol-swe.strict (10000000)
rus-dan: Tatoeba-train-v2021-08-07.dan-rus.strict (6385119)
rus-isl: Tatoeba-train-v2021-08-07.isl-rus.strict (1841976)
rus-nno: Tatoeba-train-v2021-08-07.nno-rus.strict (87732)
rus-nob: Tatoeba-train-v2021-08-07.nob-rus.strict (5481366)
rus-swe: Tatoeba-train-v2021-08-07.rus-swe.strict (7881118)
slv-dan: Tatoeba-train-v2021-08-07.dan-slv.strict (7180891)
slv-nno: Tatoeba-train-v2021-08-07.nno-slv.strict (89390)
slv-nob: Tatoeba-train-v2021-08-07.nob-slv.strict (5726095)
slv-swe: Tatoeba-train-v2021-08-07.slv-swe.strict (7675886)
srp_Cyrl-nno: Tatoeba-train-v2021-08-07.nno-srp_Cyrl.strict (61860)
srp_Cyrl-nob: Tatoeba-train-v2021-08-07.nob-srp_Cyrl.strict (3493298)
srp_Cyrl-swe: Tatoeba-train-v2021-08-07.srp_Cyrl-swe.strict (3921473)
srp_Latn-nno: Tatoeba-train-v2021-08-07.nno-srp_Latn.strict (6312)
srp_Latn-nob: Tatoeba-train-v2021-08-07.nob-srp_Latn.strict (4127313)
srp_Latn-swe: Tatoeba-train-v2021-08-07.srp_Latn-swe.strict (5512909)
ukr-dan: Tatoeba-train-v2021-08-07.dan-ukr.strict (3912290)
ukr-nno: Tatoeba-train-v2021-08-07.nno-ukr.strict (126894)
ukr-nob: Tatoeba-train-v2021-08-07.nob-ukr.strict (3809544)
ukr-swe: Tatoeba-train-v2021-08-07.swe-ukr.strict (4072972)
validation-data:
bel-dan: Tatoeba-dev-v2021-08-07, 995
bel-nno: Tatoeba-dev-v2021-08-07, 63
bel-nob: Tatoeba-dev-v2021-08-07, 932
bel_Latn-dan: Tatoeba-dev-v2021-08-07, 5
bel_Latn-nno: Tatoeba-dev-v2021-08-07, 1
bel_Latn-nob: Tatoeba-dev-v2021-08-07, 4
bos_Latn-swe: Tatoeba-dev-v2021-08-07, 84
bul-dan: Tatoeba-dev-v2021-08-07, 1000
bul-nno: Tatoeba-dev-v2021-08-07, 6
bul-nob: Tatoeba-dev-v2021-08-07, 994
bul-swe: Tatoeba-dev-v2021-08-07, 1000
ces-dan: Tatoeba-dev-v2021-08-07, 1000
ces-fao: Tatoeba-dev-v2021-08-07, 1000
ces-nno: Tatoeba-dev-v2021-08-07, 4
ces-nob: Tatoeba-dev-v2021-08-07, 996
ces-swe: Tatoeba-dev-v2021-08-07, 1000
hrv-nob: Tatoeba-dev-v2021-08-07, 65
hrv-swe: Tatoeba-dev-v2021-08-07, 341
mkd-swe: Tatoeba-dev-v2021-08-07, 1000
dan-pol: Tatoeba-dev-v2021-08-07, 935
fao-pol: Tatoeba-dev-v2021-08-07, 1000
isl-pol: Tatoeba-dev-v2021-08-07, 1000
nno-pol: Tatoeba-dev-v2021-08-07, 5
nob-pol: Tatoeba-dev-v2021-08-07, 959
pol-swe: Tatoeba-dev-v2021-08-07, 957
dan-rus: Tatoeba-dev-v2021-08-07, 1003
isl-rus: Tatoeba-dev-v2021-08-07, 936
nno-rus: Tatoeba-dev-v2021-08-07, 6
nob-rus: Tatoeba-dev-v2021-08-07, 942
rus-swe: Tatoeba-dev-v2021-08-07, 50
dan-slv: Tatoeba-dev-v2021-08-07, 1000
nno-slv: Tatoeba-dev-v2021-08-07, 6
nob-slv: Tatoeba-dev-v2021-08-07, 953
slv-swe: Tatoeba-dev-v2021-08-07, 1000
nob-srp_Cyrl: Tatoeba-dev-v2021-08-07, 139
srp_Cyrl-swe: Tatoeba-dev-v2021-08-07, 145
nob-srp_Latn: Tatoeba-dev-v2021-08-07, 5907
srp_Latn-swe: Tatoeba-dev-v2021-08-07, 405
dan-ukr: Tatoeba-dev-v2021-08-07, 1001
nno-ukr: Tatoeba-dev-v2021-08-07, 16
nob-ukr: Tatoeba-dev-v2021-08-07, 946
swe-ukr: Tatoeba-dev-v2021-08-07, 1000
total-size-shuffled: 25871
devset-selected: top 5000 lines of Tatoeba-dev-v2021-08-07.src.shuffled
test-data:
Tatoeba-test-v2021-08-07.bel-dan: 2/14
Tatoeba-test-v2021-08-07.bel-nor: 9/85
Tatoeba-test-v2021-08-07.bul-dan: 1/5
Tatoeba-test-v2021-08-07.bul-nor: 1/5
Tatoeba-test-v2021-08-07.bul-swe: 1/5
Tatoeba-test-v2021-08-07.ces-dan: 2/10
Tatoeba-test-v2021-08-07.ces-fao: 1/27
Tatoeba-test-v2021-08-07.ces-nor: 28/183
Tatoeba-test-v2021-08-07.ces-swe: 5/34
Tatoeba-test-v2021-08-07.hbs-nor: 5000/43346
Tatoeba-test-v2021-08-07.hbs-swe: 2/9
Tatoeba-test-v2021-08-07.hrv-nob: 53/370
Tatoeba-test-v2021-08-07.mkd-swe: 1/4
Tatoeba-test-v2021-08-07.multi-multi: 10000/78230
Tatoeba-test-v2021-08-07.pol-dan: 147/1096
Tatoeba-test-v2021-08-07.pol-fao: 5/58
Tatoeba-test-v2021-08-07.pol-isl: 18/131
Tatoeba-test-v2021-08-07.pol-nor: 281/2044
Tatoeba-test-v2021-08-07.pol-swe: 1392/9300
Tatoeba-test-v2021-08-07.rus-dan: 1713/11746
Tatoeba-test-v2021-08-07.rus-isl: 139/969
Tatoeba-test-v2021-08-07.rus-nno: 2/14
Tatoeba-test-v2021-08-07.rus-nob: 1277/11669
Tatoeba-test-v2021-08-07.rus-nor: 1279/11683
Tatoeba-test-v2021-08-07.rus-swe: 1282/8447
Tatoeba-test-v2021-08-07.slv-dan: 2/9
Tatoeba-test-v2021-08-07.slv-nor: 113/914
Tatoeba-test-v2021-08-07.slv-swe: 2/9
Tatoeba-test-v2021-08-07.srp_Cyrl-nob: 134/1279
Tatoeba-test-v2021-08-07.srp_Latn-nob: 4813/41697
Tatoeba-test-v2021-08-07.ukr-dan: 10/54
Tatoeba-test-v2021-08-07.ukr-nor: 670/4378
Tatoeba-test-v2021-08-07.ukr-swe: 4/20
BLEU-scores:
Tatoeba-test-v2021-08-07.bel-dan: 29.1
Tatoeba-test-v2021-08-07.bel-nor: 61.9
Tatoeba-test-v2021-08-07.bul-dan: 100.0
Tatoeba-test-v2021-08-07.bul-nor: 100.0
Tatoeba-test-v2021-08-07.bul-swe: 100.0
Tatoeba-test-v2021-08-07.ces-dan: 41.7
Tatoeba-test-v2021-08-07.ces-fao: 18.9
Tatoeba-test-v2021-08-07.ces-nor: 55.3
Tatoeba-test-v2021-08-07.ces-swe: 80.3
Tatoeba-test-v2021-08-07.hbs-nor: 48.7
Tatoeba-test-v2021-08-07.hbs-swe: 100.0
Tatoeba-test-v2021-08-07.hrv-nob: 43.7
Tatoeba-test-v2021-08-07.mkd-swe: 30.2
Tatoeba-test-v2021-08-07.multi-multi: 51.1
Tatoeba-test-v2021-08-07.pol-dan: 51.5
Tatoeba-test-v2021-08-07.pol-fao: 4.5
Tatoeba-test-v2021-08-07.pol-isl: 32.0
Tatoeba-test-v2021-08-07.pol-nor: 51.6
Tatoeba-test-v2021-08-07.pol-swe: 56.5
Tatoeba-test-v2021-08-07.rus-dan: 59.0
Tatoeba-test-v2021-08-07.rus-isl: 23.1
Tatoeba-test-v2021-08-07.rus-nno: 44.5
Tatoeba-test-v2021-08-07.rus-nob: 45.8
Tatoeba-test-v2021-08-07.rus-nor: 45.8
Tatoeba-test-v2021-08-07.rus-swe: 54.1
Tatoeba-test-v2021-08-07.slv-dan: 41.3
Tatoeba-test-v2021-08-07.slv-nor: 36.6
Tatoeba-test-v2021-08-07.slv-swe: 64.9
Tatoeba-test-v2021-08-07.srp_Cyrl-nob: 46.1
Tatoeba-test-v2021-08-07.srp_Latn-nob: 48.6
Tatoeba-test-v2021-08-07.ukr-dan: 89.8
Tatoeba-test-v2021-08-07.ukr-nor: 60.9
Tatoeba-test-v2021-08-07.ukr-swe: 18.6
chr-F-scores:
Tatoeba-test-v2021-08-07.bel-dan: 0.50560
Tatoeba-test-v2021-08-07.bel-nor: 0.71993
Tatoeba-test-v2021-08-07.bul-dan: 10.00000
Tatoeba-test-v2021-08-07.bul-nor: 10.00000
Tatoeba-test-v2021-08-07.bul-swe: 10.00000
Tatoeba-test-v2021-08-07.ces-dan: 0.76205
Tatoeba-test-v2021-08-07.ces-fao: 0.45239
Tatoeba-test-v2021-08-07.ces-nor: 0.72143
Tatoeba-test-v2021-08-07.ces-swe: 0.90560
Tatoeba-test-v2021-08-07.hbs-nor: 0.66743
Tatoeba-test-v2021-08-07.hbs-swe: 10.00000
Tatoeba-test-v2021-08-07.hrv-nob: 0.63828
Tatoeba-test-v2021-08-07.mkd-swe: 0.70155
Tatoeba-test-v2021-08-07.multi-multi: 0.68346
Tatoeba-test-v2021-08-07.pol-dan: 0.68887
Tatoeba-test-v2021-08-07.pol-fao: 0.26496
Tatoeba-test-v2021-08-07.pol-isl: 0.54838
Tatoeba-test-v2021-08-07.pol-nor: 0.68159
Tatoeba-test-v2021-08-07.pol-swe: 0.71143
Tatoeba-test-v2021-08-07.rus-dan: 0.73640
Tatoeba-test-v2021-08-07.rus-isl: 0.48927
Tatoeba-test-v2021-08-07.rus-nno: 0.69220
Tatoeba-test-v2021-08-07.rus-nob: 0.66000
Tatoeba-test-v2021-08-07.rus-nor: 0.66003
Tatoeba-test-v2021-08-07.rus-swe: 0.69974
Tatoeba-test-v2021-08-07.slv-dan: 0.71702
Tatoeba-test-v2021-08-07.slv-nor: 0.54345
Tatoeba-test-v2021-08-07.slv-swe: 0.80211
Tatoeba-test-v2021-08-07.srp_Cyrl-nob: 0.64269
Tatoeba-test-v2021-08-07.srp_Latn-nob: 0.66783
Tatoeba-test-v2021-08-07.ukr-dan: 0.94639
Tatoeba-test-v2021-08-07.ukr-nor: 0.74780
Tatoeba-test-v2021-08-07.ukr-swe: 0.61426