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opus1m+bt-2021-05-01.yml
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opus1m+bt-2021-05-01.yml
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release: poz-eng/opus1m+bt-2021-05-01.zip
release-date: 2021-05-01
dataset-name: opus1m+bt
modeltype: transformer-align
vocabulary:
source: opus1m+bt.spm32k-spm32k.vocab.yml
target: opus1m+bt.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:
- akl
- aoz
- bvy
- ceb
- cha
- dtp
- fij
- gil
- haw
- hil
- iba
- ilo
- ind
- jak
- jav
- mad
- mah
- max
- mgm
- min
- mlg
- mri
- msa
- mvv
- nau
- niu
- pag
- pau
- plt
- rap
- smo
- sun
- tah
- tet
- tgl
- tmw
- ton
- tvl
- war
- zlm
- zsm
target-languages:
- eng
training-data:
ceb-eng: Tatoeba-train (1000000) wikibooks.aa.eng-ceb (990980) wikinews.aa.eng-ceb (457101) wikipedia.aa.eng-ceb (981155) wikipedia.ab.eng-ceb (981305) wikipedia.ac.eng-ceb (981300) wikipedia.ad.eng-ceb (981212) wikiquote.aa.eng-ceb (996894)
cha-eng: Tatoeba-train (11988)
fij-eng: Tatoeba-train (381656)
gil-eng: Tatoeba-train (208646)
hil-eng: Tatoeba-train (861976)
iba-eng: Tatoeba-train (34935)
ilo-eng: Tatoeba-train (902043) wikibooks.aa (990980) wikinews.aa (457101) wikipedia.aa (981155) wikipedia.ab (981305) wikipedia.ac (981300) wikipedia.ad (981212) wikiquote.aa (996894)
ind-eng: Tatoeba-train (1000000) wikibooks.aa (992157) wikinews.aa (457434) wikipedia.aa (983848) wikipedia.ab (984010) wikipedia.ac (983993) wikipedia.ad (983778) wikiquote.aa (997080)
jak_Latn-eng: Tatoeba-train (13228)
jav-eng: Tatoeba-train (34875)
mah-eng: Tatoeba-train (158609)
min-eng: Tatoeba-train (454)
mlg-eng: Tatoeba-train (1000000)
mri-eng: Tatoeba-train (120668)
msa_Latn-eng: Tatoeba-train (1000000)
niu-eng: Tatoeba-train (224855)
pag-eng: Tatoeba-train (163888)
plt-eng: Tatoeba-train (61838)
smo-eng: Tatoeba-train (390149)
sun-eng: Tatoeba-train (15261)
tah-eng: Tatoeba-train (578133)
tgl-eng: Tatoeba-train (7296) wikibooks.aa (990693) wikinews.aa (457049) wikipedia.aa (980823) wikipedia.ab (980964) wikipedia.ac (981041) wikipedia.ad (980829) wikiquote.aa (996933)
tgl_Latn-eng: Tatoeba-train (1000000)
ton-eng: Tatoeba-train (345565)
tvl-eng: Tatoeba-train (179991)
war-eng: Tatoeba-train (267579) wikibooks.aa (990749) wikinews.aa (457039) wikipedia.aa (980754) wikipedia.ab (980847) wikipedia.ac (980869) wikipedia.ad (980736) wikiquote.aa (996816)
zlm-eng: Tatoeba-train (247)
zlm_Latn-eng: Tatoeba-train (77038)
zsm_Latn-eng: wikibooks.aa (992157) wikinews.aa (457434) wikipedia.aa (983848) wikipedia.ab (984010) wikipedia.ac (983993) wikipedia.ad (983778) wikiquote.aa (997080)
validation-data:
ceb-eng: Tatoeba-dev, 1000
cha-eng: Tatoeba-dev, 999
dtp-eng: Tatoeba-dev, 1000
eng-fij: Tatoeba-dev, 1000
eng-gil: Tatoeba-dev, 1000
eng-haw: Tatoeba-dev, 25
eng-hil: Tatoeba-dev, 1000
eng-iba: Tatoeba-dev, 1000
eng-ilo: Tatoeba-dev, 1000
eng-ind: Tatoeba-dev, 5654
eng-jav: Tatoeba-dev, 999
eng-mad: Tatoeba-dev, 132
eng-mah: Tatoeba-dev, 1000
eng-max_Latn: Tatoeba-dev, 154
eng-min: Tatoeba-dev, 19
eng-mlg: Tatoeba-dev, 954
eng-mri: Tatoeba-dev, 1000
eng-nau: Tatoeba-dev, 4
eng-niu: Tatoeba-dev, 1000
eng-pag: Tatoeba-dev, 1000
eng-plt: Tatoeba-dev, 46
eng-smo: Tatoeba-dev, 1000
eng-sun: Tatoeba-dev, 1000
eng-tah: Tatoeba-dev, 1000
eng-tet: Tatoeba-dev, 524
eng-tgl: Tatoeba-dev, 1
eng-tgl_Latn: Tatoeba-dev, 4752
eng-ton: Tatoeba-dev, 1000
eng-tvl: Tatoeba-dev, 1000
eng-war: Tatoeba-dev, 1000
eng-zlm_Latn: Tatoeba-dev, 30
eng-zsm_Latn: Tatoeba-dev, 714
total-size-shuffled: 23182
devset-selected: top 5000 lines of Tatoeba-dev.src.shuffled
test-data:
Tatoeba-test.akl-eng: 27/87
Tatoeba-test.aoz-eng: 24/80
Tatoeba-test.bvy-eng: 25/171
Tatoeba-test.ceb-eng: 378/2292
Tatoeba-test.cha-eng: 237/1212
Tatoeba-test.dtp-eng: 1929/13787
Tatoeba-test.fij-eng: 44/159
Tatoeba-test.gil-eng: 14/92
Tatoeba-test.haw-eng: 92/444
Tatoeba-test.hil-eng: 22/150
Tatoeba-test.iba-eng: 30/288
Tatoeba-test.ilo-eng: 1093/7384
Tatoeba-test.ind-eng: 4289/31352
Tatoeba-test.jav-eng: 259/1814
Tatoeba-test.jav_Java-eng: 3/8
Tatoeba-test.mad-eng: 7/40
Tatoeba-test.mah-eng: 29/180
Tatoeba-test.max_Latn-eng: 127/853
Tatoeba-test.mgm-eng: 33/294
Tatoeba-test.min-eng: 19/173
Tatoeba-test.mlg-eng: 51/236
Tatoeba-test.mri-eng: 363/2733
Tatoeba-test.msa-eng: 5000/37028
Tatoeba-test.mvv-eng: 10/47
Tatoeba-test.nau-eng: 20/107
Tatoeba-test.niu-eng: 29/128
Tatoeba-test.multi-eng: 10000/70930
Tatoeba-test.pag-eng: 49/316
Tatoeba-test.pau-eng: 34/140
Tatoeba-test.rap-eng: 26/110
Tatoeba-test.smo-eng: 78/347
Tatoeba-test.sun-eng: 26/136
Tatoeba-test.tah-eng: 21/104
Tatoeba-test.tet-eng: 53/258
Tatoeba-test.tgl-eng: 2500/18168
Tatoeba-test.tmw_Latn-eng: 5/34
Tatoeba-test.ton-eng: 20/86
Tatoeba-test.tvl-eng: 15/78
Tatoeba-test.war-eng: 1512/11342
Tatoeba-test.zlm_Latn-eng: 24/179
Tatoeba-test.zsm_Latn-eng: 536/4437
tico19-test.tgl-eng: 2100/56848
BLEU-scores:
Tatoeba-test.akl-eng: 7.9
Tatoeba-test.aoz-eng: 7.0
Tatoeba-test.bvy-eng: 26.3
Tatoeba-test.ceb-eng: 20.8
Tatoeba-test.cha-eng: 4.8
Tatoeba-test.dtp-eng: 0.9
Tatoeba-test.fij-eng: 24.4
Tatoeba-test.gil-eng: 44.8
Tatoeba-test.haw-eng: 1.2
Tatoeba-test.hil-eng: 17.2
Tatoeba-test.iba-eng: 9.7
Tatoeba-test.ilo-eng: 35.0
Tatoeba-test.ind-eng: 29.4
Tatoeba-test.jav-eng: 8.3
Tatoeba-test.jav_Java-eng: 1.1
Tatoeba-test.mad-eng: 5.6
Tatoeba-test.mah-eng: 16.9
Tatoeba-test.max_Latn-eng: 6.9
Tatoeba-test.mgm-eng: 4.0
Tatoeba-test.min-eng: 11.1
Tatoeba-test.mlg-eng: 32.2
Tatoeba-test.mri-eng: 9.2
Tatoeba-test.msa-eng: 29.0
Tatoeba-test.mvv-eng: 1.6
Tatoeba-test.nau-eng: 1.9
Tatoeba-test.niu-eng: 42.7
Tatoeba-test.multi-eng: 25.2
Tatoeba-test.pag-eng: 21.9
Tatoeba-test.pau-eng: 1.2
Tatoeba-test.rap-eng: 19.3
Tatoeba-test.smo-eng: 39.8
Tatoeba-test.sun-eng: 20.2
Tatoeba-test.tah-eng: 12.2
Tatoeba-test.tet-eng: 3.6
Tatoeba-test.tgl-eng: 34.4
Tatoeba-test.tmw_Latn-eng: 17.5
Tatoeba-test.ton-eng: 38.8
Tatoeba-test.tvl-eng: 62.4
Tatoeba-test.war-eng: 16.6
Tatoeba-test.zlm_Latn-eng: 13.9
Tatoeba-test.zsm_Latn-eng: 32.5
tico19-test.tgl-eng: 44.9
chr-F-scores:
Tatoeba-test.akl-eng: 0.301
Tatoeba-test.aoz-eng: 0.181
Tatoeba-test.bvy-eng: 0.389
Tatoeba-test.ceb-eng: 0.385
Tatoeba-test.cha-eng: 0.173
Tatoeba-test.dtp-eng: 0.134
Tatoeba-test.fij-eng: 0.365
Tatoeba-test.gil-eng: 0.526
Tatoeba-test.haw-eng: 0.131
Tatoeba-test.hil-eng: 0.410
Tatoeba-test.iba-eng: 0.273
Tatoeba-test.ilo-eng: 0.537
Tatoeba-test.ind-eng: 0.583
Tatoeba-test.jav-eng: 0.281
Tatoeba-test.jav_Java-eng: 0.169
Tatoeba-test.mad-eng: 0.145
Tatoeba-test.mah-eng: 0.292
Tatoeba-test.max_Latn-eng: 0.306
Tatoeba-test.mgm-eng: 0.141
Tatoeba-test.min-eng: 0.264
Tatoeba-test.mlg-eng: 0.452
Tatoeba-test.mri-eng: 0.263
Tatoeba-test.msa-eng: 0.575
Tatoeba-test.mvv-eng: 0.149
Tatoeba-test.nau-eng: 0.167
Tatoeba-test.niu-eng: 0.554
Tatoeba-test.multi-eng: 0.467
Tatoeba-test.pag-eng: 0.470
Tatoeba-test.pau-eng: 0.129
Tatoeba-test.rap-eng: 0.228
Tatoeba-test.smo-eng: 0.509
Tatoeba-test.sun-eng: 0.391
Tatoeba-test.tah-eng: 0.189
Tatoeba-test.tet-eng: 0.144
Tatoeba-test.tgl-eng: 0.529
Tatoeba-test.tmw_Latn-eng: 0.277
Tatoeba-test.ton-eng: 0.486
Tatoeba-test.tvl-eng: 0.693
Tatoeba-test.war-eng: 0.359
Tatoeba-test.zlm_Latn-eng: 0.393
Tatoeba-test.zsm_Latn-eng: 0.584
tico19-test.tgl-eng: 0.683