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opus1m-2021-02-18.yml
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opus1m-2021-02-18.yml
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release: zle-roa/opus1m-2021-02-18.zip
release-date: 2021-02-18
dataset-name: opus1m
modeltype: transformer
pre-processing: normalization + SentencePiece (spm32k,spm32k)
subwords:
- source: spm32k
- target: spm32k
subword-models:
- source: source.spm
- target: target.spm
use-target-labels:
- >>ast<<
- >>cat<<
- >>fra<<
- >>gcf_Latn<<
- >>glg<<
- >>ind<<
- >>ita<<
- >>jak_Latn<<
- >>lad<<
- >>lad_Latn<<
- >>min<<
- >>mol<<
- >>msa_Latn<<
- >>oci<<
- >>pob<<
- >>por<<
- >>ron<<
- >>spa<<
- >>zlm<<
- >>zlm_Latn<<
- >>zsm_Latn<<
source-languages:
- bel
- orv
- rue
- rus
- ukr
target-languages:
- ast
- cat
- fra
- gcf
- glg
- ind
- ita
- jak
- lad
- min
- mol
- msa
- oci
- pob
- por
- ron
- spa
- zlm
- zsm
training-data:
- bel-fra: Tatoeba-train (68085)
- bel-ind: Tatoeba-train (28578)
- bel-ita: Tatoeba-train (66625)
- bel-min: Tatoeba-train (1)
- bel-msa_Latn: Tatoeba-train (91407)
- bel-por: Tatoeba-train (102224)
- bel-spa: Tatoeba-train (203839)
- bel_Latn-fra: Tatoeba-train (570)
- bel_Latn-ind: Tatoeba-train (97)
- bel_Latn-ita: Tatoeba-train (582)
- bel_Latn-msa_Latn: Tatoeba-train (575)
- bel_Latn-por: Tatoeba-train (1014)
- bel_Latn-spa: Tatoeba-train (708)
- rus-ast: Tatoeba-train (11268)
- rus-cat: Tatoeba-train (539814)
- rus-fra: Tatoeba-train (48432451)
- rus-glg: Tatoeba-train (186041)
- rus-ind: Tatoeba-train (5420593)
- rus-ita: Tatoeba-train (17343976)
- rus-jak_Latn: Tatoeba-train (6456)
- rus-mol: Tatoeba-train (3)
- rus-msa_Latn: Tatoeba-train (1233479)
- rus-oci: Tatoeba-train (20559)
- rus-pob: Tatoeba-train (20542541)
- rus-por: Tatoeba-train (15203597)
- rus-ron: Tatoeba-train (19080347)
- rus-spa: Tatoeba-train (50217824)
- rus-zlm: Tatoeba-train (245)
- rus-zlm_Latn: Tatoeba-train (74640)
- ukr-cat: Tatoeba-train (272844)
- ukr-fra: Tatoeba-train (1700175)
- ukr-ind: Tatoeba-train (815214)
- ukr-ita: Tatoeba-train (1682300)
- ukr-jak_Latn: Tatoeba-train (6417)
- ukr-msa_Latn: Tatoeba-train (162908)
- ukr-pob: Tatoeba-train (454584)
- ukr-por: Tatoeba-train (1893558)
- ukr-spa: Tatoeba-train (1890039)
- ukr-zlm: Tatoeba-train (228)
- ukr-zlm_Latn: Tatoeba-train (76372)
validation-data:
- bel-fra: Tatoeba-dev, 994
- bel-ita: Tatoeba-dev, 991
- bel-msa: Tatoeba-dev, 1000
- bel-por: Tatoeba-dev, 990
- bel-spa: Tatoeba-dev, 995
- ast-rus: Tatoeba-dev, 975
- cat-rus: Tatoeba-dev, 999
- fra-rus: Tatoeba-dev, 179567
- glg-rus: Tatoeba-dev, 996
- ita-rus: Tatoeba-dev, 66049
- msa-rus: Tatoeba-dev, 1000
- oci-rus: Tatoeba-dev, 975
- por-rus: Tatoeba-dev, 9489
- ron-rus: Tatoeba-dev, 999
- rus-spa: Tatoeba-dev, 86620
- cat-ukr: Tatoeba-dev, 996
- fra-ukr: Tatoeba-dev, 18306
- ita-ukr: Tatoeba-dev, 8658
- msa-ukr: Tatoeba-dev, 1000
- por-ukr: Tatoeba-dev, 1000
- spa-ukr: Tatoeba-dev, 12924
- total size of shuffled dev data: 394361
- devset = top 5000 lines of opus-dev.src.shuffled!
test-data:
- newstest2012.rus-fra: 3003/78011
- newstest2012.rus-spa: 3003/79006
- newstest2013.rus-fra: 3000/70037
- newstest2013.rus-spa: 3000/70528
- Tatoeba-test.bel-fra: 283/2005
- Tatoeba-test.bel-ita: 264/1681
- Tatoeba-test.bel-lad: 2/14
- Tatoeba-test.bel-msa: 3/43
- Tatoeba-test.bel-por: 3/21
- Tatoeba-test.bel-spa: 205/1412
- Tatoeba-test.multi-multi: 10000/66633
- Tatoeba-test.orv-fra: 37/290
- Tatoeba-test.orv-ita: 8/53
- Tatoeba-test.orv-spa: 33/171
- Tatoeba-test.rue-spa: 97/469
- Tatoeba-test.rus-ast: 1/5
- Tatoeba-test.rus-cat: 185/1342
- Tatoeba-test.rus-fra: 10000/70132
- Tatoeba-test.rus-gcf: 1/3
- Tatoeba-test.rus-glg: 37/228
- Tatoeba-test.rus-ita: 10000/71254
- Tatoeba-test.rus-lad: 18/100
- Tatoeba-test.rus-msa: 88/634
- Tatoeba-test.rus-oci: 84/571
- Tatoeba-test.rus-por: 10000/74713
- Tatoeba-test.rus-ron: 782/4768
- Tatoeba-test.rus-spa: 10000/71496
- Tatoeba-test.ukr-cat: 455/2670
- Tatoeba-test.ukr-fra: 10000/62877
- Tatoeba-test.ukr-ita: 5000/27846
- Tatoeba-test.ukr-lad: 20/108
- Tatoeba-test.ukr-msa: 9/79
- Tatoeba-test.ukr-por: 3372/21315
- Tatoeba-test.ukr-spa: 10000/58486
BLEU-scores:
- newstest2012.rus-fra: 21.5
- newstest2012.rus-spa: 25.6
- newstest2013.rus-fra: 24.9
- newstest2013.rus-spa: 27.5
- Tatoeba-test.bel-fra: 38.8
- Tatoeba-test.bel-ita: 39.0
- Tatoeba-test.bel-lad: 6.3
- Tatoeba-test.bel-msa: 1.1
- Tatoeba-test.bel-por: 19.3
- Tatoeba-test.bel-spa: 39.8
- Tatoeba-test.multi-multi: 44.9
- Tatoeba-test.orv-fra: 8.0
- Tatoeba-test.orv-ita: 4.4
- Tatoeba-test.orv-spa: 7.4
- Tatoeba-test.rue-spa: 28.2
- Tatoeba-test.rus-ast: 23.6
- Tatoeba-test.rus-cat: 36.0
- Tatoeba-test.rus-fra: 49.7
- Tatoeba-test.rus-gcf: 10.7
- Tatoeba-test.rus-glg: 31.8
- Tatoeba-test.rus-ita: 38.9
- Tatoeba-test.rus-lad: 14.9
- Tatoeba-test.rus-msa: 17.7
- Tatoeba-test.rus-oci: 2.5
- Tatoeba-test.rus-por: 37.7
- Tatoeba-test.rus-ron: 35.9
- Tatoeba-test.rus-spa: 48.3
- Tatoeba-test.ukr-cat: 39.6
- Tatoeba-test.ukr-fra: 47.3
- Tatoeba-test.ukr-ita: 46.4
- Tatoeba-test.ukr-lad: 12.6
- Tatoeba-test.ukr-msa: 14.8
- Tatoeba-test.ukr-por: 39.8
- Tatoeba-test.ukr-spa: 47.6
chr-F-scores:
- newstest2012.rus-fra: 0.509
- newstest2012.rus-spa: 0.525
- newstest2013.rus-fra: 0.528
- newstest2013.rus-spa: 0.535
- Tatoeba-test.bel-fra: 0.577
- Tatoeba-test.bel-ita: 0.580
- Tatoeba-test.bel-lad: 0.186
- Tatoeba-test.bel-msa: 0.156
- Tatoeba-test.bel-por: 0.444
- Tatoeba-test.bel-spa: 0.604
- Tatoeba-test.multi-multi: 0.642
- Tatoeba-test.orv-fra: 0.232
- Tatoeba-test.orv-ita: 0.180
- Tatoeba-test.orv-spa: 0.289
- Tatoeba-test.rue-spa: 0.441
- Tatoeba-test.rus-ast: 0.703
- Tatoeba-test.rus-cat: 0.587
- Tatoeba-test.rus-fra: 0.660
- Tatoeba-test.rus-gcf: 0.128
- Tatoeba-test.rus-glg: 0.560
- Tatoeba-test.rus-ita: 0.612
- Tatoeba-test.rus-lad: 0.399
- Tatoeba-test.rus-msa: 0.399
- Tatoeba-test.rus-oci: 0.226
- Tatoeba-test.rus-por: 0.600
- Tatoeba-test.rus-ron: 0.595
- Tatoeba-test.rus-spa: 0.671
- Tatoeba-test.ukr-cat: 0.598
- Tatoeba-test.ukr-fra: 0.644
- Tatoeba-test.ukr-ita: 0.671
- Tatoeba-test.ukr-lad: 0.320
- Tatoeba-test.ukr-msa: 0.366
- Tatoeba-test.ukr-por: 0.612
- Tatoeba-test.ukr-spa: 0.662