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opusTCv20210807_transformer-big_2022-03-23.yml
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opusTCv20210807_transformer-big_2022-03-23.yml
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release: zle-deu/opusTCv20210807_transformer-big_2022-03-23.zip
release-date: 2022-03-23
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
- orv_Cyrl
- rus
- ukr
target-languages:
- deu
raw-source-languages:
- bel
- orv
- rus
- ukr
raw-target-languages:
- deu
training-data:
bel-deu: Tatoeba-train-v2021-08-07.bel-deu.strict (1099027)
bel_Latn-deu: Tatoeba-train-v2021-08-07.bel_Latn-deu.strict (3402)
rus-deu: Tatoeba-train-v2021-08-07.deu-rus.strict (68531429)
ukr-deu: Tatoeba-train-v2021-08-07.deu-ukr.strict (11133937)
validation-data:
bel-deu: Tatoeba-dev-v2021-08-07, 825
bel_Latn-deu: Tatoeba-dev-v2021-08-07, 5
deu-rus: Tatoeba-dev-v2021-08-07, 99441
deu-ukr: Tatoeba-dev-v2021-08-07, 11580
total-size-shuffled: 2830
devset-selected: top 2830 lines of Tatoeba-dev-v2021-08-07.src.shuffled
test-data:
newstest2012.rus-deu: 3003/72886
newstest2013.rus-deu: 3000/63737
Tatoeba-test-v2021-08-07.bel-deu: 551/4178
Tatoeba-test-v2021-08-07.bel_Latn-deu: 3/21
Tatoeba-test-v2021-08-07.multi-deu: 10000/70441
Tatoeba-test-v2021-08-07.orv-deu: 28/197
Tatoeba-test-v2021-08-07.rus-deu: 12800/98826
Tatoeba-test-v2021-08-07.ukr-deu: 10319/64637
BLEU-scores:
newstest2012.rus-deu: 19.8
newstest2013.rus-deu: 25.2
Tatoeba-test-v2021-08-07.bel-deu: 44.8
Tatoeba-test-v2021-08-07.bel_Latn-deu: 2.2
Tatoeba-test-v2021-08-07.multi-deu: 52.2
Tatoeba-test-v2021-08-07.orv-deu: 7.0
Tatoeba-test-v2021-08-07.rus-deu: 51.4
Tatoeba-test-v2021-08-07.ukr-deu: 54.5
chr-F-scores:
newstest2012.rus-deu: 0.49350
newstest2013.rus-deu: 0.54036
Tatoeba-test-v2021-08-07.bel-deu: 0.63290
Tatoeba-test-v2021-08-07.bel_Latn-deu: 0.11023
Tatoeba-test-v2021-08-07.multi-deu: 0.69723
Tatoeba-test-v2021-08-07.orv-deu: 0.28830
Tatoeba-test-v2021-08-07.rus-deu: 0.69605
Tatoeba-test-v2021-08-07.ukr-deu: 0.70668