opus-2020-07-06.yml

release: eng-bnt/opus-2020-07-06.zip
release-date: 2020-07-06
dataset-name: opus
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:
   - kin
   - lin
   - lug
   - nya
   - run
   - sna
   - swh
   - toi
   - tso
   - umb
   - xho
   - zul
use-target-labels:
   - >>kin<<
   - >>lin<<
   - >>lug<<
   - >>nya<<
   - >>run<<
   - >>sna<<
   - >>swh<<
   - >>toi_Latn<<
   - >>tso<<
   - >>umb<<
   - >>xho<<
   - >>zul<<
test-data:
   - Tatoeba-test.eng-kin: 17/60
   - Tatoeba-test.eng-lin: 28/154
   - Tatoeba-test.eng-lug: 2/6
   - Tatoeba-test.eng-multi: 2046/5974
   - Tatoeba-test.eng-nya: 22/71
   - Tatoeba-test.eng-run: 1703/4930
   - Tatoeba-test.eng-sna: 41/100
   - Tatoeba-test.eng-swa: 386/1357
   - Tatoeba-test.eng-toi: 2/7
   - Tatoeba-test.eng-tso: 3/11
   - Tatoeba-test.eng-umb: 32/79
   - Tatoeba-test.eng-xho: 152/456
   - Tatoeba-test.eng-zul: 34/63
BLEU-scores:
   - Tatoeba-test.eng-kin: 8.1
   - Tatoeba-test.eng-lin: 1.3
   - Tatoeba-test.eng-lug: 4.8
   - Tatoeba-test.eng-multi: 13.7
   - Tatoeba-test.eng-nya: 20.1
   - Tatoeba-test.eng-run: 13.0
   - Tatoeba-test.eng-sna: 29.6
   - Tatoeba-test.eng-swa: 1.3
   - Tatoeba-test.eng-toi: 14.1
   - Tatoeba-test.eng-tso: 32.9
   - Tatoeba-test.eng-umb: 4.0
   - Tatoeba-test.eng-xho: 23.4
   - Tatoeba-test.eng-zul: 33.0
chr-F-scores:
   - Tatoeba-test.eng-kin: 0.596
   - Tatoeba-test.eng-lin: 0.276
   - Tatoeba-test.eng-lug: 0.503
   - Tatoeba-test.eng-multi: 0.491
   - Tatoeba-test.eng-nya: 0.623
   - Tatoeba-test.eng-run: 0.478
   - Tatoeba-test.eng-sna: 0.618
   - Tatoeba-test.eng-swa: 0.156
   - Tatoeba-test.eng-toi: 0.290
   - Tatoeba-test.eng-tso: 0.607
   - Tatoeba-test.eng-umb: 0.330
   - Tatoeba-test.eng-xho: 0.600
   - Tatoeba-test.eng-zul: 0.725