opus-2020-07-04.yml

release: bnt-eng/opus-2020-07-04.zip
release-date: 2020-07-04
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:
   - kdx
   - kin
   - lin
   - lug
   - nya
   - run
   - sna
   - toi
   - tso
   - umb
   - xho
   - zul
target-languages:
   - eng
test-data:
   - Tatoeba-test.kdx-eng: 10/48
   - Tatoeba-test.kin-eng: 17/93
   - Tatoeba-test.lin-eng: 28/204
   - Tatoeba-test.lug-eng: 2/11
   - Tatoeba-test.multi-eng: 2046/9912
   - Tatoeba-test.nya-eng: 22/106
   - Tatoeba-test.run-eng: 1703/8221
   - Tatoeba-test.sna-eng: 41/191
   - Tatoeba-test.toi-eng: 2/11
   - Tatoeba-test.tso-eng: 3/12
   - Tatoeba-test.umb-eng: 32/93
   - Tatoeba-test.xho-eng: 152/783
   - Tatoeba-test.zul-eng: 34/139
BLEU-scores:
   - Tatoeba-test.kdx-eng: 4.2
   - Tatoeba-test.kin-eng: 24.0
   - Tatoeba-test.lin-eng: 8.1
   - Tatoeba-test.lug-eng: 3.4
   - Tatoeba-test.multi-eng: 26.3
   - Tatoeba-test.nya-eng: 29.1
   - Tatoeba-test.run-eng: 26.4
   - Tatoeba-test.sna-eng: 24.4
   - Tatoeba-test.toi-eng: 5.8
   - Tatoeba-test.tso-eng: 79.7
   - Tatoeba-test.umb-eng: 4.8
   - Tatoeba-test.xho-eng: 35.4
   - Tatoeba-test.zul-eng: 45.6
chr-F-scores:
   - Tatoeba-test.kdx-eng: 0.198
   - Tatoeba-test.kin-eng: 0.417
   - Tatoeba-test.lin-eng: 0.254
   - Tatoeba-test.lug-eng: 0.141
   - Tatoeba-test.multi-eng: 0.433
   - Tatoeba-test.nya-eng: 0.485
   - Tatoeba-test.run-eng: 0.433
   - Tatoeba-test.sna-eng: 0.400
   - Tatoeba-test.toi-eng: 0.142
   - Tatoeba-test.tso-eng: 0.852
   - Tatoeba-test.umb-eng: 0.215
   - Tatoeba-test.xho-eng: 0.523
   - Tatoeba-test.zul-eng: 0.577