opus-2020-07-14.yml

release: eng-nic/opus-2020-07-14.zip
release-date: 2020-07-14
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:
   - bam
   - ewe
   - fuc
   - fuv
   - ibo
   - kin
   - lin
   - lug
   - nya
   - run
   - sag
   - sna
   - swh
   - toi
   - tso
   - umb
   - wol
   - xho
   - yor
   - zul
use-target-labels:
   - ">>bam_Latn<<"
   - ">>ewe<<"
   - ">>fuc<<"
   - ">>fuv<<"
   - ">>ibo<<"
   - ">>kin<<"
   - ">>lin<<"
   - ">>lug<<"
   - ">>nya<<"
   - ">>run<<"
   - ">>sag<<"
   - ">>sna<<"
   - ">>swh<<"
   - ">>toi_Latn<<"
   - ">>tso<<"
   - ">>umb<<"
   - ">>wol<<"
   - ">>xho<<"
   - ">>yor<<"
   - ">>zul<<"
test-data:
   Tatoeba-test.eng-bam: 7/15
   Tatoeba-test.eng-ewe: 6/25
   Tatoeba-test.eng-ful: 41/136
   Tatoeba-test.eng-ibo: 21/121
   Tatoeba-test.eng-kin: 17/60
   Tatoeba-test.eng-lin: 28/154
   Tatoeba-test.eng-lug: 2/6
   Tatoeba-test.eng-multi: 2550/7806
   Tatoeba-test.eng-nya: 22/71
   Tatoeba-test.eng-run: 1703/4930
   Tatoeba-test.eng-sag: 11/40
   Tatoeba-test.eng-sna: 41/100
   Tatoeba-test.eng-toi: 2/7
   Tatoeba-test.eng-tso: 3/11
   Tatoeba-test.eng-umb: 32/79
   Tatoeba-test.eng-wol: 7/22
   Tatoeba-test.eng-xho: 152/456
   Tatoeba-test.eng-yor: 35/153
   Tatoeba-test.eng-zul: 34/63
BLEU-scores:
   Tatoeba-test.eng-bam: 6.3
   Tatoeba-test.eng-ewe: 4.9
   Tatoeba-test.eng-ful: 0.6
   Tatoeba-test.eng-ibo: 4.1
   Tatoeba-test.eng-kin: 5.8
   Tatoeba-test.eng-lin: 1.3
   Tatoeba-test.eng-lug: 5.5
   Tatoeba-test.eng-multi: 10.9
   Tatoeba-test.eng-nya: 17.9
   Tatoeba-test.eng-run: 13.1
   Tatoeba-test.eng-sag: 5.4
   Tatoeba-test.eng-sna: 17.8
   Tatoeba-test.eng-toi: 8.3
   Tatoeba-test.eng-tso: 41.3
   Tatoeba-test.eng-umb: 3.4
   Tatoeba-test.eng-wol: 4.3
   Tatoeba-test.eng-xho: 25.8
   Tatoeba-test.eng-yor: 15.7
   Tatoeba-test.eng-zul: 41.0
chr-F-scores:
   Tatoeba-test.eng-bam: 0.021
   Tatoeba-test.eng-ewe: 0.244
   Tatoeba-test.eng-ful: 0.092
   Tatoeba-test.eng-ibo: 0.273
   Tatoeba-test.eng-kin: 0.435
   Tatoeba-test.eng-lin: 0.311
   Tatoeba-test.eng-lug: 0.384
   Tatoeba-test.eng-multi: 0.423
   Tatoeba-test.eng-nya: 0.609
   Tatoeba-test.eng-run: 0.477
   Tatoeba-test.eng-sag: 0.176
   Tatoeba-test.eng-sna: 0.560
   Tatoeba-test.eng-toi: 0.196
   Tatoeba-test.eng-tso: 0.698
   Tatoeba-test.eng-umb: 0.323
   Tatoeba-test.eng-wol: 0.191
   Tatoeba-test.eng-xho: 0.612
   Tatoeba-test.eng-yor: 0.351
   Tatoeba-test.eng-zul: 0.762