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opusTCv20210807_transformer-big_2022-07-23.zip

  • dataset: opusTCv20210807
  • model: transformer-big
  • source language(s): cat fra glg ita lad lad_Latn lat_Latn mol oci pms pob por por_Hani ron spa
  • target language(s): cjy_Hans cjy_Hant cmn cmn_Hans cmn_Hant gan hsn hsn_Hani lzh lzh_Hans nan wuu yue_Hans yue_Hant
  • raw source language(s): cat fra glg ita lad lat mol oci pms pob por ron spa
  • raw target language(s): cjy cmn gan hsn lzh nan wuu yue
  • model: transformer-big
  • pre-processing: normalization + SentencePiece (spm32k,spm32k)
  • a sentence initial language token is required in the form of >>id<< (id = valid target language ID)
  • valid language labels:
  • download: opusTCv20210807_transformer-big_2022-07-23.zip
  • test set translations: opusTCv20210807_transformer-big_2022-07-23.test.txt
  • test set scores: opusTCv20210807_transformer-big_2022-07-23.eval.txt

Benchmarks

testset BLEU chr-F #sent #words BP
Tatoeba-test-v2021-08-07.cat-cmn_Hans 24.9 0.21586 73 741 0.988
Tatoeba-test-v2021-08-07.cat-cmn_Hant 25.8 0.21731 49 475 0.905
Tatoeba-test-v2021-08-07.cat-zho 25.2 0.21646 122 1216 0.956
Tatoeba-test-v2021-08-07.fra-cmn 19.0 0.41401 13 80 1.000
Tatoeba-test-v2021-08-07.fra-cmn_Hans 20.7 0.20761 6825 77605 1.000
Tatoeba-test-v2021-08-07.fra-cmn_Hant 22.7 0.20417 2132 20852 1.000
Tatoeba-test-v2021-08-07.fra-lzh 0.3 2.137 40 212 1.000
Tatoeba-test-v2021-08-07.fra-lzh_Hans 2.8 2.252 2 14 1.000
Tatoeba-test-v2021-08-07.fra-wuu 0.4 1.951 801 9072 1.000
Tatoeba-test-v2021-08-07.fra-yue_Hans 1.1 3.291 106 1250 1.000
Tatoeba-test-v2021-08-07.fra-yue_Hant 3.6 4.938 74 650 0.983
Tatoeba-test-v2021-08-07.fra-zho 16.7 0.18344 9994 109736 1.000
Tatoeba-test-v2021-08-07.glg-cmn_Hans 56.2 0.48833 4 27 0.882
Tatoeba-test-v2021-08-07.glg-cmn_Hant 36.0 0.32046 5 44 0.828
Tatoeba-test-v2021-08-07.glg-zho 43.4 0.37931 9 71 0.849
Tatoeba-test-v2021-08-07.ita-cmn 10.5 0.37486 9 83 1.000
Tatoeba-test-v2021-08-07.ita-cmn_Hans 27.6 0.24006 1827 17045 1.000
Tatoeba-test-v2021-08-07.ita-cmn_Hant 25.5 0.22685 1037 8835 1.000
Tatoeba-test-v2021-08-07.ita-lzh 0.8 1.357 11 55 1.000
Tatoeba-test-v2021-08-07.ita-lzh_Hans 3.6 5.094 2 16 1.000
Tatoeba-test-v2021-08-07.ita-wuu 1.3 3.329 31 301 1.000
Tatoeba-test-v2021-08-07.ita-yue_Hans 0.7 1.963 13 192 1.000
Tatoeba-test-v2021-08-07.ita-yue_Hant 4.7 5.133 13 110 1.000
Tatoeba-test-v2021-08-07.ita-zho 25.7 0.23044 2943 26637 1.000
Tatoeba-test-v2021-08-07.lad-cmn_Hant 0.0 0.000 1 8 1.000
Tatoeba-test-v2021-08-07.lad_Latn-cmn_Hant 19.1 0.15448 1 8 1.000
Tatoeba-test-v2021-08-07.lad-zho 5.7 6.817 2 16 1.000
Tatoeba-test-v2021-08-07.lat_Latn-cmn_Hans 4.0 6.575 118 975 1.000
Tatoeba-test-v2021-08-07.lat_Latn-cmn_Hant 6.7 6.459 55 358 1.000
Tatoeba-test-v2021-08-07.lat_Latn-wuu 2.6 1.142 2 14 1.000
Tatoeba-test-v2021-08-07.lat-zho 4.4 6.454 175 1347 1.000
Tatoeba-test-v2021-08-07.multi-multi 19.7 0.20463 10000 101707 1.000
Tatoeba-test-v2021-08-07.oci-cmn_Hans 4.3 6.910 47 445 1.000
Tatoeba-test-v2021-08-07.oci-cmn_Hant 18.5 0.17537 14 108 1.000
Tatoeba-test-v2021-08-07.oci-zho 7.7 8.969 61 553 1.000
Tatoeba-test-v2021-08-07.pms-zho 8.0 6.756 4 43 0.952
Tatoeba-test-v2021-08-07.por-cmn 13.9 0.22092 4 39 1.000
Tatoeba-test-v2021-08-07.por-cmn_Hans 29.9 0.25163 638 6127 0.939
Tatoeba-test-v2021-08-07.por-cmn_Hant 35.0 0.28964 386 3228 0.925
Tatoeba-test-v2021-08-07.por-lzh 2.2 9.165 5 33 1.000
Tatoeba-test-v2021-08-07.por-zho 31.5 0.26331 1033 9427 0.935
Tatoeba-test-v2021-08-07.ron-cmn 0.0 0.000 1 20 0.156
Tatoeba-test-v2021-08-07.ron-cmn_Hans 6.6 0.13361 13 161 1.000
Tatoeba-test-v2021-08-07.ron-cmn_Hant 21.4 0.19250 22 198 1.000
Tatoeba-test-v2021-08-07.ron-zho 10.5 0.15089 36 379 1.000
Tatoeba-test-v2021-08-07.spa-cjy_Hant 6.4 5.952 2 8 1.000
Tatoeba-test-v2021-08-07.spa-cmn 4.5 0.19312 8 49 1.000
Tatoeba-test-v2021-08-07.spa-cmn_Hans 35.6 0.29968 1142 10520 0.934
Tatoeba-test-v2021-08-07.spa-cmn_Hant 32.4 0.27048 1471 13149 0.949
Tatoeba-test-v2021-08-07.spa-hsn_Hani 5.7 5.051 1 6 1.000
Tatoeba-test-v2021-08-07.spa-lzh 0.8 3.478 7 68 1.000
Tatoeba-test-v2021-08-07.spa-wuu 0.8 2.758 56 539 1.000
Tatoeba-test-v2021-08-07.spa-yue_Hans 3.2 3.722 9 105 0.755
Tatoeba-test-v2021-08-07.spa-yue_Hant 9.2 9.266 9 56 1.000
Tatoeba-test-v2021-08-07.spa-zho 32.6 0.27244 2705 24500 0.980